Best Development Courses

Find the best online Development Courses for you. The courses are sorted based on popularity and user ratings. We do not allow paid placements in any of our rankings. We also have a separate page listing only the Free Development Courses.

Java Tutorial for Complete Beginners

Learn to program using the Java programming language

Created by John Purcell - Software Development Trainer

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Students: 1617393, Price: Free

Students: 1617393, Price:  Free

Learn to program in the Java programming language. This course assumes no prior programming knowledge, just a desire to learn to program.

2021 Complete Python Bootcamp From Zero to Hero in Python

Learn Python like a Professional Start from the basics and go all the way to creating your own applications and games

Created by Jose Portilla - Head of Data Science, Pierian Data Inc.

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Students: 1322257, Price: $159.99

Students: 1322257, Price:  Paid

Become a Python Programmer and learn one of employer's most requested skills of 2021!

This is the most comprehensive, yet straight-forward, course for the Python programming language on Udemy! Whether you have never programmed before, already know basic syntax, or want to learn about the advanced features of Python, this course is for you! In this course we will teach you Python 3.

With over 100 lectures and more than 21 hours of video this comprehensive course leaves no stone unturned! This course includes quizzes, tests, coding exercises and homework assignments as well as 3 major projects to create a Python project portfolio!

Learn how to use Python for real-world tasks, such as working with PDF Files, sending emails, reading Excel files, Scraping websites for informations, working with image files, and much more!

This course will teach you Python in a practical manner, with every lecture comes a full coding screencast and a corresponding code notebook! Learn in whatever manner is best for you!

We will start by helping you get Python installed on your computer, regardless of your operating system, whether its Linux, MacOS, or Windows, we've got you covered.

We cover a wide variety of topics, including:

  • Command Line Basics

  • Installing Python

  • Running Python Code

  • Strings

  • Lists 

  • Dictionaries

  • Tuples

  • Sets

  • Number Data Types

  • Print Formatting

  • Functions

  • Scope

  • args/kwargs

  • Built-in Functions

  • Debugging and Error Handling

  • Modules

  • External Modules

  • Object Oriented Programming

  • Inheritance

  • Polymorphism

  • File I/O

  • Advanced Methods

  • Unit Tests

  • and much more!

You will get lifetime access to over 100 lectures plus corresponding Notebooks for the lectures!

This course comes with a 30 day money back guarantee! If you are not satisfied in any way, you'll get your money back. Plus you will keep access to the Notebooks as a thank you for trying out the course!

So what are you waiting for? Learn Python in a way that will advance your career and increase your knowledge, all in a fun and practical way!

Automate the Boring Stuff with Python Programming

A practical programming course for office workers, academics, and administrators who want to improve their productivity.

Created by Al Sweigart - Software developer, tech book author

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Students: 951782, Price: $49.99

Students: 951782, Price:  Paid

If you're an office worker, student, administrator, or just want to become more productive with your computer, programming will allow you write code that can automate tedious tasks. This course follows the popular (and free!) book, Automate the Boring Stuff with Python.

Automate the Boring Stuff with Python was written for people who want to get up to speed writing small programs that do practical tasks as soon as possible. You don't need to know sorting algorithms or object-oriented programming, so this course skips all the computer science and concentrates on writing code that gets stuff done.

This course is for complete beginners and covers the popular Python programming language. You'll learn basic concepts as well as:

  • Web scraping
  • Parsing PDFs and Excel spreadsheets
  • Automating the keyboard and mouse
  • Sending emails and texts
  • And several other practical topics

By the end of this course, you'll be able to write code that not only dramatically increases your productivity, but also be able to list this fun and creative skill on your resume.

Machine Learning A-Z™: Hands-On Python & R In Data Science

Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included.

Created by Kirill Eremenko - Data Scientist

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Students: 786116, Price: $94.99

Students: 786116, Price:  Paid

Interested in the field of Machine Learning? Then this course is for you!

This course has been designed by two professional Data Scientists so that we can share our knowledge and help you learn complex theory, algorithms, and coding libraries in a simple way.

We will walk you step-by-step into the World of Machine Learning. With every tutorial, you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science.

This course is fun and exciting, but at the same time, we dive deep into Machine Learning. It is structured the following way:

  • Part 1 - Data Preprocessing

  • Part 2 - Regression: Simple Linear Regression, Multiple Linear Regression, Polynomial Regression, SVR, Decision Tree Regression, Random Forest Regression

  • Part 3 - Classification: Logistic Regression, K-NN, SVM, Kernel SVM, Naive Bayes, Decision Tree Classification, Random Forest Classification

  • Part 4 - Clustering: K-Means, Hierarchical Clustering

  • Part 5 - Association Rule Learning: Apriori, Eclat

  • Part 6 - Reinforcement Learning: Upper Confidence Bound, Thompson Sampling

  • Part 7 - Natural Language Processing: Bag-of-words model and algorithms for NLP

  • Part 8 - Deep Learning: Artificial Neural Networks, Convolutional Neural Networks

  • Part 9 - Dimensionality Reduction: PCA, LDA, Kernel PCA

  • Part 10 - Model Selection & Boosting: k-fold Cross Validation, Parameter Tuning, Grid Search, XGBoost

Moreover, the course is packed with practical exercises that are based on real-life examples. So not only will you learn the theory, but you will also get some hands-on practice building your own models.

And as a bonus, this course includes both Python and R code templates which you can download and use on your own projects.

Important updates (June 2020):

  • CODES ALL UP TO DATE

  • DEEP LEARNING CODED IN TENSORFLOW 2.0

  • TOP GRADIENT BOOSTING MODELS INCLUDING XGBOOST AND EVEN CATBOOST!

The Web Developer Bootcamp 2021

COMPLETELY REDONE - The only course you need to learn web development - HTML, CSS, JS, Node, and More!

Created by Colt Steele - Developer and Bootcamp Instructor

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Students: 689613, Price: $149.99

Students: 689613, Price:  Paid

COMPLETELY REDONE ON OCTOBER 12th 2020, WITH OVER 500 BRAND NEW VIDEOS!

Hi! Welcome to the brand new version of The Web Developer Bootcamp, Udemy's most popular web development course.  This course was just completely overhauled to prepare students for the 2021 job market, with over 60 hours of brand new content. This is the only course you need to learn web development. There are a lot of options for online developer training, but this course is without a doubt the most comprehensive and effective on the market.  Here's why:

  • This is the only Udemy course taught by a professional bootcamp instructor with a track record of success.

  • 94% of my in-person bootcamp students go on to get full-time developer jobs. Most of them are complete beginners when I start working with them.

  • The previous 2 bootcamp programs that I taught cost $14,000 and $21,000.  This course is just as comprehensive but with brand new content for a fraction of the price.

  • Everything I cover is up-to-date and relevant to 2021's developer job market. This course does not cut any corners. I just spent 8 months redoing this behemoth of a course!

  • We build 13+ projects, including a gigantic production application called YelpCamp. No other course walks you through the creation of such a substantial application.

  • The course is constantly updated with new content, projects, and modules.  Think of it as a subscription to a never-ending supply of developer training.

  • You get to meet my cats and chickens!

When you're learning to program you often have to sacrifice learning the exciting and current technologies in favor of the "beginner friendly" classes.  With this course, you get the best of both worlds.  This is a course designed for the complete beginner, yet it covers some of the most exciting and relevant topics in the industry.

Throughout the brand new version of the course we cover tons of tools and technologies including:

  • HTML5

  • CSS3

  • Flexbox

  • Responsive Design

  • JavaScript (all 2020 modern syntax, ES6, ES2018, etc.)

  • Asynchronous JavaScript - Promises, async/await, etc.

  • AJAX and single page apps

  • Bootstrap 4 and 5 (alpha)

  • SemanticUI

  • Bulma CSS Framework

  • DOM Manipulation

  • Unix(Command Line) Commands

  • NodeJS

  • NPM

  • ExpressJS

  • Templating

  • REST

  • SQL vs. NoSQL databases

  • MongoDB

  • Database Associations

  • Schema Design

  • Mongoose

  • Authentication From Scratch

  • Cookies & Sessions

  • Authorization

  • Common Security Issues - SQL Injection, XSS, etc.

  • Developer Best Practices

  • Deploying Apps

  • Cloud Databases

  • Image Upload and Storage

  • Maps and Geocoding

This course is also unique in the way that it is structured and presented. Many online courses are just a long series of "watch as I code" videos.  This course is different. I've incorporated everything I learned in my years of teaching to make this course not only more effective but more engaging. The course includes:

  • Lectures

  • Code-Alongs

  • Projects

  • Exercises

  • Research Assignments

  • Slides

  • Downloads

  • Readings

  • Too many pictures of my dog Rusty

If you have any questions, please don't hesitate to contact me.  I got into this industry because I love working with people and helping students learn.  Sign up today and see how fun, exciting, and rewarding web development can be!

Introduction To Python Programming

A Quick and Easy Intro into Python Programming

Created by Avinash Jain - CEO of TheCodex.me - Teaching 500,000+ Students how to code

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Students: 646318, Price: Free

Students: 646318, Price:  Free

Do you want to become a programmer?

Or is it that Python interests you?

If you need a quick brush-up, or learning Python for the first time, you've come to the right place!

Let's get started learning one of the most easiest coding languages out there right now. There's no need to fret if you haven't coded before. By the time you finish this course, you'll be a pro at Python!

Python is a great and friendly language to use and learn. It fun, and can be adapted to both small and large projects. Python will cut your development time greatly and overall, its much faster to write Python than other languages. This course will be a quick way to understand all the major concepts of Python programming. You'll be a whiz in no time.

This course is a one-stop-shop for everything you'll need to know to get started with Python, along with a few incentives. We'll begin with the basics of Python, learning about strings, variables, and getting to know the data types. We'll soon move on to the loops and conditions in Python. Afterwards, we'll discuss a bit of file manipulation and functions. By then, you'll know all the basics of Python.

I hope you're excited to dive into the World of Python with this course. Well, what are you waiting for? Let's get started!

Java Programming Masterclass covering Java 11 & Java 17

Learn Java In This Course And Become a Computer Programmer. Obtain valuable Core Java Skills And Java Certification

Created by Tim Buchalka - Java Python Android and C# Expert Developer - 987K+ students

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Students: 592244, Price: $99.99

Students: 592244, Price:  Paid

You’ve just stumbled upon the most complete, in-depth Java programming course online. With close to 600,000 students enrolled and over one hundred and forty thousand reviews (with tens of thousands of those 5-star) to date, these comprehensive java tutorials cover everything you’ll ever need.

Whether you want to:

- build the skills you need to get your first Java programming job

- move to a more senior software developer position

- pass the oracle java certification exam

- or just learn java to be able to create your own java apps quickly.

...this complete Java Masterclass is the course you need to do all of this, and more.

N.B. Java 17 support coming soon, read on below...

Are you aiming to get your first Java Programming job but struggling to find out what skills employers want and which course will give you those skills?

This course is designed to give you the Java skills you need to get a job as a Java developer.  By the end of the course, you will understand Java extremely well and be able to build your own Java apps and be productive as a software developer.

Lots of students have been successful in getting their first job or promotion after going through the course.

Here is just one example of a student who lost her job and despite having never coded in her life previously, got a full-time software developer position in just a few months after starting this course.  She didn't even complete the course!

"Three months ago I lost my job, came to a turning point in my life, and finally made the drastic decision to completely change course.   I decided to switch career paths and go into coding. My husband found and gave me your Complete Java Masterclass at Udemy as a gift, and I wholeheartedly dove into it as a lifeline. Following your course has been absolutely enjoyable (still working on it, not yet finished), and has been a great way of keeping on course, dedicated and motivated.  Yesterday, three months after starting the course, and honestly to my surprise, I received (and accepted!) a job offer as a full-time developer. I wanted to just drop you a line to say thank you for doing this work, for being such a dedicated teacher, and for putting all this knowledge available out there in such an approachable way. It has, literally, been life-changing. With gratitude,  Laura"

The course is a whopping 80 hours long.  Perhaps you have looked at the size of the course and are feeling a little overwhelmed at the prospect of finding time to complete it.   Maybe you are wondering if you need to go through it all?

Firstly, Laura's story above shows that you do not have to complete the entire course - she was yet to complete the course when she accepted her developer job offer.

Secondly, the course is designed as a one-stop shop for Java.

The core java material you need to learn java development is covered in the first seven sections (around 14 hours in total).  The Java Basics are covered in those sections. The rest of the course covers intermediate, advanced, and optional material you do not technically need to go through.

For example section 13 is a whopping 10 hours just by itself and is aimed at those students who want to build desktop applications with graphical user interfaces.  JavaFX (which is the technology used in this section) is something that most java developers will rarely or never need to work on.  So you could skip that section entirely.  But if you are one of the few that need to build user interfaces, then the content is there and ready for you.   And there are other sections you can completely avoid if you wish.

If you want to know absolutely everything about Java, then you can go through the entire course if you wish, but it's not necessary to do so if you are just looking to learn the essential information to get a java developer position.

Why would you choose to learn Java?

The reality is that there is a lot of computer languages out there.  It's in the hundreds.  Why would you choose the Java language?

