Best Business Intelligence Courses

Find the best online Business Intelligence 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 Business Intelligence Courses.

Introduction to Databases and SQL Querying

A step by step introduction to the concept of Databases and Introduction to SQL Querying.

Created by Rakesh Gopalakrishnan - Over 260,000 Students

"]

Students: 379414, Price: Free

Students: 379414, Price:  Free

This is an introductory course on Databases and SQL Querying. There are no pre-requisities for this course. If you are looking to get acquainted with the concept of Databases and Queries for maybe your next interview as an analyst, this is the right course for you. All you need is a windows machine and we will walk through step by step, right from setting up your environment to creating your first table to writing your first query. This course is structured in a way that you can follow along with me. At the end of this course, you should be comfortable writing simple queries including queries related to Dates, String manipulation, Aggregation etc.

The Business Intelligence Analyst Course 2021

The skills you need to become a BI Analyst - Statistics, Database theory, SQL, Tableau – Everything is included

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

"]

Students: 154088, Price: $89.99

Students: 154088, Price:  Paid

Hi! Welcome to The Business Intelligence Analyst Course, the only course you need to become a BI Analyst. 

We are proud to present you this one-of-a-kind opportunity. There are several online courses teaching some of the skills related to the BI Analyst profession. The truth of the matter is that none of them completely prepare you.

Our program is different than the rest of the materials available online.

 

It is truly comprehensive. The Business Intelligence Analyst Course comprises of several modules:

 

  • Introduction to Data and Data Science

     

  • Statistics and Excel

     

  • Database theory

     

  • SQL

     

  • Tableau

     

  • SQL + Tableau

     

These are the precise technical skills recruiters are looking for when hiring BI Analysts. And today, you have the chance of acquiring an invaluable advantage to get ahead of other candidates. This course will be the secret to your success. And your success is our success, so let’s make it happen!

 

Here are some more details of what you get with The Business Intelligence Analyst Course:   

  • Introduction to Data and Data Science – Make sense of terms like business intelligence, traditional and big data, traditional statistical methods, machine learning, predictive analytics, supervised learning, unsupervised learning, reinforcement learning, and many more;

     

  • Statistics and Excel – Understand statistical testing and build a solid foundation. Modern software packages and programming languages are automating most of these activities, but this part of the course gives you something more valuable – critical thinking abilities;

     

  • Database theory – Before you start using SQL, it is highly beneficial to learn about the underlying database theory and acquire an understanding of why databases are created and how they can help us manage data

     

  • SQL - when you can work with SQL, it means you don’t have to rely on others sending you data and executing queries for you. You can do that on your own. This allows you to be independent and dig deeper into the data to obtain the answers to questions that might improve the way your company does its business

     

  • Tableau – one of the most powerful and intuitive data visualization tools available out there. Almost all large companies use such tools to enhance their BI capabilities. Tableau is the #1 best-in-class solution that helps you create powerful charts and dashboards

     

  • Learning a programming language is meaningless without putting it to use. That’s why we integrate SQL and Tableau, and perform several real-life Business Intelligence tasks

     

Sounds amazing, right?

 

Our courses are unique because our team works hard to:

 

  • Pre-script the entire content

     

  • Work with real-life examples

     

  • Provide easy to understand and complete explanations

     

  • Create beautiful and engaging animations

     

  • Prepare exercises, course notes, quizzes, and other materials that will enhance your course taking experience

     

  • Be there for you and provide support whenever necessary

     

We love teaching and we are really excited about this journey. It will get your foot in the door of an exciting and rising profession. Don’t hesitate and subscribe today. The only regret you will have is that you didn’t find this course sooner!

Microsoft Power BI Desktop for Business Intelligence

Master Power BI Desktop & learn advanced Power BI analysis & data visualization w/ a top Microsoft Power BI instructor

Created by Maven Analytics - Award-Winning Analytics & Business Intelligence Training

"]

Students: 141549, Price: $129.99

Students: 141549, Price:  Paid

Hear why this is one of the TOP-RATED Power BI courses on Udemy:

"Instructor is top notch - moves at the right pace and keeps it interesting. Best Power BI course on Udemy!"

-Adam Edwards

"Resources are awesome. Presenter is brilliant. I found this course more useful than the offical Power BI course from Microsoft. Things are easy to follow, and presentations are of high quality."

-Jacobus M.

"Chris is a skilled communicator and does a great job of explaining a complex tool like Microsoft Power BI. His 'pro-tips' are great for new user productivity and gaining a sense of the big picture, and I value his best practices on building and managing Power BI queries and reports. I'm feeling much more confident to dig in and use Power BI on my own projects!"