The number one reason is its popularity.  According to many official websites that track the popularity of languages, Java is either #1 or in the top 3.  Popularity means more companies and their staff are using it, so there are more career opportunities available for you if you are skilled in the language.

The last thing you want to do is pick a language that is not in mainstream use.  Java came out in the 1990s and is still very popular today.

What version of Java should you learn?

Generally speaking, you would want to learn the very latest version of a computer programming language, but that's not the case with Java.

Oracle, the owner of Java release many versions of Java.  Some are released and expire in six months, with no future updates or support.  Other versions have long-term support, for many years.

You can probably see why learning a version of Java that has expired makes no sense, and is likely a waste of time.

A company using Java technology (big or small) is not going to use a version of Java that has no updates or support.  They will stick to stable, well-supported versions of Java that get updates.

Right now, in July 21 the version of Java that offers this long-term support (LTS) is Java 11 - It's being fully supported until at least 2025 and likely will be extended from there.

As such, you want to learn the version of Java that your future employer will use, and that's Java 11.

The next LTS version of Java is Java 17, scheduled for release in September 2021.   The course will be updated, and the updates made available to you free once Java 17 is live.  The course will also be updated in the future as new LTS versions are announced by Oracle.

BOTTOM LINE: You will learn the RIGHT VERSION of JAVA in this course!  Right meaning the right version to maximize your future Java potential with clients or Employers.

Will this course give me core java skills?

Yes, it will.  Core Java is the fundamental part of the Java JDK (the java development kit) that programmers need to learn to move onto other more advanced technologies.

Why should you take this course?

It's been a best-seller since its release on Udemy, you would be joining close to 600,000 students who are already enrolled in the course.

There are well over 140,000 reviews left by students.  It's rated as the best course to learn Java for beginners.

What makes this course a bestseller?

Like you, thousands of others were frustrated and fed up with fragmented Youtube tutorials or incomplete or outdated courses which assume you already know a bunch of stuff, as well as thick, college-like textbooks able to send even the most caffeine-fuelled coder to sleep.

Like you, they were tired of low-quality lessons, poorly explained topics, and confusing info presented in the wrong way. That’s why so many find success in this complete Java developer course. It’s designed with simplicity and seamless progression in mind through its content.

This course assumes no previous coding experience and takes you from absolute beginner core concepts, like showing you the free tools you need to download and install, to writing your very first Java program.  You will learn the core java skills you need to become employable in around 14 hours, and if you choose to, can take advantage of all the additional content in the course. It's a one-stop shop to learn java. If you want to go beyond the core content you can do so at any time.

Here’s just some of what you’ll learn

(It’s okay if you don’t understand all this yet, you will in the course)

  • All the essential Java keywords, operators, statements, and expressions needed to fully understand exactly what you’re coding and why - making programming easy to grasp and less frustrating

  • You will learn the answers to questions like What is a Java class, What is polymorphism and inheritance and to apply them to your java apps.

  • How to safely download and install all necessary coding tools with less time and no frustrating installations or setups

  • Complete chapters on object-oriented programming and many aspects of the Java API (the protocols and tools for building applications) so you can code for all platforms and derestrict your program’s user base (and potential sales)

  • How to develop powerful Java applications using one of the most powerful Integrated Development Environments on the market, IntelliJ IDEA! - Meaning you can code functional programs easier.  IntelliJ has both a FREE and PAID version, and you can use either in this course.

(Don’t worry if you’re used to using Eclipse, NetBeans, or some other IDE. You’re free to use any IDE and still get the most out of this course)

  • Learn Java to a sufficient level to be a be to transition to core Java technologies like Android development, the Spring framework, Java EE (Enterprise edition) in general as well as and other technologies. In order to progress to these technologies, you need to first learn core Java - the fundamental building blocks.  That's what this course will help you to achieve.

“AP-what?”

Don't worry if none of that made sense. I go into great detail explaining each and every core concept, programming term, and buzzwords you need to create your own Java programs.

This truly is Java for complete beginners.

By the end of this comprehensive course, you’ll master Java programming no matter what level of experience you’re at right now. You’ll understand what you are doing, and why you are doing it. This isn’t a recipe book, you’ll use your own creativity to make unique, intuitive programs.

Not only do these HD videos show you how to become a programmer in great detail, but this course includes a unique challenge feature. Each time a core concept is taught, a video presents a challenge for you to help you understand what you have just learned in a real-world scenario.

You’ll go and complete the challenge on your own, then come back and see the answers which I then explain in detail in a video, allowing you to check your results and identify any areas you need to go back and work on.

This is a proven way to help you understand Java faster and ensure you reach your goal of becoming a Java Developer in record time. Remember doing those old past exam papers in high school or college? It’s the same concept, and it works.

As your instructor, I have close to  40 years of experience as a software developer and teacher and have been using Java since the year 2000. Yes, over 21 years (I’ve taught students younger than that). Meaning not only can I teach this content with great simplicity, but I can make it fun too!

It’s no surprise my previous students have amazing results...

See what your fellow students have to say:

"This course was a guiding light in my "Becoming a developer" path from the first step. It helped me become a much more educated developer comparing to my friend who learned to code from trial/error. It's still a guide for me. every now and then I will come back to this course to learn something new or to improve what I've learned somewhere else. A BIG Thanks to "Tim Buchalka" my Master." - Sina Jz

"I was an absolute beginner when I started this course, and now I can write some good small advanced clean codes. I wrote a code and showed it to a programmer, and he was shocked, he told me that I'm more than ready to start a programming career." - Amirreza Moeini

"I am taking this class in conjunction with a Java 101 college class. I have learned more in one afternoon of videos from this class than I have in 4 weeks of a college class. Tim actually explains what things are and why they do what they do, as opposed to my college instructor that mainly said "go make a program that does *whatever*" and then I had to figure out a program that would meet those requirements but not actually learning why it worked." - Stacy Harris

It’s safe to say my students are thrilled with this course, and more importantly, their results, and you can be too

This complete Java course will teach you everything you need to know in order to code awesome, profitable projects,

Is the course updated?

It’s no secret how technology is advancing at a rapid rate. New, more powerful hardware and software are being released every day, meaning it’s crucial to stay on top with the latest knowledge.

A lot of other courses on Udemy get released once, and never get updated.  Learning an older version of Java can be counterproductive - you could be learning the "old way" of doing things, rather than using current technology.

Make sure you check the last updated date on the page of any course you plan to buy - you will be shocked to see some have not been updated for years. 

That’s why I’m always adding new, up-to-date content to this course at no extra charge. Buy this course once, and you’ll have lifetime access to it and any future updates (which are on the way as we speak).

I've continued to do this since the original version of the course came out, and recently have been updating it to Java 11.  And again, once Java 17 is live, I'll be on the update trail again, to Java 17.

With this complete Java Masterclass, you will always have updated, relevant content.

What if I have questions?

As if this course wasn’t complete enough, I offer full support, answering any questions you have 7 days a week (whereas many instructors answer just once per week, or not at all).

This means you’ll never find yourself stuck on one lesson for days on end. With my hand-holding guidance, you’ll progress smoothly through this course without any major roadblocks.

Student Quote: “This course is a great place to ask questions if you have them or find help if you become stuck in areas.” - Blake S.

There’s no risk either!

This course comes with a full 30-day money-back guarantee. Meaning if you are not completely satisfied with the course or your progress, simply let me know and I’ll refund you 100%, every last penny no questions asked.

You either end up with Java skills, go on to develop great programs and potentially make an awesome career for yourself, or you try the course and simply get all your money back if you don’t like it…

You literally can’t lose.

Ready to get started, developer?

Enroll now using the “Add to Cart” button on the right, and get started on your way to creative, advanced Java brilliance. Or, take this course for a free spin using the preview feature, so you know you’re 100% certain this course is for you.

See you on the inside (hurry, Java class is waiting!)

The Complete Python 3 Course: Beginner to Advanced!

Learn Python with projects covering game & web development, web scraping, MongoDB, Django, PyQt, and data visualization!

Created by Joseph Delgadillo - Best-Selling Instructor

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Students: 561571, Price: $129.99

Students: 561571, Price:  Paid

If you want to get started programming in Python, you are going to LOVE this course! This course is designed to fully immerse you in the Python language, so it is great for both beginners and veteran programmers! Learn Python as Nick takes you through the basics of programming, advanced Python concepts, coding a calculator, essential modules, creating a "Final Fantasy-esque" RPG battle script, web scraping, PyMongo, WebPy development, Django web framework, GUI programming, data visualization, machine learning, and much more!

We are grateful for the great feedback we have received!

"This course it great. Easy to follow and the examples show how powerful python can be for the beginner all the way to the advanced. Even if the RPG may not be your cup of tea it shows you the power of classes, for loops, and others!"

"Good course even for non-programmers too."

"It's really well explained, clear. Not too slow, not too fast."

"Very thorough, quick pace. I'm learning A TON! Thank you :)"

"Good explanation, nice and easy to understand. Great audio and video quality. I have been trying to get into Python programming for some time; still a long way to go, but so far so good!"

The following topics are covered in this course:

  • Programming Basics

  • Python Fundamentals

  • JavaScript Object Notation (JSON)

  • Web Scraping

  • PyMongo (MongoDB)

  • Web Development

  • Django Web Framework

  • Graphical User Interface (GUI) Programming (PyQt)

  • Data Visualization

  • Machine Learning

This course is fully subtitled in English!

Thank you for taking the time to read this and we hope to see you in the course!

Become an Android Developer from Scratch

Simply the best place to start learning Android Development.

Created by Adam Lupu - Learning Scientist & Master Trainer

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Students: 561025, Price: Free

Students: 561025, Price:  Free

Do you want to build applications for the most popular operating system in the world?

Do you want the opportunity to put your apps on over 1 billion devices?

"Become An Android Developer From Scratch” is designed to be the best first step to launching your career as an Android Developer. Whether you've never programmed before or are coming to mobile development for the first time, if you're truly inspired to learn Android Development, this is where you need to start.

This course has been in development for over two years, continuously perfected through research and testing in training bootcamps throughout the US. It represents a collaboration between a professional educator with over 20 years of experience in helping people learn and a professional mobile developer who has helped companies like Sony, Verizon, and nVidia build stunning mobile applications.

Starting with how the Java programming language works and progressing all the way to advanced Android concepts, you will get expertly produced instruction, visually descriptive explanations of deep concepts, screencasts that talk you through not just the “how” but also the “why,” and code challenges to test yourself and mark your progress.

Here’s what students are saying:

“Very clean and well done. Covers everything that you need to know for getting started whether you know how to code starting out or not. If you are at a loss trying to start making android apps this is the course for you.”

“I like this course, this would transform any normal person to a full fledged android developer.”

“This one is, by far, the most comprehensive, easy-to-follow, and genuinely well put together one of the bunch.”

“Inspirational! - got me over the hump (complete android beginner)”

Why it’s working...

One of the things we're most excited to offer with this course is access to the inner workings of the mind of a professional mobile developer. Throughout the course you will be able to listen in as our Learning Scientist teases apart all the thoughts that run through a professional mobile developer’s mind as he’s writing the code you will learn to create. It’s like sitting down in a movie with the writer, director, and lead actor. But in this case, it’s all in support of your transformation from novice to professional.

You will build several applications throughout the course, and the starting point for each project (as well as solutions to each challenge) will be available for download. You will also get all the visuals and info-graphics used throughout the course for reference and study.

"Become An Android Developer From Scratch" will give you a new, richer perspective on how mobile devices work. After you’ve completed this rigorous, challenging, and super fun course, you will be able to create your own apps, deploy to the Google Play store, and even interview for a job anywhere in the world.

The real value...

The most important thing you will get from completing this course is the confidence to say “I’m an Android Developer!” You’ll be able to interact with other students and professionals in the Android community with pride and self-assuredness. You’ll also become an independent learner, able to discern where to go for information and how to continue advancing your skills.

No course is going to make you into an expert. It’s up to you to challenge yourself and find your path to making the apps you dream about. Become an Android Developer from Scratch is the best place to begin. Are you ready to get started?

C++ Tutorial for Complete Beginners

How to program in the popular (and tricky!) C++ programming language, for complete beginners.

Created by John Purcell - Software Development Trainer

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Students: 529465, Price: Free

Students: 529465, Price:  Free

This course teaches you the powerful, fast and popular C++ programming language from scratch, assuming only basic computer knowledge. If you want to develop apps that squeeze the most power from your computer -- high-end desktop games or complex artificial intelligence programs, for instance -- or if you want to use a language that let's you get close to your machine and access all of your computer's hardware, C++ is the language for you. While C++ is quite challenging, in this course we'll learn the basics step by step; towards the end of the course you'll learn how to create a beautiful "particle fire" program, including a smattering of the basic principles of game development.

Angular – The Complete Guide (2021 Edition)

Master Angular 12 (formerly "Angular 2") and build awesome, reactive web apps with the successor of Angular.js

Created by Maximilian Schwarzmüller - Professional Web Developer and Instructor

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Students: 498887, Price: $94.99

Students: 498887, Price:  Paid

This course starts from scratch, you neither need to know Angular 1 nor Angular 2!

Angular 12 simply is the latest version of Angular 2, you will learn this amazing framework from the ground up in this course!

Join the most comprehensive, popular and bestselling Angular course on Udemy and benefit not just from a proven course concept but from a huge community as well! 

From Setup to Deployment, this course covers it all! You'll learn all about Components, Directives, Services, Forms, Http Access, Authentication, Optimizing an Angular App with Modules and Offline Compilation and much more - and in the end: You'll learn how to deploy an application!

But that's not all! This course will also show you how to use the Angular CLI and feature a complete project, which allows you to practice the things learned throughout the course!

And if you do get stuck, you benefit from an extremely fast and friendly support - both via direct messaging or discussion. You have my word! ;-)

Angular is one of the most modern, performance-efficient and powerful frontend frameworks you can learn as of today. It allows you to build great web apps which offer awesome user experiences! Learn all the fundamentals you need to know to get started developing Angular applications right away.

Hear what my students have to say

Absolutely fantastic tutorial series. I cannot thank you enough. The quality is first class and your presentational skills are second to none. Keep up this excellent work. You really rock! - Paul Whitehouse

The instructor, Max, is very enthusiastic and engaging. He does a great job of explaining what he's doing and why rather than having students just mimic his coding. Max was also very responsive to questions. I would recommend this course and any others that he offers. Thanks, Max!

As a person new to both JavaScript and Angular 2 I found this course extremely helpful because Max does a great job of explaining all the important concepts behind the code. Max has a great teaching ability to focus on what his audience needs to understand.

This Course uses TypeScript

TypeScript is the main language used by the official Angular team and the language you'll mostly see in Angular tutorials. It's a superset to JavaScript and makes writing Angular apps really easy. Using it ensures, that you will have the best possible preparation for creating Angular apps. Check out the free videos for more information.

TypeScript knowledge is, however, not required - basic JavaScript knowledge is enough.

Why Angular?

Angular is the next big deal. Being the successor of the overwhelmingly successful Angular.js framework it’s bound to shape the future of frontend development in a similar way. The powerful features and capabilities of Angular allow you to create complex, customizable, modern, responsive and user friendly web applications.

Angular 12 simply is the latest version of the Angular framework and simply an update to Angular 2.

Angular is faster than Angular 1 and offers a much more flexible and modular development approach. After taking this course you’ll be able to fully take advantage of all those features and start developing awesome applications immediately.

Due to the drastic differences between Angular 1 and Angular (=Angular 10) you don’t need to know anything about Angular.js to be able to benefit from this course and build your futures projects with Angular.

Get a very deep understanding of how to create Angular applications

This course will teach you all the fundamentals about modules, directives, components, databinding, routing, HTTP access and much more! We will take a lot of deep dives and each section is backed up with a real project. All examples showcase the features Angular offers and how to apply them correctly.

Specifically you will learn:

  • Which architecture Angular uses

  • How to use TypeScript to write Angular applications

  • All about directives and components, including the creation of custom directives/ components

  • How databinding works

  • All about routing and handling navigation

  • What Pipes are and how to use them

  • How to access the Web (e.g. RESTful servers)

  • What dependency injection is and how to use it

  • How to use Modules in Angular

  • How to optimize your (bigger) Angular Application

  • An introduction to NgRx and complex state management

  • We will build a major project in this course so that you can practice all concepts

  • and so much more!

Pay once, benefit a lifetime!

Don’t lose any time, gain an edge and start developing now!

Web Design for Web Developers: Build Beautiful Websites!

Learn web design in 1 hour with 25+ simple-to-use rules and guidelines — tons of amazing web design resources included!

Created by Jonas Schmedtmann - Web Developer, Designer, and Teacher

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Students: 482297, Price: Free

Students: 482297, Price:  Free

IMPORTANT NOTE: The material of this course is also covered in my other course about web design and development with HTML5 & CSS3. Scroll to the bottom of this page to check out that course, too! If you're already taking my other course, you already have all it takes to start designing beautiful websites today!

"Best web design course on Udemy: If you're interested in web design, but want more than just a "how to use WordPress" course, I highly recommend this one." — Florian Giusti

"Very helpful to us left-brained people: I am familiar with HTML, CSS, JQuery, and Twitter Bootstrap, but I needed instruction in web design. This course gave me practical, impactful techniques for making websites more beautiful and engaging." — Susan Darlene Cain

"The most educational instructor ever!: Everything is good about this course, you learn a lot, the instructor are excellent and the production is flawless. Love this course, simple as that!" — Lovisa

Did you know that beautiful websites convert better that ones that don't stand out at all? This means more sales, more signups, and ultimately more money for you. Do you want to learn how to do exactly that?

If you wonder how you can make your next website really good looking, then you've come to the right place!

In this course, I will show you 25+ guidelines of amazing web design in less than 1 hour. No boring theory, no unnecessary stuff. You will learn dead simple web design rules and guidelines that go straight to the point — you can use them to improve your websites today!

In this course, we will use beautiful web design examples together with my 25+ guidelines of amazing web design to learn:

• How to make text look professionally designed

• How to correctly use the power of colors

• How to get and use amazing images, fonts and icons to make your website shine — all for FREE.

• How to create a layout using whitespace and visual hierarchy

• How to keep yourself inspired to learn more and more about web design

• How to make your websites convert better using 8 simple-to-use techniques

But there is even more: I provide you with tons of useful web design resources to get you started for your next web design project! You get immediate FREE access to the course e-book “Best Resources for Web Design and Development with HTML5 & CSS3". These are real-world resources used by real professionals in the web design industry!

You can use the rules and guidelines you'll learn in this course for everything you want: design your own Wordpress theme, personalize a Bootstrap website, start from scratch with HTML and CSS or mockup a website in Photoshop. The 25+ guidelines of amazing web design are universal and ready-to-use for any project.

This course is perfect for experienced web developers who want to learn how to make their websites look beautiful and professionally designed.

So start designing websites that convert today! The thing is: you will have a hard time to find a compilation of guidelines like the one I show you in this course anywhere else. But see for yourself and click the “Take this course" button right now.

The Complete JavaScript Course 2021: From Zero to Expert!

The modern JavaScript course for everyone! Master JavaScript with projects, challenges and theory. Many courses in one!

Created by Jonas Schmedtmann - Web Developer, Designer, and Teacher

"]

Students: 467956, Price: $169.99

Students: 467956, Price:  Paid

*** The #1 bestselling JavaScript course on Udemy! ***

*** Completely re-built from scratch in October 2020 (68 hours video) ***

"Really, really well made course. Super in-depth, with great challenges and projects that will solidify your Javascript understanding. I found the lectures were paced perfectly -- Jonas doesn't skip over anything that might be useful to a JS developer" — Carson Bartholomew

JavaScript is the most popular programming language in the world. It powers the entire modern web. It provides millions of high-paying jobs all over the world.

That's why you want to learn JavaScript too. And you came to the right place!

Why is this the right JavaScript course for you?

This is the most complete JavaScript course on Udemy. It's an all-in-one package that will take you from the very fundamentals of JavaScript, all the way to building modern and complex applications.

You will learn modern JavaScript from the very beginning, step-by-step. I will guide you through practical and fun code examples, important theory about how JavaScript works behind the scenes, and beautiful and complete projects.

You will also learn how to think like a developer, how to plan application features, how to architect your code, how to debug code, and a lot of other real-world skills that you will need on your developer job.

And unlike other courses, this one actually contains beginner, intermediate, advanced, and even expert topics, so you don't have to buy any other course in order to master JavaScript from the ground up!

But... You don't have to go into all these topics. This is a huge course, because, after all, it's "The Complete JavaScript Course". In fact, it's like many courses in one! But you can become an excellent developer by watching only parts of the course. That's why I built this course in a very modular way, and designed pathways that will take you through the course faster.

By the end of the course, you will have the knowledge and confidence that you need in order to ace your job interviews and become a professional developer.

Why am I the right JavaScript teacher for you?

My name is Jonas, I'm an experienced web developer and designer, and one of Udemy's top instructors. I have been teaching this bestselling course since 2016 to over 400,000 developers, always listening to feedback and understanding exactly how students actually learn.

Recently, I took all my teaching experience to build this new and greatly improved JavaScript course. It's now the best and most in-depth JavaScript course that you will find on Udemy (and maybe the entire internet).

I know how students learn JavaScript and what they need in order to master it. And with that knowledge, I designed the ideal course curriculum. It's a unique blend of real-world projects, deep explanations, theory lectures, and challenges, that will take you from zero to an expert and confident JavaScript developer in just a couple of weeks.

So what exactly is covered in the course?

  • Build 5 beautiful real-world projects for your portfolio! In these projects, you will learn how to plan and architect your applications using flowcharts and common JavaScript patterns

  • Master the JavaScript fundamentals: variables, if/else, operators, boolean logic, functions, arrays, objects, loops, strings, and more

  • Learn modern JavaScript (ES6+) from the beginning: arrow functions, destructuring, spread operator, default arguments, optional chaining (ES2020), and more

  • How JavaScript works behind the scenes: engines, the call stack, hoisting, scoping, the 'this' keyword, reference values, and more.

  • Deep dive into functions: arrow functions, first-class and higher-order functions, bind, and closures.

  • Deep dive into object-oriented programming: prototypal inheritance, constructor functions (ES5), classes (ES6), encapsulation, abstraction, inheritance, and polymorphism. [This is like a small standalone course]

  • Deep dive into asynchronous JavaScript: the event loop, promises, async/await, and error handling. You will use these to access data from third-party APIs with AJAX calls. [This is like a small standalone course]

  • Learn modern tools that are used by professional web developers: NPM, Parcel (module bundler), Babel, and ES6 modules

Check out the course curriculum for an even more detailed overview of the content :)

This is what's also included in the package:

  • Up-to-date HD-quality videos, that are easy to search and reference (great for Udemy for Business students)

  • Professional English captions (not the auto-generated ones)

  • Downloadable starter code and final code for each section

  • Downloadable slides for 40+ theory videos (not boring, I promise!)

  • Free support in the course Q&A

  • 25+ coding challenges and 25+ assignments to practice your new skills (solutions included)

This course is for you if...

  • ... you want to gain a true and deep understanding of JavaScript

  • ... you have been trying to learn JavaScript but: 1) still don't really understand JavaScript, or 2) still don't feel confident to code real apps

  • ... you are interested in using a library/framework like React, Angular, Vue, or Node.js in the future

  • ... you already know JavaScript and are looking for an advanced course. This course includes expert topics!

  • ... you want to get started with programming: JavaScript is a great first language!

Does any of these look like you? If so, then start this adventure today, and join me and 400,000+ other developers in the only JavaScript course that you will ever need!

Python for Data Science and Machine Learning Bootcamp

Learn how to use NumPy, Pandas, Seaborn , Matplotlib , Plotly , Scikit-Learn , Machine Learning, Tensorflow , and more!

Created by Jose Portilla - Head of Data Science, Pierian Data Inc.

"]

Students: 463995, Price: $89.99

Students: 463995, Price:  Paid

Are you ready to start your path to becoming a Data Scientist! 

This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations, and use powerful machine learning algorithms!

Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! Data Science is a rewarding career that allows you to solve some of the world's most interesting problems!

This course is designed for both beginners with some programming experience or experienced developers looking to make the jump to Data Science!

This comprehensive course is comparable to other Data Science bootcamps that usually cost thousands of dollars, but now you can learn all that information at a fraction of the cost! With over 100 HD video lectures and detailed code notebooks for every lecture this is one of the most comprehensive course for data science and machine learning on Udemy!

We'll teach you how to program with Python, how to create amazing data visualizations, and how to use Machine Learning with Python! Here a just a few of the topics we will be learning:

  • Programming with Python
  • NumPy with Python
  • Using pandas Data Frames to solve complex tasks
  • Use pandas to handle Excel Files
  • Web scraping with python
  • Connect Python to SQL
  • Use matplotlib and seaborn for data visualizations
  • Use plotly for interactive visualizations
  • Machine Learning with SciKit Learn, including:
  • Linear Regression
  • K Nearest Neighbors
  • K Means Clustering
  • Decision Trees
  • Random Forests
  • Natural Language Processing
  • Neural Nets and Deep Learning
  • Support Vector Machines
  • and much, much more!

Enroll in the course and become a data scientist today!

React – The Complete Guide (incl Hooks, React Router, Redux)

Dive in and learn React.js from scratch! Learn Reactjs, Hooks, Redux, React Routing, Animations, Next.js and way more!

Created by Academind by Maximilian Schwarzmüller - Online Education

"]

Students: 448892, Price: $129.99

Students: 448892, Price:  Paid

This course is the most up-to-date, comprehensive and bestselling React course on Udemy!

It was completely updated and re-recorded from the ground up in 2021 - it teaches the very latest version of React with all the core, modern features you need to know!

---

This course also comes with two paths which you can take: The "complete" path (full >40h course) and the "summary" path (~4h summary module) - you can choose the path that best fits your time requirements! :-)

---

React.js is THE most popular JavaScript library you can use and learn these days to build modern, reactive user interfaces for the web.

This course teaches you React in-depth, from the ground up, step by step by diving into all the core basics, exploring tons of examples and also introducing you to advanced concepts as well.