-Bill Jerrow

__________

COURSE DESCRIPTION:

If you're looking for a comprehensive, hands-on guide to learning Microsoft Power BI Desktop, you've come to the right place.

Power BI is quickly becoming the world's most powerful self-service business intelligence platform, and an absolutely essential tool for data professionals and beginners alike. With Power BI you can connect to hundreds of data sources, build complex relational models using simple and intuitive tools, and design stunning, interactive dashboards from scratch -- all for free.

__________

THE COURSE PROJECT:

In this course, you'll be playing the role of Lead Business Intelligence Analyst for Adventure Works Cycles, a global manufacturing company. Your mission? To design and deliver a professional-quality, end-to-end business intelligence solution, armed only with Power BI and a handful of raw csv files.

But don't worry, I'll be guiding you through the ins-and-outs of Power BI Desktop, sharing crystal clear explanations and helpful pro tips each step of the way. We'll follow a steady, systematic progression through the Power BI workflow, and break down our project into FOUR KEY OBJECTIVES:

__________

POWER BI OBJECTIVE #1Connect & Transform the Raw Data

  • Intro to the Power BI Query Editor

  • Types of Power BI Data Connectors

  • Basic Table Transformations

  • Text, Number & Date Tools

  • Index & Conditional Columns

  • Grouping & Aggregating Data

  • Pivoting & Unpivoting

  • Modifying, Merging & Appending Queries

  • Connecting to Folders

  • Defining Hierarchies & Categories

  • Query Editing & Power BI Best Practices

__________

POWER BI OBJECTIVE #2: Build a Relational Data Model

  • Intro to Database Normalization

  • Data ("Fact") Tables vs. Lookup ("Dimension") Tables

  • Creating Power BI Table Relationships

  • "Star" vs. "Snowflake" Schemas

  • Active vs. Inactive Relationships

  • Relationship Cardinality

  • Connecting Multiple Data Tables

  • Filtering & Cross-Filtering

  • Hiding Fields from the Power BI Report View

  • Data Modeling & Power BI best Practices

__________

POWER BI OBJECTIVE #3: Add Calculated Fields with DAX

  • Intro to Data Analysis Expressions (DAX)

  • Calculated Columns vs. Measures

  • Row Context vs. Filter Context in Power BI

  • DAX Syntax & Operators

  • Common Power BI Functions

  • Basic Date & Time Formulas

  • Logical & Conditional Statements

  • Text, Math & Stats Functions

  • Joining Data with RELATED

  • CALCULATE, ALL & FILTER Functions

  • DAX Iterators (SUMX, AVERAGEX)

  • Time Intelligence Formulas

  • DAX & Power BI Best Practices

__________

POWER BI OBJECTIVE #4: Design Interactive Power BI Reports

  • Intro to the Power BI Report View

  • Adding Basic Charts to Power BI Reports

  • Formatting & Filtering Options

  • Matrix Visuals

  • Slicers & Timelines

  • Cards & KPIs

  • Power BI Map Visuals (Basic, Fill, ArcGIS)

  • Treemaps, Lines, Areas & Gauges

  • Editing Report interactions

  • Adding Drillthrough Filters

  • Linking to Report Bookmarks

  • Using "What-If" Parameters

  • Managing & Viewing Roles

  • PREVIEW: Publishing to Power BI Service

  • Power BI Data Viz Best Practices

__________

By the end of the Adventure Works project, not only will you have developed an entire business intelligence tool from the ground up using Power BI, but you will have gained the knowledge and confidence to apply these same concepts to your own Power BI projects.

For those looking for more opportunities to test their Power BI skills, I've also included an additional set of project files for a bonus Final Project. This is your chance to showcase all of the skills you've developed throughout the course, and apply them to a brand new data set from Maven Market, a global supermarket chain.

Whether you're a casual Power BI user, aspiring analyst, or data science professional, this course will give you the tools you need to become an absolute Power BI ROCK STAR -- guaranteed.

__________

Join today and get immediate, lifetime access to the following:

  • 100+ page Power BI ebook

  • Downloadable Power BI project files

  • Homework exercises & quizzes

  • 1-on-1 expert support

  • Course Q&A forum

  • 30-day money-back guarantee

See you in there!

-Chris (Founder, Maven Analytics)

__________

Looking for the full business intelligence stack? Search for "Maven Analytics" to browse our full course library, including Excel, Power BI, MySQL, and Tableau courses!

Foundations of Business Strategy

Foundations of Business Strategy introduces strategic analysis frameworks and their underlying theory.