You'll get all the theory, tons of examples and demos, assignments and exercises and tons of important knowledge that is skipped by most other resources - after all, there is a reason why this course is that huge! :)

And in case you don't even know why you would want to learn React and you're just here because of some ad or "the algorithm" - no worries: ReactJS is a key technology as a web developer and in this course I will also explain WHY it's that important!

Welcome to "React - The Complete Guide"!

This course will teach you React.js in a practice-oriented way, using all the latest patterns and best practices you need. You will learn all the key fundamentals as well as advanced concepts and related topics to turn you into a React.js developer.

This is a huge course because it really covers EVERYTHING you need to know and learn to become a React.js developer!

No matter if you know nothing about React or if you already got some basic React knowledge (not required but also not a problem), you will get tons of useful information and knowledge out of this course!

My goal with this course is to ensure that you feel confident working with React, so that you can apply for React jobs, use it in your own projects or simply enhance your portfolio as a developer - whatever your goal is: This course gets you there!

I originally created this course in 2017 and I have kept it updated since that - redoing it from the ground up in 2021. And of course I'm dedicated to keeping this course up-to-date - so that you can rely on this course to learn React in the best possible way!

What's in this course?

  • A thorough introduction to React.js (What is it and why would you use it?)

  • All the core basics: How React works, building components with React & building UIs with React

  • Components, props & dynamic data binding

  • Working with user events and state to create interactive applications

  • A (thorough) look behind the scenes to understand how React works under the hood

  • Detailed explanations on how to work with lists and conditional content

  • React Hooks (in-depth)!

  • Working with built-in Hooks and building custom Hooks

  • How to debug React apps

  • Styling React apps with "Styled Components" and "CSS Modules"

  • Working with "Fragments" & "Portals"

  • Dealing with side effects

  • Class-based components and functional components

  • Sending Http requests & handling transitional states + responses

  • Handling forms and user input (incl. validation)

  • Redux & Redux Toolkit

  • Routing with React Router

  • An in-depth introduction into Next.js

  • Deploying React Apps

  • Implementing Authentication

  • Unit Tests

  • Combining React with TypeScript

  • Adding Animations

  • Tons of examples and demo projects so that you can apply all the things you learned in real projects

  • And so much more - check out the full curriculum on this page!

This really is the "Complete Guide" - promised!

And best of all?

You don't need any prior React knowledge!

This course starts with zero knowledge assumed! All you need is basic web development and JavaScript knowledge (though the course even includes a brief JavaScript refresher to ensure that we're all on the same page!).

Check out the full curriculum, the free preview videos and join the course risk-free thanks to the 30-day money-back guarantee!

Java Programming: Complete Beginner to Advanced

Become a Computer Programmer by Learning Core Java Skills

Created by CodeIn Academy - Certified Java Software Engineers

"]

Students: 448651, Price: $94.99

Students: 448651, Price:  Paid

Would you like to learn real world programming skills that will help you get your first java programming job?

Java is one of the most popular programming languages used to create Web applications and platforms. It was designed for flexibility, allowing developers to write code that would run on any machine.

So it’s your time now to take advantage of a loads of jobs and freelance opportunities that are available for java programmers out there.

This course is provided by CodeIn Academy Instructors who are Oracle Certified professionals with many years’ experience in java programming

The course is very comprehensive and will be constantly updated. Once you have gone through this course you will be able to understand Java 8 features very easily. So, this course covers each topic in details and is focused to break down topics with simplified examples. Thus, it is for anyone who wants to learn java programming and no previous programming experience is required.

Enroll in this course now because its your time to get these highly paid and very on-demand skills.

Front End Web Development Ultimate Course 2021

You'll learn all the fundamentals of Front-End Web Development and how you can Use them to start creating websites!

Created by Learn Tech Plus - Web Development | Adobe | Google | Microsoft | Productivity

"]

Students: 439019, Price: $129.99

Students: 439019, Price:  Paid

Hi and Welcome to Front End Web Development Ultimate Course 2021

I'm you instructor Josh Werner and I'll be leading you through this course

Have you always wanted to learn how to code but don't know where to start?

Would you like to make amazing websites and bring your ideas to life?

Then Front End Web Development Ultimate Course 2021 is for you!v

Programming is the most in-demand skill in 2021.

The course begins with the basics. 

I'll take you through everything you need to know to start building websites like an expert.

We'll Cover HTML5, CSS3, JavaScript, jQuery, Bootstrap 4 and SVG from scratch.

You'll learn all the fundamentals of Front-End Web Development and how you can

Use them to start creating you own websites. 

The course is packed with over 98 hours of hands-on tutorials

So what are you waiting for?

I look forward to Going through course with you I'll see you inside!

Hi, My name is Josh Werner with Learn Tech Plus and I have taken all of the guess work out for you as a student trying to learn Front End Web Development I have been where you are right now trying to learn on your own to master a new skill.  Let me walk you through step by step to become a Front Web Developer Master.

How would you like to Master Front Web Development by learning everything you need to know from A to Z.  Then Front End Web Development Master Course for 2021 is for you!

Here is what you will learn

  1. Introduction

  2. Firefox Developer Edition (Web Browser)

  3. Atom (Free Text Editor!)

  4. GitHub Basics (Cloud Base Storage for your Code!)

  5. HTML5 Basics

  6. HTML5 Basics Project

  7. HTML5 Advanced

  8. HTML5 Advanced Project

  9. CSS3 Basics

  10. CSS3 Basics Project

  11. CSS3 Advanced

  12. CSS3 Advanced Project

  13. JavaScript Basics

  14. JavaScript Basics Project

  15. JavaScript Advanced

  16. JavaScript Advanced Project

  17. jQuery Basics

  18. jQuery Basics Project

  19. jQuery Advanced

  20. jQuery Advanced Project

  21. SVG Basics

  22. SVG Basics Project

  23. SVG Advanced

  24. SVG Advanced Project

Learn Front End Web Development

Student reviews:

"Great Course"

-Rich Helton

"This is great training for beginners and aspiring front end web developers this is simple yet very very informative"

-Leynard Caballero Villagracia

"I think it is a great course for the beginning level."

-Hoang Cong

"Great course and perfect explanation specially for beginners."

-Kenan Dedoviq

"Easy to understand for beginners..."

-Hiren Bechra

"Yeah, it's been a good match for me definitely. The content and the way of teaching by the mentors is very effective and efficient. Any one can begin with building web pages, taking up this certain course"

-Abhinav Anand

========================================================

 

 

Not sure yet? Just scroll down and watch the free preview lectures!

 

Enroll with confidence! Your enrollment is backed by Udemy's 30-day, no-questions-asked, money-back guarantee!

 

What are the requirements?

 

·         All information and resources are included in this course.

 

What am I going to get from this course?

 

·         Learn how to hand code HTML and CSS

·         Work with Bootstrap 4

·         Build 2 great projects to get you started on your Front End Web Development education

What is the target audience?

·         Anyone who wants to dramatically increase their Front End Web Development Skills!

The Complete 2021 Web Development Bootcamp

Become a full-stack web developer with just one course. HTML, CSS, Javascript, Node, React, MongoDB and more!

Created by Dr. Angela Yu - Developer and Lead Instructor

"]

Students: 433648, Price: $119.99

Students: 433648, Price:  Paid

Welcome to the Complete Web Development Bootcamp, the only course you need to learn to code and become a full-stack web developer. With over 12,000 ratings and a 4.8 average, my Web Development course is one of the HIGHEST RATED courses in the history of Udemy! ⭐️⭐️⭐️⭐️⭐️ 

At 50+ hours, this Web Development course is without a doubt the most comprehensive web development course available online. Even if you have zero programming experience, this course will take you from beginner to mastery. Here's why:

  • The course is a taught by the lead instructor at the App Brewery, London's leading in-person programming bootcamp.

  • The course has been updated to be 2020 ready and you'll be learning the latest tools and technologies used at large companies such as Apple, Google and Netflix.

  • This course doesn't cut any corners, there are beautiful animated explanation videos and tens of real-world projects which you will get to build.

  • The curriculum was developed over a period of four years, with comprehensive student testing and feedback.

  • We've taught over 280,000 students how to code and many have gone on to change their lives by becoming professional developers or start their own tech startup.

  • You'll save yourself over $12,000 by enrolling, but still get access to the same teaching materials and learn from the same instructor and curriculum as our in-person programming bootcamp.

  • The course is constantly updated with new content, with new projects and modules determined by students - that's you!

We'll take you step-by-step through engaging video tutorials and teach you everything you need to know to succeed as a web developer.

The course includes over 50 hours of HD video tutorials and builds your programming knowledge while making real-world websites and web apps.

Throughout this comprehensive course, we cover a massive amount of tools and technologies, including:

  • Front-End Web Development

  • HTML 5

  • CSS 3

  • Bootstrap 4

  • Javascript ES6

  • DOM Manipulation

  • jQuery

  • Bash Command Line

  • Git, GitHub and Version Control

  • Backend Web Development

  • Node.js

  • NPM

  • Express.js

  • EJS

  • REST

  • APIs

  • Databases

  • SQL

  • MongoDB

  • Mongoose

  • Authentication

  • Firebase

  • React.js

  • React Hooks

  • Web Design

  • Deployment with GitHub Pages, Heroku and MongoDB Atlas

By the end of this course, you will be fluently programming and be ready to make any website you can dream of.

You'll also build a portfolio of over 25+ websites that you can show off to any potential employer.

Sign up today, and look forward to:

  • Video Lectures

  • Code Challenges and Exercises

  • Fully Fledged Projects

  • Quizzes

  • Programming Resources and Cheatsheets

  • Downloads

  • Our best selling 12 Rules to Learn to Code eBook

  • $12,000+ web development bootcamp course materials and curriculum

Don't just take my word for it, check out what existing students have to say about the course:

"Angela is just incredible, awesome and just fantastic in this course. I've never had such an instructor; detailed in every aspect of the course, gives precise explanations, gives you the anxiety to learn etc. She's got that ability to make fun while explaining thing for better understanding. I really love this course." - Ekeu MonkamUlrich

"Angela is very thorough without ever being boring. I've taken MANY online courses in my life including my Bachelors and Masters degrees. She is by far the best instructor I've ever had. This course is packed with thousands of dollars worth of great instruction, and paced well enough for anyone to pick coding up and run with it- Thank you!" - J Carlucci

"Love the way Angela explains things. Easy to follow and full or logic. I can say she must spent a lot of energy creating this great course. Thank you and I recommend to all who's interested in coding!" - Yiqing Zheng

"So far (on my third day) this course has taught me more than I was able to learn in multiple other programming courses. This course is clearly outlined and builds upon itself gradually in an easy to understand way." - Normal Ramsey

"This course will take you from beginner to intermediate level for real. If you don't know how to put together the pieces of web development this is what you're looking for. Angela explains in an amazing way by creating projects all the way during this course, explaining the concepts in real practice. Thank you very much, Angela. I will always consider you my mentor. Look forward to taking more courses with you." - Moises Dionisio Cruz

"An amazing course, perfect for absolute beginners at the start of their coding journey! Angela is an amazing tutor and can explain in the most simple and comprehensible way even complex coding notions. Learning web development cannot get any more fun!" - Zoe Moyssoglou

"It's a different approach to teaching Web Development. I like that you are given everything possible to succeed from the onset." - Ronick Thomas

The tutor is simply AMAZING, by far the best tutor I have ever had. I would give her 10 stars out of 5. She is not just punching the code and talks to herself, but she is actually explaining things. She keeps on giving a really usefull hints and she will give you a great load of other references. I always knew what I was doing and why I was doing it. All the extra challenges have just made me to remember and understand things better. - Peter Dlugos

REMEMBER… I'm so confident that you'll love this course that we're offering a FULL money back guarantee for 30 days! So it's a complete no-brainer, sign up today with ZERO risk and EVERYTHING to gain.

So what are you waiting for? Click the buy now button and join the world's highest rated web development course.

The Data Science Course 2021: Complete Data Science Bootcamp

Complete Data Science Training: Mathematics, Statistics, Python, Advanced Statistics in Python, Machine & Deep Learning

Created by 365 Careers - Creating opportunities for Business & Finance students

"]

Students: 411572, Price: $94.99

Students: 411572, Price:  Paid

The Problem

Data scientist is one of the best suited professions to thrive this century. It is digital, programming-oriented, and analytical. Therefore, it comes as no surprise that the demand for data scientists has been surging in the job marketplace.     

However, supply has been very limited. It is difficult to acquire the skills necessary to be hired as a data scientist.

 

And how can you do that?

 

Universities have been slow at creating specialized data science programs. (not to mention that the ones that exist are very expensive and time consuming)

 

Most online courses focus on a specific topic and it is difficult to understand how the skill they teach fit in the complete picture

 

The Solution

 

Data science is a multidisciplinary field. It encompasses a wide range of topics.

 

  • Understanding of the data science field and the type of analysis carried out

     

  • Mathematics

     

  • Statistics

     

  • Python

     

  • Applying advanced statistical techniques in Python

     

  • Data Visualization

     

  • Machine Learning

     

  • Deep Learning

     

Each of these topics builds on the previous ones. And you risk getting lost along the way if you don’t acquire these skills in the right order. For example, one would struggle in the application of Machine Learning techniques before understanding the underlying Mathematics. Or, it can be overwhelming to study regression analysis in Python before knowing what a regression is.