Created by Michael Lenox - Slover Professor of Business - University of Virginia

"]

Students: 120752, Price: Free

Students: 120752, Price:  Free

A Faculty Project Course - Best Professors Teaching the World

Strategic analysis is critical for analyzing the competitive context in which an organization operates and for making reasoned and reasonable recommendations for how that organization should position itself and what actions it should take to maximize value creation. In this course, we will explore the underlying theory and frameworks that provide the foundations of a successful business strategy. Managers, entrepreneurs, social entrepreneurs, analysts, and consultants all may find value in mastering these fundamentals.

SQL – MySQL for Data Analytics and Business Intelligence

SQL that will get you hired – SQL for Business Analysis, Marketing, and Data Management

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

"]

Students: 112931, Price: $99.99

Students: 112931, Price:  Paid

How important is database management in the age of big data and analytics?

It is really important.   

How many employers would be happy to hire employees who can use data for the purposes of business intelligence?   

All of them.

 

How many people have these skills?

Not enough.

 

This is why now is the time to learn SQL and gain a competitive advantage in the job market. Remember, the average salary of a SQL developer is $92,000! That’s a lucrative career.   

How come?   

Well, when you can work with SQL, it means you don’t have to rely on others sending you data and executing queries for you. You can do that on your own. This allows you to be independent and dig deeper into the data to obtain the answers to questions that might improve the way your company does its business. For instance, Database management is the foundation for data analysis and intelligent decision making.   

Worried that you have no previous experience? 

Not an issue. We will start from the very basics and gradually teach you everything you need to know. Step by step. With no steps skipped.   

Why take this course in particular? Isn’t it like the rest of the SQL courses out there?

 

We would like to think it isn’t. Our team worked hard to create a course that is:

 

  • Easy to understand

     

  • Time efficient and concise

     

  • Shows how SQL can be crucial for data analytics and business intelligence   

  • Comprehensive – it covers several topics not shown in other SQL courses   

  • Practical – it teaches you how to work with a real-life database   

  • Corresponds to professional best practices

     

  • Taught in MySQL – The most popular SQL database management system

     

  • Contains plenty of downloadable exercises, course notes, and quiz questions

     

Some of these aspects have been covered in other courses. Others haven’t. However, no one provides such a variety of topics in one place.

 

We firmly believe this course is the best training material out there. It is a truly interactive experience preparing you for a real-life working environment.   

We love teaching   

So far, over 210,000 students have enrolled in our courses here on Udemy. Teaching is what we do best, and we take pride in going the extra mile to create the best content for you, our students. Our mission is to help you bridge the gap between theoretical knowledge taught at school and in universities and the practical application required at the workplace.   

So, why do you need to enroll in this course and learn SQL?

 

  1. Salary/Income. As we pointed out earlier, learning SQL is a great opportunity. There is a significant surge in demand for skills revolving around database management, database administration, and business analysis relying on data. Companies will pay top dollars for specialists who have such know-how

     

  2. Profession of the future. In the years to come, data will only grow in importance and size. Therefore, it is great to pick up a skill that will likely increase in demand over the years to come

     

  3. Analytical reasoning. Programming languages are a great way to train your mind. Furthermore, understanding a business task and looking for its solution through writing code can be really interesting and stimulating once you become familiar with the basics

     

What about certificates? Do you provide a certificate?

Upon completion of the course, you will be able to download a certificate of completion with your name on it. Then, you can upload this certificate on LinkedIn and show potential employers this is a skill you possess.

 

Sounds awesome, right?

 

So, what are you waiting for? Click the “Take this course” button, and let’s begin this journey together!

 

Microsoft Excel: Business Intelligence w/ Power Query & DAX

Learn advanced Excel for data analysis & business intelligence (Power Query, Power Pivot & DAX language. Excel 2013+)

Created by Maven Analytics - Award-Winning Analytics & Business Intelligence Training

"]

Students: 69153, Price: $89.99

Students: 69153, Price:  Paid

Hear why this is one of the TOP-RATED Excel courses on Udemy, and the #1 Excel Power Query + Excel Power Pivot course:

"I am a self-taught Excel Power Query user and it took me a while to understand what each tool does and how it interacts with others. Thanks to your introduction I finally nailed it in a very clear, unambiguous way. You helped me build a method that I can confidently apply to my data in Excel. Thank you so much!"

-Francesca C.

"I'm less of an expert at breathing than Chris is at Excel. This course is thorough and well-planned, and he presents in a manner that simplifies the complicated. Well worth your time if you want to master Excel power query and power pivot!"

-Tim B.

"I'm geeking out, this is so cool. Where has this been all my life???"

-Karen P.

__________

COURSE DESCRIPTION:

This course introduces Microsoft Excel's powerful data modeling and business intelligence tools: Power Query, Power Pivot, and Data Analysis Expressions (DAX). If you're looking to become a power Excel user and absolutely supercharge your Excel analytics game, this course is the A-Z guide that you're looking for.

I'll introduce the "Power Excel" landscape, and explore what these Excel tools are all about and why they are changing the world of self-service business intelligence. Together, we'll walk through the Excel BI workflow, and build an entire Excel data model from scratch:

  • First we'll get hands-on with Power Query; a tool to extract, transform, and load data into Excel from flat files, folders, databases, API services and more. We'll practice shaping, blending and exploring our project files in Excel's query editor, and create completely automated loading procedures inside of Excel with only a few clicks.

  • From there we'll dive into Data Modeling 101, and cover the fundamentals of database design and normalization (including table relationships, cardinality, hierarchies and more). We'll take a tour through the Excel data model interface, introduce some best practices and pro tips, and then create our own relational database to analyze throughout the course.

  • Finally, we'll use Power Pivot and DAX to explore and analyze our Excel data model. Unlike traditional Excel Pivot Tables, Power Pivot allows you to analyze hundreds of millions of rows across multiple data tables (inside of Excel!), and create supercharged calculated fields using a formula language called Data Analysis Expressions (or "DAX" for short). We'll cover basic DAX syntax, then introduce some of the most powerful and commonly-used functions -- CALCULATE, FILTER, SUMX and more.

If you're ready to take your Excel game to new heights and join the leading edge of analytics & business intelligence, this course is for you. It's time to stop fighting with tedious, manual tasks and struggling with "old-school" Excel; join me on this journey and emerge a certified excel analytics NINJA.

See you in there!

-Chris (Founder, Excel Maven Maven Analytics)

__________

IMPORTANT: Power Query and Power Pivot are currently NOT available in Excel for Mac. You'll need a PC version of Excel that is compatible with Power Pivot (Excel 2010 with plug-in, Excel 2013, Excel 2016, or Excel 2019 Standalone, Office 365 Pro Plus, Enterprise E3/E5, Office Professional 2016, etc.)

__________

Looking for the full business intelligence stack? Search for "Maven Analytics" to browse our full course library, including Excel, Power BI, MySQL, and Tableau courses!

*** This course includes Excel project files, quizzes & homework exercises, 1-on-1 instructor support, LIFETIME access and a 100% money-back guarantee! ***

Power BI – The Ultimate Orientation

Business Intelligence and data is here to stay. Get your Orientation to Self Service BI with Power BI

Created by Paula Guilfoyle CPA & MVP - Microsoft MVP, CPA Accountant, & Life Long Learner

"]

Students: 66892, Price: Free

Students: 66892, Price:  Free

Business Intelligence and data are here to stay.  Now with Power BI by Microsoft, costs and skills are no longer a barrier to entry.

Power BI is a self service business intelligence system, and best of all, it is free for all to use. 

COURSE OVERVIEW

The aim of this course Power BI - The Ultimate Orientation is to give you a solid orientation of Power BI. First you will learn how to download and install power bi desktop.  We will have a look around the user interface and then we will start to work with some data.

Using an example data set, we will connect to both excel and cvs files and you will get an introduction of the Query editor as we do some transformation on the data.  Then we will move on to a few calculations and you will be introduced to the concept of relationships and dax. Finally in powerbi desktop we will look at the visualisations side.

After we look at visualisations in Power Bi Desktop we will move on to power Bi services.  Its in services that you will get insights, have the ability to share reports, build dashboards and connect to data packs that contains prebuilt dashboards and reports.

 We will not be looking at any of this in detail as, this course is an orientation course, designed to get you familiar and comfortable with the Power BI user interface.  The aim of the course is to get you up and running.  To show you that Power BI offers a real solution, and give you ideas of how it can be used.

Learn Tableau Desktop for Accurate Business Analysis

Hit the ground running with Tableau Desktop - develop 10 core skills for one of the fastest growing job markets in IT!

Created by Jane Crofts - Tableau Partner and Tableau Qualified Associate

"]

Students: 66043, Price: Free

Students: 66043, Price:  Free

Let's decide if this course is right for you.

  1. Have you recently started, or are you planning to start, using Tableau Desktop in your business?
  2. Are you looking to quickly build your skills in Tableau Desktop?
  3. Are you looking for Tableau Desktop skills that can be immediately put to use in analysing your business?

If you answered ‘yes’ to these questions, then this course is for you!

This course will give you the skills you need to jump straight in to using Tableau Desktop in your business.