 

So, in an effort to create the most effective, time-efficient, and structured data science training available online, we created The Data Science Course 2021.

 

We believe this is the first training program that solves the biggest challenge to entering the data science field – having all the necessary resources in one place.

 

Moreover, our focus is to teach topics that flow smoothly and complement each other. The course teaches you everything you need to know to become a data scientist at a fraction of the cost of traditional programs (not to mention the amount of time you will save).

 

The Skills

   1. Intro to Data and Data Science

Big data, business intelligence, business analytics, machine learning and artificial intelligence. We know these buzzwords belong to the field of data science but what do they all mean?     

Why learn it?
As a candidate data scientist, you must understand the ins and outs of each of these areas and recognise the appropriate approach to solving a problem. This ‘Intro to data and data science’ will give you a comprehensive look at all these buzzwords and where they fit in the realm of data science.
 

   2. Mathematics 

Learning the tools is the first step to doing data science. You must first see the big picture to then examine the parts in detail.

 

We take a detailed look specifically at calculus and linear algebra as they are the subfields data science relies on.

 

Why learn it?

 

Calculus and linear algebra are essential for programming in data science. If you want to understand advanced machine learning algorithms, then you need these skills in your arsenal.

   3. Statistics 

You need to think like a scientist before you can become a scientist. Statistics trains your mind to frame problems as hypotheses and gives you techniques to test these hypotheses, just like a scientist.

 

Why learn it?

 

This course doesn’t just give you the tools you need but teaches you how to use them. Statistics trains you to think like a scientist.

   4. Python

Python is a relatively new programming language and, unlike R, it is a general-purpose programming language. You can do anything with it! Web applications, computer games and data science are among many of its capabilities. That’s why, in a short space of time, it has managed to disrupt many disciplines. Extremely powerful libraries have been developed to enable data manipulation, transformation, and visualisation. Where Python really shines however, is when it deals with machine and deep learning.

Why learn it?

 

When it comes to developing, implementing, and deploying machine learning models through powerful frameworks such as scikit-learn, TensorFlow, etc, Python is a must have programming language.

 

   5. Tableau

Data scientists don’t just need to deal with data and solve data driven problems. They also need to convince company executives of the right decisions to make. These executives may not be well versed in data science, so the data scientist must but be able to present and visualise the data’s story in a way they will understand. That’s where Tableau comes in – and we will help you become an expert story teller using the leading visualisation software in business intelligence and data science.

Why learn it?

 

A data scientist relies on business intelligence tools like Tableau to communicate complex results to non-technical decision makers.

 

   6. Advanced Statistics 

Regressions, clustering, and factor analysis are all disciplines that were invented before machine learning. However, now these statistical methods are all performed through machine learning to provide predictions with unparalleled accuracy. This section will look at these techniques in detail.

 

Why learn it?

 

Data science is all about predictive modelling and you can become an expert in these methods through this ‘advance statistics’ section.

 

   7. Machine Learning 

The final part of the program and what every section has been leading up to is deep learning. Being able to employ machine and deep learning in their work is what often separates a data scientist from a data analyst. This section covers all common machine learning techniques and deep learning methods with TensorFlow.

 

Why learn it?

 

Machine learning is everywhere. Companies like Facebook, Google, and Amazon have been using machines that can learn on their own for years. Now is the time for you to control the machines.

 

***What you get***

  • A $1250 data science training program

     

  • Active Q&A support

     

  • All the knowledge to get hired as a data scientist

     

  • A community of data science learners

     

  • A certificate of completion

     

  • Access to future updates

     

  • Solve real-life business cases that will get you the job   

You will become a data scientist from scratch

 

We are happy to offer an unconditional 30-day money back in full guarantee. No risk for you. The content of the course is excellent, and this is a no-brainer for us, as we are certain you will love it.

Why wait? Every day is a missed opportunity.

Click the “Buy Now” button and become a part of our data scientist program today.

 

 

The Complete Front-End Web Development Course!

Get started as a front-end web developer using HTML, CSS, JavaScript, jQuery, and Bootstrap!

Created by Joseph Delgadillo - Best-Selling Instructor

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Students: 397810, Price: $109.99

Students: 397810, Price:  Paid

If you would like to get started as a front-end web developer, you are going to LOVE this course! Work on projects ranging from a simple HTML page to a complete JavaScript based Google Chrome extension. We will cover the following technologies in this course:

  • Web development basics with HTML

  • Cascading Style Sheets (CSS)

  • JavaScript programming

  • jQuery JavaScript library

  • Bootstrap framework

We will work on 3 class projects throughout this course:

Simple text site - We will use what we learned in the HTML sections to create a simple text site. This project will help you learn HTML structure and the essential elements.

Fallout inspired Pip-Boy - We will take what we learned in the CSS and Bootstrap sections of the course to code a Pip-Boy from the game Fallout. This project will help you learn the design elements of modern web development.

Google Chrome extension - We will finish the course by programming a JavaScript based Google Chrome extension. This project will help you understand the logical parts of web development.

This course covers the most popular web development frameworks, and will get you started on your path towards becoming a full-stack web developer!

Still not sold? Check out a few of the awesome reviews this course has received!

"Excellent Course! Highly Recommend It! Such a great hands on experience with this course."

"Very nice course, covers all the stuff you need, good voice and good explanation makes it perfect for people that are new to HTML. Also there's some best practices recommendations which are useful even for advanced developers."

"Excellence in giving the optimal set of tools for web development beginners seeking a well-rounded start for professional web development."

Thank you for taking the time to read this, and we hope to see you in the course! 

Complete C# Unity Game Developer 2D

Learn Unity in C# & Code Your First Seven 2D Video Games for Web, Mac & PC. The Tutorials Cover Tilemap (35 hours)

Created by Ben Tristem - GameDev.tv Founder :: Entrepreneur :: Passionate Teacher

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Students: 393301, Price: $109.99

Students: 393301, Price:  Paid

The course has been remastered in Unity 2018 and is compatible with Unity 2018, 2019 and 2020. 

This course started as a runaway success on Kickstarter and has gone on to become the most popular and most watched Unity game development course on Udemy. The course has full English closed-captions throughout.

Learn how to create video games using Unity, the world-leading free-to-use game development tool. We start super simple so you need no prior experience of Unity or coding! With our online tutorials, you'll be amazed what you can achieve right from the first moment you start the course. 

Benefit from our world-class support from both other students, and the GameDevtv team who are regularly engaged in the forums and Q&A section. Go on to build several games including:

  • Laser Defender: A Top-Down Space Shooter with enemies to shoot and dodge;

  • Glitch Garden: A Tower Defense game with different tower types and enemy types, and a basic resources system;

  • TileVania: A fast-paced classic Side-Scrolling Platformer using Unity's Tilemap tool;

  • Block Breaker: A basic "Breakout" style game which introduces Unity's built in physics engine.

Prefer to start with 3D games? Check-out our sister course, the Complete C# Unity Developer 3D. Already have some Unity knowledge, and want something more challenging? Check-out our epic RPG Core Combat Creator. More interested in creating 3D models from scratch? Start with our Complete Blender Creator course. Our green leaf logo is a symbol of passion and quality.

You will have access to a course forum where you can discuss topics on a course-wide basis, or down to the individual video. Get plugged into our communities of amazing developers on Facebook (nearly 20k), in our own TA-curated Community (17k views/day), and our student chat group (10k live at any one time). Check out our reviews to see how people love this feature. 

The course is project-based as we believe this is the best way to learn Unity and C#. You will not just be learning dry programming concepts, but applying them immediately to real indie games as you go. All the project files will be included, as well as additional references and resources - you'll never get stuck. There are talking-head videos, powerful diagrams, quality screencasts and more. 

Oh, and it's just bigger and better than other Unity courses you will find online. See the course length and the reviews. 

For each demo game you build you will follow this process... 

  • Be challenged to build the entire game yourself.

  • Be shown step-by step how to build it.

  • Be challenged to apply, and re-apply your knowledge regularly.

You will get full lifetime access for a single one-off fee. The creators are qualified and experienced coders and avid gamers, so are able to explain complex concepts clearly, as well as entertain along the way. 

You will learn C#, and in turn build a solid foundation for Object Oriented Programming. By the end of the course you'll be very confident in the basics of coding and game development, and hungry to learn more. 

What this course DOESN'T cover... 

Whereas this course is already huge, we can't possibly cover everything in that time. Here are some things we will not be covering... 

  • Performance optimization.

  • Editor plugins or modifications.

  • Physics engine modification

Anyone who wants to learn to create games: Unity is a fantastic platform which enables you to make production-quality games. Furthermore these games can be created for Windows, MacOS, iOS, Android and Web from a single source!

If you're a complete beginner, we'll teach you all the coding and game design principles you'll need. If you're an artist, we'll teach you to bring your assets to life. If you're a coder, we'll teach you game design principles. 

Dive in and learn Unity now, you won't be disappointed!

Web Development Masterclass – Complete Certificate Course

Learn to setup virtual cloud servers and develop database-driven websites using the latest web technologies.

Created by YouAccel Training - 4+ Million Student Enrollments Globally, 50k+ Reviews

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Students: 359991, Price: $119.99

Students: 359991, Price:  Paid

This course is fully compatible with the latest versions of Ubuntu (20.04 LTS, 18.04 LTS). You can also continue using 14.04 LTS or 16.04 LTS if you prefer, as the content is compatible with all versions.

This course offers a comprehensive look into the entire web development process - from local server configuration using WAMP and MAMP (Apache, MySQL, PHP) to production deployment using the latest web technologies including: LAMP Stack (Linux, Apache, PHP and MySQL) for Ubuntu, HTML5, CSS, Bootstrap, JavaScript, jQuery, XML, and AJAX.

The content is ideal for those interested in working as a web developer, launching a web application, or devoted enthusiasts. The concepts explored in this course are suitable for individuals of all skill levels. Each module starts with the fundamental concepts and gradually transitions into more advanced material.

What makes this course unique?

This course is specifically intended to teach students to develop web applications using the most efficient methods and the latest web technologies. Through live demonstrations we teach the importance of using scalable cloud hosting infrastructures during the development process. This includes small informational websites of only a few pages to advanced 'big data' style, dynamic web applications. We go through several live examples of web development and Linux based server configurations on popular Cloud hosting providers such as Linode. 

Section 1 & 2 (Introduction, How the Internet Works)

The course begins with with an overview of learning objectives. We then explore how the internet works, including the composition and transmission of data packets over both local and wide-area Networks. Next we take a look at the HTTP and HTTPS protocols as applicable to client and server side communications - including DNS Lookups. This section will also teach students how email exchange works over SMTP and IMAP. The role of Network Ports and Firewalls are also introduced.

Section 3, 4: (The Web Development Process, Planning a Website)

Students will gain an understanding of all the steps involved in the web development process.

Section 5: Web Hosting and System Requirements

We conduct an in-depth case analysis of web hosting solutions including: Shared, Virtual Private, Dedicated and Cloud Hosting.

We provide an overview of various packages offered by different web hosting companies and weigh the pros and cons of each one.

Students are also introduced to the importance of web server scalability and the advantages of cloud hosting over traditional hosting services. We also examine the infrastructure requirements of popular, resource intensive applications such as Netflix and Facebook to emphasize the importance of avoiding costly mistakes in the initial stages of development.

Section 6: Domain Names

We provide an overview of the domain name registration process. This includes the role of registrars and TLD (Top Level Domain) administration by ICANN. ccTLD's (Country Code Top Level Domains) are also explored.

Students gain hands-on experience with the registration process using popular domain registrars. We provide a comparison of different registrars and register a sample domain name using GoDaddy. Other topics of discussion include: domain name privacy and administration, auto-renewal, domain forwarding, and name server assignment.

Section 7: Testing Environment

Students are introduced to configuring a local testing server on a PC or MAC system using WAMP (Windows) or MAMP (MAC). The lessons provide a detailed guide on installation of the packages and an overview of the interface.

Section 8: Production Environment

Students acquire the skills needed to optimally configure a live production environment for securely hosting web applications on a cloud server (Linode). The section starts with an overview of different cloud hosting providers such as Amazon Web Services, Microsoft Azure, Linode and Digital Ocean.

We then provide a live demonstration of server setup using Linode. This includes deployment of Ubuntu and installation of LAMP Stack (Linux) on the Linode Server using remote access consoles such as Terminal (MAC) and PuTTY for Windows.

Students gain an in-depth knowledge of server maintenance, file and directory commands. We also explore SSH Authentication for multiple users and file permissions to reduce security vulnerabilities. Remote Desktop connections for server administration are taught, using Tight VNC (Windows) and RealVNC (MAC).

A thorough overview of the Linode server management console is conducted, to show students how to scale servers, change root passwords, manage the DNS Zone file and create back-ups.

Section 9: FTP Setup

Students learn the role of an FTP (File Transfer Protocol) client to connect to a remote server, through a local machine. We provide a live demonstration on file upload using FileZilla and explore the FileZilla Interface for connection management.

Section 10: HTML Development

This section explores HTML. HTML is a key fundamental building block when learning to develop websites. Students initially learn the basics of HTML page structure and gradually transition into working with spacing, text formatting, lists, images, videos, links, anchors, tables, forms and much more. We include several projects, where students are shown first-hand, how to develop and code html web pages from scratch.

Section 11: CSS Development

Students learn to use CSS to create stylish, responsive web page layouts. We start by discussing the parts and types of CSS rules, followed by CSS classes, DIVS, and ID's. Students gain significant exposure to various formatting options, including margins, padding, font properties, backgrounds, transparency, positioning, link styling and CSS tables. This section includes a hands-on web development project where students utilize the concepts explored in the lesson.

Section 12: Document Object Model (DOM)

As a precursor to JavaScript, we explore the DOM (Document Object Model). We explain its usage and application in manipulating HTML and CSS elements.

Section 13: JavaScript Development

We introduce students to JavaScript coding to add interactivity to static HTML and CSS pages. The section starts with discussing JavaScript placement, using both internal and external scripts. We then take a look at JavaScript output, variable declarations, arithmetic operators, objects, strings, math functions, arrays, conditional statements, loops, functions and events. Students also go through two hands-on projects that will further solidify their knowledge of the concepts explored in the lessons.

Section 14: JQuery Library

We explore the jQuery library and many of its unique features, used to create stunning, animated web pages. We start with the basics, from embedding jQuery into web pages to working with Selectors. Students then explore working with events, toggling, fading, sliding, and other forms of animation. The lessons also teach students how to work with callbacks, chaining, dragables, accordion menus and many other functions.

Section 15: Bootstrap Framework

Students are taught to use the Bootstrap framework for responsive, mobile-first - front-end development. As one of the leading open-source development libraries, Bootstrap is an essential part of the developers coding arsenal. The section begins with teaching students how to include essential Bootstrap files into web pages. It then explores the Bootstrap Grid system and popular layout strategies for optimal cross-device and cross-browser compatibility.

Students gain exposure to just about every Bootstrap component, from typography, tables and images, to jumbotrons, wells, alerts, buttons, glyphicons and progress bars. The section includes several hands-on exercises that will walk students through the process of creating stunning layouts, complete with modals, carousels, popovers, drop-down menus, forms and much more.

Section 16: PHP Development

Students gain exposure to creating dynamic web applications and functionality using PHP. We start with the basics, including variable declaration and data output. The lessons then transition into working with objects, conditional statements, loops, functions, arrays and form validation.

Section 17: MySQL Database Integration

Students learn to unleash the true power of web application development with MySQL database integration. We start with the basics from database and table creation, to user management. Next we explore the execution of commonly used SQL statements for database modification and administration. Students are also taught how to create database connections and execute SQL statements from PHP scripts.

Section 18, 19 (XML, AJAX, & Development)

We explore XML and AJAX integration to create dynamic content, without page refresh. The lessons cover several hands-on training exercises that will encompass many of the exciting functions AJAX offers. Students will build a website complete with database integration, registration forms with server-side validation, user authentication, and a SMTP-based contact submit form.

Section 20: Google Apps for Work

Students learn to create a customized business email address using Google Apps for Work. Email administration is also explored, along with alias creation.

Code Your First Game: Arcade Classic in JavaScript on Canvas

Program a complete game today. No special software or install required. All you need is a text editor and a web browser.

Created by Chris DeLeon - Independent Game Development Educator, 23 years making games

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Students: 325669, Price: Free

Students: 325669, Price:  Free

At the end of this short course you'll have programmed your first game. You'll learn gameplay development fundamentals by really doing it – writing and running real code on your own machine.

Each step of the course has the source code attached exactly as it should look at that time (click "View Resources" then "Downloadable Resources"), for you to compare to or pick up from, so you can't get stuck!

Begin Your Game Programming Journey the Proven Way

"Make the simplest game possible." "Program a ball and paddle project." "Practice by first remaking something from the 1970's." All beginning developers hear this advice from more experienced peers... because it works!

By following this approach you will:

  • Learn design from a fun classic that people know and enjoy.
  • Start your practice today – now! – without waiting for an idea.
  • Finish your game in hours or in a weekend, not over months.
  • Understand every line of code used in the entire program.
  • Avoid distraction from searching for or creating detailed art.
  • Master fundamentals needed to make your own games better.

You can program this game with a normal text editor, and run it in the web browser you already have. No special software is needed.

Though you'll be coding in JavaScript for HTML5 canvas in this course, the focus is on common game programming concepts. You can later apply these same patterns to get quick results in other programming languages such as C#, Java, ActionScript 3, C++, or Python.

I'm a private game development trainer, and for clients new to gameplay programming this is exactly the material that I cover to get them started quickly. Within hours you will have finished programming your first project. This is the fastest way to get results. The momentum gained from doing this provides a solid foundation to give more advanced concepts meaning and context as you continue on in your journey of learning game development.

(HTML5 Logo in the course image is by W3C, licensed under Creative Commons Attribution 3.0 Unported.)

Learn Python Programming Masterclass

This Python For Beginners Course Teaches You The Python Language Fast. Includes Python Online Training With Python 3

Created by Tim Buchalka - Java Python Android and C# Expert Developer - 974K+ students

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Students: 322886, Price: $149.99

Students: 322886, Price:  Paid

Whether you want to:

- build the skills you need to get your first Python programming job

- move to a more senior software developer position

- get started with Machine Learning, Data Science, Django or other hot areas that Python specialises in

- or just learn Python to be able to create your own Python apps quickly.

…then you need a solid foundation in Python programming. And this course is designed to give you those core skills, fast.

This course is aimed at complete beginners who have never programmed before, as well as existing programmers who want to increase their career options by learning Python.

The fact is, Python is one of the most popular programming languages in the world – Huge companies like Google use it in mission critical applications like Google Search.

And Python is the number one language choice for machine learning, data science and artificial intelligence. To get those high paying jobs you need an expert knowledge of Python, and that’s what you will get from this course.

By the end of the course you’ll be able to apply in confidence for Python programming jobs. And yes, this applies even if you have never programmed before. With the right skills which you will learn in this course, you can become employable and valuable in the eyes of future employers.

Here’s what a few students have told us about the course after going through it.

“I had very limited programming experience before I started this course, so I have really learned a lot from the first few sections. It has taken me from essentially zero programming skill to a level where I'm comfortable using Python to analyze data for my lab reports, and I'm not even halfway done the course yet. There are other courses out there which focus on data analysis, but those courses are usually targeted at people who already know how to program which is why I chose this course instead. “ – Christian DiMaria

“I have been puttering through your Python course . In that time, though, and without finishing it yet I've been able to automate quite a bit at my work. I work in a school system and unifying data from our various student information systems can be incredibly frustrating, time consuming, and at times challenging. Using your course, I've learned enough to write applications that turn massive text files into dictionaries that get "stitched" together like a database and output to properly formatted CSV files and then uploaded via SFTP to various systems for secure processing. Our teachers, students, and the tech department have greatly benefitted from this automation. I just wanted to drop you a note thanking you for helping me learn this skill.” – Keith Medlin

“This course was great. Within 3 weeks I was able to write my own database related applications.” – Theo Coenen

And there are many more students who love the course – check out all the reviews for yourself.

Will this course give you core python skills?

Yes it will.  There are a range of exciting opportunities for Python developers. All of them require a solid understanding of Python, and that’s what you will learn in this course.

Will the course teach me data science, machine learning and artificial intelligence?

No, it won’t do that – All of these topics are branches of Python programming.  And all of them require a solid understanding of the Python language.

Nearly all courses on these topics assume that you understand Python, and without it you will quickly become lost and confused.

This course will give you that core, solid understanding of the Python programming language.

By the end of the course you will be ready to apply for Python programming positions as well as move on to specific areas of Python, as listed above.

Why should you take this course?

There are a lot of Python courses on Udemy – Your instructors, Tim and Jean-Paul are pretty unique in that between them they have around 70 years of professional programming experience.  That’s more than a lifetime of skills you get to learn Python from.

You can enrol in the course safe in the knowledge that they are not just teachers, but professional programmers with real commercial programming experience, having worked with big companies like IBM, Mitsubishi, Fujitsu and Saab in the past.

As such you will not only be learning Python, but you will be learning industry best practices for Python programming that real employers demand. 

And if that’s not enough take a read of some of the many reviews from happy students – there are around 100,000 students who have left around 19,000 reviews.

This is one of the most popular courses on Python programming on Udemy.

Here’s just some of what you’ll learn

(It’s okay if you don’t understand all this yet, you will in the course)

·       All the essential Python keywords, operators, statements, and expressions needed to fully understand exactly what you’re coding and why - making programming easy to grasp and less frustrating

·       You will learn the answers to questions like What is the Python For Loop, what is Python used for, how Python switch the traditional syntax of code, and more.

·       Complete chapters on object-oriented programming and many other aspects of Python, including tKInter (for building GUI Interfaces) and using databases with Python.

·       Although this is primarily a Python 3 course, a python developer will need to work with Python 2 projects from time to time – We’ll show the difference in both versions to make sure you understand how things work differently in each version.

·        How to develop powerful Python applications using one of the most powerful Integrated Development Environments on the market, IntelliJ IDEA! - Meaning you can code functional programs easier.  IntelliJ has both a FREE and PAID version, and you can use either in this course.  PyCharm will also work just fine.

(Don’t worry if you want to use another IDE. You’re free to use any IDE and still get the most out of this course).

Does the course get updated?

It’s no secret how technology is advancing at a rapid rate. New, more powerful hardware and software are being released every day, meaning it’s crucial to stay on top with the latest knowledge.

A lot of other courses on Udemy get released once, and never get updated.  Learning from an outdated course and/or an outdated version of Python can be counter productive and even worse it could teach you the wrong way to do things.

For example if you apply some parts of Python 2 to Python 3 code, you will get completely different results.

We cover differences like this in the course and also continually update the course as well.

What if you have questions?

As if this course wasn’t complete enough, we offer full support, answering any questions you have 7 days a week (whereas many instructors answer just once per week, or not at all).

This means you’ll never find yourself stuck on one lesson for days on end. With our hand-holding guidance, you’ll progress smoothly through this course without any major roadblocks.

That’s just one reason why Tim was voted top 10 in the  Udemy instructor awards (out of a whopping 18,000 instructors), and quickly became a top-rated, bestselling instructor on the Udemy site.  

Student Quote: “Tim and JP are excellent teachers and are constantly answering questions and surveying students on new topics they will like to learn. This isn't a Python course it’s THE Python course you need.” – Sean Burger

There’s no risk either!

This course comes with a full 30 day money-back guarantee. Meaning if you are not completely satisfied with the course or your progress, simply let Tim or J-P know and they will refund you 100%, every last penny no questions asked.

You either end up with Python skills, go on to develop great programs and potentially make an awesome career for yourself, or you try the course and simply get all your money back if you don’t like it…

You literally can’t lose.

Ready to get started, developer?

Enrol now using the “Add to Cart” button on the right, and get started on your way to creative, advanced Python brilliance. Or, take this course for a free spin using the preview feature, so you know you’re 100% certain this course is for you.

See you on the inside (hurry, your Python class is waiting!)

Learn HTML5 Programming From Scratch

A Complete HTML5 Programming Course for Beginners

Created by Eduonix Learning Solutions - 1+ Million Students Worldwide | 200+ Courses

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Students: 318252, Price: $24.99

Students: 318252, Price:  Paid

HTML5 is one of the hot web technologies and is widely gaining acceptance across mobile and web. In our course, you get a complete resource that can get you started on application development for HTML5. In our course, you work on actual examples and go through important concepts required for thorough knowledge. 

In our course, you will start with basic HTML tags. You will learn how to create HTML websites and use CSS in your work before we start discussing HTML5. We do not assume any prior knowledge so we go through the concepts from the beginner's point of view. In our HTML5 lectures, we start with new tags and forms. We then gradually move to advance topics like Drag and Drop and Multimedia. We follow it with difficult topics like Geolocation, WebStorage, and Application cache. This course creates easy to grasp examples for each of the concepts and by the end of it, you will be able to understand the complete picture rather than just bits and pieces of the technology.  Some of the salient features for the course are:

  • Designed for absolute beginners

  • Practical tips and tricks for the real world development

  • Updated to include modern concepts

  • It shows how to think in HTML

  • Learn the basic Javascript

This is the complete HTML5 course you will need to get started with HTML5 application development. The simplicity and its content have made it one of the most popular HTML5 courses on the planet.

Deep Learning A-Z™: Hands-On Artificial Neural Networks

Learn to create Deep Learning Algorithms in Python from two Machine Learning & Data Science experts. Templates included.

Created by Kirill Eremenko - Data Scientist

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Students: 309032, Price: $89.99

Students: 309032, Price:  Paid

*** As seen on Kickstarter ***

Artificial intelligence is growing exponentially. There is no doubt about that. Self-driving cars are clocking up millions of miles, IBM Watson is diagnosing patients better than armies of doctors and Google Deepmind's AlphaGo beat the World champion at Go - a game where intuition plays a key role.

But the further AI advances, the more complex become the problems it needs to solve. And only Deep Learning can solve such complex problems and that's why it's at the heart of Artificial intelligence.

--- Why Deep Learning A-Z? ---

Here are five reasons we think Deep Learning A-Z™ really is different, and stands out from the crowd of other training programs out there:

1. ROBUST STRUCTURE 

The first and most important thing we focused on is giving the course a robust structure. Deep Learning is very broad and complex and to navigate this maze you need a clear and global vision of it. 

That's why we grouped the tutorials into two volumes, representing the two fundamental branches of Deep Learning: Supervised Deep Learning and Unsupervised Deep Learning. With each volume focusing on three distinct algorithms, we found that this is the best structure for mastering Deep Learning.

2. INTUITION TUTORIALS

So many courses and books just bombard you with the theory, and math, and coding... But they forget to explain, perhaps, the most important part: why you are doing what you are doing. And that's how this course is so different. We focus on developing an intuitive *feel* for the concepts behind Deep Learning algorithms.

With our intuition tutorials you will be confident that you understand all the techniques on an instinctive level. And once you proceed to the hands-on coding exercises you will see for yourself how much more meaningful your experience will be. This is a game-changer.

3. EXCITING PROJECTS

Are you tired of courses based on over-used, outdated data sets?

Yes? Well then you're in for a treat.

Inside this class we will work on Real-World datasets, to solve Real-World business problems. (Definitely not the boring iris or digit classification datasets that we see in every course). In this course we will solve six real-world challenges:

  • Artificial Neural Networks to solve a Customer Churn problem
  • Convolutional Neural Networks for Image Recognition
  • Recurrent Neural Networks to predict Stock Prices
  • Self-Organizing Maps to investigate Fraud
  • Boltzmann Machines to create a Recomender System
  • Stacked Autoencoders* to take on the challenge for the Netflix $1 Million prize

*Stacked Autoencoders is a brand new technique in Deep Learning which didn't even exist a couple of years ago. We haven't seen this method explained anywhere else in sufficient depth.

4. HANDS-ON CODING 

In Deep Learning A-Z™ we code together with you. Every practical tutorial starts with a blank page and we write up the code from scratch. This way you can follow along and understand exactly how the code comes together and what each line means. 

In addition, we will purposefully structure the code in such a way so that you can download it and apply it in your own projects. Moreover, we explain step-by-step where and how to modify the code to insert YOUR dataset, to tailor the algorithm to your needs, to get the output that you are after. 

This is a course which naturally extends into your career.

5. IN-COURSE SUPPORT

Have you ever taken a course or read a book where you have questions but cannot reach the author? 

Well, this course is different. We are fully committed to making this the most disruptive and powerful Deep Learning course on the planet. With that comes a responsibility to constantly be there when you need our help.

In fact, since we physically also need to eat and sleep we have put together a team of professional Data Scientists to help us out. Whenever you ask a question you will get a response from us within 48 hours maximum. 

No matter how complex your query, we will be there. The bottom line is we want you to succeed. 

--- The Tools ---

Tensorflow and Pytorch are the two most popular open-source libraries for Deep Learning. In this course you will learn both!

TensorFlow was developed by Google and is used in their speech recognition system, in the new google photos product, gmail, google search and much more. Companies using Tensorflow include AirBnb, Airbus, Ebay, Intel, Uber and dozens more. 

PyTorch is as just as powerful and is being developed by researchers at Nvidia and leading universities: Stanford, Oxford, ParisTech. Companies using PyTorch include Twitter, Saleforce and Facebook.

So which is better and for what? 

Well, in this course you will have an opportunity to work with both and understand when Tensorflow is better and when PyTorch is the way to go. Throughout the tutorials we compare the two and give you tips and ideas on which could work best in certain circumstances.

The interesting thing is that both these libraries are barely over 1 year old. That's what we mean when we say that in this course we teach you the most cutting edge Deep Learning models and techniques.

--- More Tools ---

Theano is another open source deep learning library. It's very similar to Tensorflow in its functionality, but nevertheless we will still cover it.

Keras is an incredible library to implement Deep Learning models. It acts as a wrapper for Theano and Tensorflow. Thanks to Keras we can create powerful and complex Deep Learning models with only a few lines of code. This is what will allow you to have a global vision of what you are creating. Everything you make will look so clear and structured thanks to this library, that you will really get the intuition and understanding of what you are doing.

--- Even More Tools ---

Scikit-learn the most practical Machine Learning library. We will mainly use it:  

  • to evaluate the performance of our models with the most relevant technique, k-Fold Cross Validation
  • to improve our models with effective Parameter Tuning
  • to preprocess our data, so that our models can learn in the best conditions

And of course, we have to mention the usual suspects. This whole course is based on Python and in every single section you will be getting hours and hours of invaluable hands-on practical coding experience. 

Plus, throughout the course we will be using Numpy to do high computations and manipulate high dimensional arrays, Matplotlib to plot insightful charts and Pandas to import and manipulate datasets the most efficiently.

--- Who Is This Course For? ---

As you can see, there are lots of different tools in the space of Deep Learning and in this course we make sure to show you the most important and most progressive ones so that when you're done with Deep Learning A-Z™ your skills are on the cutting edge of today's technology.

If you are just starting out into Deep Learning, then you will find this course extremely useful. Deep Learning A-Z™ is structured around special coding blueprint approaches meaning that you won't get bogged down in unnecessary programming or mathematical complexities and instead you will be applying Deep Learning techniques from very early on in the course. You will build your knowledge from the ground up and you will see how with every tutorial you are getting more and more confident.

If you already have experience with Deep Learning, you will find this course refreshing, inspiring and very practical. Inside Deep Learning A-Z™ you will master some of the most cutting-edge Deep Learning algorithms and techniques (some of which didn't even exist a year ago) and through this course you will gain an immense amount of valuable hands-on experience with real-world business challenges. Plus, inside you will find inspiration to explore new Deep Learning skills and applications.

--- Real-World Case Studies ---

Mastering Deep Learning is not just about knowing the intuition and tools, it's also about being able to apply these models to real-world scenarios and derive actual measurable results for the business or project. That's why in this course we are introducing six exciting challenges:

#1 Churn Modelling Problem

In this part you will be solving a data analytics challenge for a bank. You will be given a dataset with a large sample of the bank's customers. To make this dataset, the bank gathered information such as customer id, credit score, gender, age, tenure, balance, if the customer is active, has a credit card, etc. During a period of 6 months, the bank observed if these customers left or stayed in the bank. 

Your goal is to make an Artificial Neural Network that can predict, based on geo-demographical and transactional information given above, if any individual customer will leave the bank or stay (customer churn). Besides, you are asked to rank all the customers of the bank, based on their probability of leaving. To do that, you will need to use the right Deep Learning model, one that is based on a probabilistic approach. 

If you succeed in this project, you will create significant added value to the bank. By applying your Deep Learning model the bank may significantly reduce customer churn.

#2 Image Recognition

In this part, you will create a Convolutional Neural Network that is able to detect various objects in images. We will implement this Deep Learning model to recognize a cat or a dog in a set of pictures. However, this model can be reused to detect anything else and we will show you how to do it - by simply changing the pictures in the input folder. 

For example, you will be able to train the same model on a set of brain images, to detect if they contain a tumor or not. But if you want to keep it fitted to cats and dogs, then you will literally be able to a take a picture of your cat or your dog, and your model will predict which pet you have. We even tested it out on Hadelin’s dog!

#3 Stock Price Prediction

In this part, you will create one of the most powerful Deep Learning models. We will even go as far as saying that you will create the Deep Learning model closest to “Artificial Intelligence”. Why is that? Because this model will have long-term memory, just like us, humans. 

The branch of Deep Learning which facilitates this is Recurrent Neural Networks. Classic RNNs have short memory, and were neither popular nor powerful for this exact reason. But a recent major improvement in Recurrent Neural Networks gave rise to the popularity of LSTMs (Long Short Term Memory RNNs) which has completely changed the playing field. We are extremely excited to include these cutting-edge deep learning methods in our course! 

In this part you will learn how to implement this ultra-powerful model, and we will take the challenge to use it to predict the real Google stock price. A similar challenge has already been faced by researchers at Stanford University and we will aim to do at least as good as them. 

 #4 Fraud Detection

According to a recent report published by Markets & Markets the Fraud Detection and Prevention Market is going to be worth $33.19 Billion USD by 2021. This is a huge industry and the demand for advanced Deep Learning skills is only going to grow. That’s why we have included this case study in the course.  

This is the first part of Volume 2 - Unsupervised Deep Learning Models. The business challenge here is about detecting fraud in credit card applications. You will be creating a Deep Learning model for a bank and you are given a dataset that contains information on customers applying for an advanced credit card. 

This is the data that customers provided when filling the application form. Your task is to detect potential fraud within these applications. That means that by the end of the challenge, you will literally come up with an explicit list of customers who potentially cheated on their applications.

#5 & 6 Recommender Systems

From Amazon product suggestions to Netflix movie recommendations - good recommender systems are very valuable in today's World. And specialists who can create them are some of the top-paid Data Scientists on the planet.

We will work on a dataset that has exactly the same features as the Netflix dataset: plenty of movies, thousands of users, who have rated the movies they watched. The ratings go from 1 to 5, exactly like in the Netflix dataset, which makes the Recommender System more complex to build than if the ratings were simply “Liked” or “Not Liked”. 

Your final Recommender System will be able to predict the ratings of the movies the customers didn’t watch. Accordingly, by ranking the predictions from 5 down to 1, your Deep Learning model will be able to recommend which movies each user should watch. Creating such a powerful Recommender System is quite a challenge so we will give ourselves two shots. Meaning we will build it with two different Deep Learning models.

Our first model will be Deep Belief Networks, complex Boltzmann Machines that will be covered in Part 5. Then our second model will be with the powerful AutoEncoders, my personal favorites. You will appreciate the contrast between their simplicity, and what they are capable of.

And you will even be able to apply it to yourself or your friends. The list of movies will be explicit so you will simply need to rate the movies you already watched, input your ratings in the dataset, execute your model and voila! The Recommender System will tell you exactly which movies you would love one night you if are out of ideas of what to watch on Netflix!  

--- Summary ---

In conclusion, this is an exciting training program filled with intuition tutorials, practical exercises and real-World case studies. 

We are super enthusiastic about Deep Learning and hope to see you inside the class!

Kirill & Hadelin

Beginner PHP and MySQL Tutorial

Learn PHP and MySQL and start developing web apps like a pro!

Created by Infinite Skills - High Quality Training

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Students: 297867, Price:  Free

PHP and MySQL are incredibly powerful open source technologies that allow people to create functional websites and apps that go way beyond basic HTML. While it can seem intimidating to someone with no background in coding, working with PHP is much easier than many realize. With the right guidance and a desire to learn, most people can learn how to put together a functional web app in a few days! 

This PHP / MySQL Tutorial Video Course is narrated by Robert Tucker, a long-time trainer, lecturer and consultant who specializes in helping people learn how to use technology to solve real world problems. In this high-impact course, Robert walks users through the creation of a functional PHP / MySQL interface from beginning to end, explaining where needed the important technical points without relying on excessive jargon. This is not an overview of complex theory, but a hands-on primer that will allow even beginners to create usable solutions quickly! 

Robert shows you how to make the most from these free technologies used by everyone from small startups to the biggest technology companies in the world. 

Learn PHP and MySQL and start developing web apps like a pro! Learn PHP and MySQL and start developing web apps like a pro!

The Complete Web Developer Course 2.0

Learn Web Development by building 25 websites and mobile apps using HTML, CSS, Javascript, PHP, Python, MySQL & more!

Created by Rob Percival - Web Developer And Teacher

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Students: 292879, Price:  Paid

You’re here because you’re ready to start building professional, career-boosting websites.

Or maybe you’re coding already and want to take things to the next level? 

I’m here because I’m the creator of the best-selling, highest-rated coding courses on Udemy—and I love to share my secrets with you.

Welcome to The Complete Web Developer Course 2.0

Based on feedback from over 25,000 5-star reviews, I’ve created The Complete Web Developer Course 2.0, the sequel to my global smash-hit: Build 14 Websites course.

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You’ll get access to twelve chapters that dig deep into the nitty gritty of building successful websites.

Each chapter is supported with over 40 hours of clear, intelligent video tutorials and practical website challenges.

All at your fingers tips. Right now.

  • The course starts with the fundamentals. I’ll show you insider tips to work quickly and efficiently with web technologies like HTML5, CSS3 and Python. 

  • Once you’ve got that locked down, I’ll show you how to build your own responsive websites using more advanced techniques such as jQuery PHP 7, MySQL 5 and Twitter Bootstrap.

  • By then you’ll be developing blogs and eCommerce sites with Wordpress, and learn smart ways to add dynamic content, using APls to connect to sites such as Google Maps and Facebook.

  • As we all know, the best way to learn is to do, so you’ll complete fun website challenges at every turn. Plus, as you fly through the course, you’ll use your skills to put a site together as you go. The final challenge is a full Twitter clone.

“Very easy to follow along with how the course has been divided into small topics. The summary pages at the end of each topic are very useful to review if you have to take a break from the course, allowing you to pick up right where you left off.” - Andrea Price-Lace

Over 12 chapters you will learn:

  • How does the web work?

  • Setting up your (free) hosting

  • HTML

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What else will you get?

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  • FREE UNLIMITED WEB HOSTING FOR ONE YEAR (worth $199) *Limited to one year per student not per course*

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Take a peek at my bio below, to see how I gave up my successful career to teach others to code part time.  Since making that decision, my life has changed beyond compare.

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Taught by

Hi! I’m Rob. I have a degree in Mathematics from Cambridge University and you might call me a bit of coding geek. 

After building websites for friends and family for fun, I soon learned that web development was a very lucrative career choice. I gave up my successful (and sometimes stressful) job as a teacher to work part time and today, couldn’t be happier.

I’m passionate about teaching kids to code, so every summer I run codeschoolorguk in the beautiful city of Cambridge. I also run the popular web hosting and design service, Eco Web Hosting, which leaves me free to share my secrets with people like you.

You wouldn’t believe the freedom that being a web developer offers. Sign up and find out for yourself why so many people are taking and recommending this course.  I genuinely believe it’s the best on the market and if you don’t agree, I’ll happily refund your money.

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Sign up to The Complete Web Developer Course 2.0 and join me in this amazing adventure today.

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Machine Learning & Deep Learning in Python & R

Covers Regression, Decision Trees, SVM, Neural Networks, CNN, Time Series Forecasting and more using both Python & R

Created by Start-Tech Academy - 3,000,000+ Enrollments | 4+ Rated | 160+ Countries

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Students: 289470, Price: $29.99

Students: 289470, Price:  Paid

You're looking for a complete Machine Learning and Deep Learning course that can help you launch a flourishing career in the field of Data Science, Machine Learning, Python, R or Deep Learning, right?

You've found the right Machine Learning course!

After completing this course you will be able to:

· Confidently build predictive Machine Learning and Deep Learning models using R, Python to solve business problems and create business strategy

· Answer Machine Learning, Deep Learning, R, Python related interview questions

· Participate and perform in online Data Analytics and Data Science competitions such as Kaggle competitions

Check out the table of contents below to see what all Machine Learning and Deep Learning models you are going to learn.

How this course will help you?

A Verifiable Certificate of Completion is presented to all students who undertake this Machine learning basics course.

If you are a business manager or an executive, or a student who wants to learn and apply machine learning and deep learning concepts in Real world problems of business, this course will give you a solid base for that by teaching you the most popular techniques of machine learning and deep learning. You will also get exposure to data science and data analysis tools like R and Python.

Why should you choose this course?

This course covers all the steps that one should take while solving a business problem through linear regression. It also focuses Machine Learning and Deep Learning techniques in R and Python.

Most courses only focus on teaching how to run the data analysis but we believe that what happens before and after running data analysis is even more important i.e. before running data analysis it is very important that you have the right data and do some pre-processing on it. And after running data analysis, you should be able to judge how good your model is and interpret the results to actually be able to help your business. Here comes the importance of machine learning and deep learning. Knowledge on data analysis tools like R, Python play an important role in these fields of Machine Learning and Deep Learning.

What makes us qualified to teach you?

The course is taught by Abhishek and Pukhraj. As managers in Global Analytics Consulting firm, we have helped businesses solve their business problem using machine learning techniques and we have used our experience to include the practical aspects of data analysis in this course. We have an in-depth knowledge on Machine Learning and Deep Learning techniques using data science and data analysis tools R, Python.

We are also the creators of some of the most popular online courses - with over 600,000 enrollments and thousands of 5-star reviews like these ones:

This is very good, i love the fact the all explanation given can be understood by a layman - Joshua

Thank you Author for this wonderful course. You are the best and this course is worth any price. - Daisy

Our Promise

Teaching our students is our job and we are committed to it. If you have any questions about the course content, practice sheet or anything related to any topic, you can always post a question in the course or send us a direct message. We aim at providing best quality training on data science, machine learning, deep learning using R and Python through this machine learning course.

Download Practice files, take Quizzes, and complete Assignments

With each lecture, there are class notes attached for you to follow along. You can also take quizzes to check your understanding of concepts on data science, machine learning, deep learning using R and Python. Each section contains a practice assignment for you to practically implement your learning on data science, machine learning, deep learning using R and Python.

Table of Contents

  • Section 1 - Python basic

This section gets you started with Python.

This section will help you set up the python and Jupyter environment on your system and it'll teach you how to perform some basic operations in Python. We will understand the importance of different libraries such as Numpy, Pandas & Seaborn. Python basics will lay foundation for gaining further knowledge on data science, machine learning and deep learning.

  • Section 2 - R basic

This section will help you set up the R and R studio on your system and it'll teach you how to perform some basic operations in R. Similar to Python basics, R basics will lay foundation for gaining further knowledge on data science, machine learning and deep learning.

  • Section 3 - Basics of Statistics

This section is divided into five different lectures starting from types of data then types of statistics then graphical representations to describe the data and then a lecture on measures of center like mean median and mode and lastly measures of dispersion like range and standard deviation. This part of the course is instrumental in gaining knowledge data science, machine learning and deep learning in the later part of the course.

  • Section 4 - Introduction to Machine Learning

In this section we will learn - What does Machine Learning mean. What are the meanings or different terms associated with machine learning? You will see some examples so that you understand what machine learning actually is. It also contains steps involved in building a machine learning model, not just linear models, any machine learning model.

  • Section 5 - Data Preprocessing

In this section you will learn what actions you need to take step by step to get the data and then prepare it for the analysis these steps are very important. We start with understanding the importance of business knowledge then we will see how to do data exploration. We learn how to do uni-variate analysis and bivariate analysis then we cover topics like outlier treatment, missing value imputation, variable transformation and correlation.

  • Section 6 - Regression Model

This section starts with simple linear regression and then covers multiple linear regression.

We have covered the basic theory behind each concept without getting too mathematical about it so that you understand where the concept is coming from and how it is important. But even if you don't understand it, it will be okay as long as you learn how to run and interpret the result as taught in the practical lectures.

We also look at how to quantify models accuracy, what is the meaning of F statistic, how categorical variables in the independent variables dataset are interpreted in the results, what are other variations to the ordinary least squared method and how do we finally interpret the result to find out the answer to a business problem.

  • Section 7 - Classification Models

This section starts with Logistic regression and then covers Linear Discriminant Analysis and K-Nearest Neighbors.

We have covered the basic theory behind each concept without getting too mathematical about it so that you

understand where the concept is coming from and how it is important. But even if you don't understand

it, it will be okay as long as you learn how to run and interpret the result as taught in the practical lectures.

We also look at how to quantify models performance using confusion matrix, how categorical variables in the independent variables dataset are interpreted in the results, test-train split and how do we finally interpret the result to find out the answer to a business problem.

  • Section 8 - Decision trees

In this section, we will start with the basic theory of decision tree then we will create and plot a simple Regression decision tree. Then we will expand our knowledge of regression Decision tree to classification trees, we will also learn how to create a classification tree in Python and R

  • Section 9 - Ensemble technique

In this section, we will start our discussion about advanced ensemble techniques for Decision trees. Ensembles techniques are used to improve the stability and accuracy of machine learning algorithms. We will discuss Random Forest, Bagging, Gradient Boosting, AdaBoost and XGBoost.

  • Section 10 - Support Vector Machines

SVM's are unique models and stand out in terms of their concept. In this section, we will discussion about support vector classifiers and support vector machines.

  • Section 11 - ANN Theoretical Concepts

This part will give you a solid understanding of concepts involved in Neural Networks.

In this section you will learn about the single cells or Perceptrons and how Perceptrons are stacked to create a network architecture. Once architecture is set, we understand the Gradient descent algorithm to find the minima of a function and learn how this is used to optimize our network model.

  • Section 12 - Creating ANN model in Python and R

In this part you will learn how to create ANN models in Python and R.

We will start this section by creating an ANN model using Sequential API to solve a classification problem. We learn how to define network architecture, configure the model and train the model. Then we evaluate the performance of our trained model and use it to predict on new data. Lastly we learn how to save and restore models.

We also understand the importance of libraries such as Keras and TensorFlow in this part.

  • Section 13 - CNN Theoretical Concepts

In this part you will learn about convolutional and pooling layers which are the building blocks of CNN models.

In this section, we will start with the basic theory of convolutional layer, stride, filters and feature maps. We also explain how gray-scale images are different from colored images. Lastly we discuss pooling layer which bring computational efficiency in our model.

  • Section 14 - Creating CNN model in Python and R

In this part you will learn how to create CNN models in Python and R.

We will take the same problem of recognizing fashion objects and apply CNN model to it. We will compare the performance of our CNN model with our ANN model and notice that the accuracy increases by 9-10% when we use CNN. However, this is not the end of it. We can further improve accuracy by using certain techniques which we explore in the next part.

  • Section 15 - End-to-End Image Recognition project in Python and R

In this section we build a complete image recognition project on colored images.

We take a Kaggle image recognition competition and build CNN model to solve it. With a simple model we achieve nearly 70% accuracy on test set. Then we learn concepts like Data Augmentation and Transfer Learning which help us improve accuracy level from 70% to nearly 97% (as good as the winners of that competition).

  • Section 16 - Pre-processing Time Series Data

In this section, you will learn how to visualize time series, perform feature engineering, do re-sampling of data, and various other tools to analyze and prepare the data for models

  • Section 17 - Time Series Forecasting

In this section, you will learn common time series models such as Auto-regression (AR), Moving Average (MA), ARMA, ARIMA, SARIMA and SARIMAX.

By the end of this course, your confidence in creating a Machine Learning or Deep Learning model in Python and R will soar. You'll have a thorough understanding of how to use ML/ DL models to create predictive models and solve real world business problems.

Below is a list of popular FAQs of students who want to start their Machine learning journey-

What is Machine Learning?

Machine Learning is a field of computer science which gives the computer the ability to learn without being explicitly programmed. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention.

Why use Python for Machine Learning?

Understanding Python is one of the valuable skills needed for a career in Machine Learning.

Though it hasn’t always been, Python is the programming language of choice for data science. Here’s a brief history:

In 2016, it overtook R on Kaggle, the premier platform for data science competitions.

In 2017, it overtook R on KDNuggets’s annual poll of data scientists’ most used tools.

In 2018, 66% of data scientists reported using Python daily, making it the number one tool for analytics professionals.

Machine Learning experts expect this trend to continue with increasing development in the Python ecosystem. And while your journey to learn Python programming may be just beginning, it’s nice to know that employment opportunities are abundant (and growing) as well.

Why use R for Machine Learning?

Understanding R is one of the valuable skills needed for a career in Machine Learning. Below are some reasons why you should learn Machine learning in R

1. It’s a popular language for Machine Learning at top tech firms. Almost all of them hire data scientists who use R. Facebook, for example, uses R to do behavioral analysis with user post data. Google uses R to assess ad effectiveness and make economic forecasts. And by the way, it’s not just tech firms: R is in use at analysis and consulting firms, banks and other financial institutions, academic institutions and research labs, and pretty much everywhere else data needs analyzing and visualizing.

2. Learning the data science basics is arguably easier in R. R has a big advantage: it was designed specifically with data manipulation and analysis in mind.

3. Amazing packages that make your life easier. Because R was designed with statistical analysis in mind, it has a fantastic ecosystem of packages and other resources that are great for data science.

4. Robust, growing community of data scientists and statisticians. As the field of data science has exploded, R has exploded with it, becoming one of the fastest-growing languages in the world (as measured by StackOverflow). That means it’s easy to find answers to questions and community guidance as you work your way through projects in R.

5. Put another tool in your toolkit. No one language is going to be the right tool for every job. Adding R to your repertoire will make some projects easier – and of course, it’ll also make you a more flexible and marketable employee when you’re looking for jobs in data science.

What is the difference between Data Mining, Machine Learning, and Deep Learning?

Put simply, machine learning and data mining use the same algorithms and techniques as data mining, except the kinds of predictions vary. While data mining discovers previously unknown patterns and knowledge, machine learning reproduces known patterns and knowledge—and further automatically applies that information to data, decision-making, and actions.

Deep learning, on the other hand, uses advanced computing power and special types of neural networks and applies them to large amounts of data to learn, understand, and identify complicated patterns. Automatic language translation and medical diagnoses are examples of deep learning.

Learn Android Application Development

A beginner course on Android Application development

Created by ProgramMe Programming - Android fanatic and teacher

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Students: 286684, Price: Free

Students: 286684, Price:  Free

Android accounts for approximately 85% of all devices sold today (2017 Q1). It only makes sense for you to be developing applications for the Android platform.

I will take you through the basics of Android Application development, and introduce some more complex features as well. This includes the following:

  • An extensive look at the Java programming language

  • Introduction to Android, installing Android Studio.

  • Create your first Android Application, learn to debug the application and learn how to create a signed APK that you can submit to the play store.

  • Working with implicit and explicit intents

  • Detailed example of how to work with Fragments

  • Learn some customizations like a custom ListView, Toast, TextView and ActionBar

  • Learn how to save data to the phone in the form of SharedPreferences, Files and SQLite

  • Learn how to implement Android 6 Permissions

  • Read data from a RSS feed and sending SMSes programmatically

  • Learn how to save data online and do user management with Backendless (MBAAS)

By completing this course, you will have more than just basic knowledge of Android Application Development.

Join this course now!