Presented in a business context and working step-by-step through an instructor-led case study, this course goes beyond simply teaching the functions of Tableau Desktop. This course uses real-world business problems to give you 10 core skills that business users should have when using Tableau Desktop.

The 10 Tableau Desktop core skills covered by this course are:

    Bar & Line Charts

    Pie Charts

    Geographic Maps

    Scatter Plots

    Groups

    Area Charts

    Filters

    Dual Axis Charts

    Crosstabs and calculations

    Actions

An additional “Bonus Round” provides some more advanced skill development in formatting data, blending data, creating custom design elements and using responsive dashboard elements to build more sophisticated dashboards.

In addition to the video lectures and supporting notes, you will receive a range of workbooks and additional tools that you can use again and again. These tools and templates have been developed and tested over many years of consulting to organisations of all sizes using Tableau Desktop.

SAP BusinessObjects Business Intelligence – An Introduction

Information Design Tool (IDT) and Web Intelligence (WebI)

Created by Phillip Burton - Best Selling Instructor - over 350,000 students so far

"]

Students: 49969, Price: Free

Students: 49969, Price:  Free

In this course, we will Install SAP BusinessObjects programs, namely Information Design Tool (IDT) and Web Intelligence (WebI) - for free.

We will create a sample database in Access 2010 (although you may already have your own database that you want to use), and then create a database connection to it.

We will then create a "universe" in IDT, with a database Relational Connection, Data Foundation and Business Layer.

We will then export this universe from IDT and open it in WebI.

We will then create some tables and graphs.

This is a quick overview of these two programs, following which you will have the programs on your machine, and can experiment for yourself.

Power Pivot Workshop Beginner

Learn how to start using Power Pivot for Excel creating your own data models.

Created by Marco Russo - Business Intelligence expert at SQLBI - SSAS Maestro & MVP

"]

Students: 45049, Price: Free

Students: 45049, Price:  Free

The Beginner course introduces Power Pivot to any user who knows Excel and want to create reports with more complex and large data structures than a single table made by few thousand rows. Power Pivot is available in both Excel 2010 and Excel 2013, and it is the center of Power BI, the Microsoft offer for self-service analytics.

The course includes almost 3 hours of video in 30 lectures. You do not need any previous experience in Power Pivot to take this course.

Sections included in this course:

  • Introduction to Self-Service Business Intelligence
  • Introduction to Power Pivot
  • Loading Data
  • Data Modeling

After this course, we suggest you to take the Power Pivot Workshop Intermediate one.

SQL for Data Analysis: Beginner MySQL Business Intelligence

Learn SQL database querying w/ MySQL Workbench. Perfect for SQL beginners and first-time coders.

Created by Maven Analytics - Award-Winning Analytics & Business Intelligence Training

"]

Students: 27830, Price: $139.99

Students: 27830, Price:  Paid

See why this is one of the TOP RATED SQL/MySQL Courses on Udemy:

"Clear presentation of information and with enough repetition of important SQL concepts to help make the information memorable. Loved the frequent practice examples and code debugging exercises!"

- Maggi M.

"I totally loved this course! Everything was very easy to understand, but it moved at a fast enough pace that I never got bored. I learned SO much about MySQL and had fun doing it. In fact, at the end of the day I didn't want to stop learning -- I wanted to keep charging on to the next lesson!"

- Ann S.

"John's deep understanding of SQL and database analysis and ability to explain those tools to a newcomer with 0 experience, is really unmatched. I've taken other SQL and MySQL courses and tried reading books, but this course is by far the easiest way to understand SQL. Excited to see more courses from John!"

- Steven M.

______________________________

SQL and MySQL are incredibly powerful tools for managing and analyzing relational databases, and a skill that every Analyst and Business Intelligence professional should have in the arsenal.

In this course, you’ll play the role of a business owner who just acquired Maven Movies, a brick and mortar DVD rental shop. Using only a MySQL database and MySQL Workbench, your mission is to learn everything that you can about your new business; including your inventory, staff, and customer behavior.

But don't worry, you're not alone! We'll be right here to guide you from start to finish, sharing crystal clear explanations, MySQL pro tips and best practices, and course quizzes, projects and homework assignments to test your SQL and database analysis skills along the way.

______________________________

COURSE OUTLINE:

  • SQL Intro & MySQL Setup

    We’ll start with a quick intro to the SQL landscape and it's common "flavors" (MySQL, SQLite, PostgreSQL, etc), then download and install the tools that we'll need to access and explore our MySQL database (MySQL Community Server + MySQL Workbench)

  • SQL Database Fundamentals (Part 1)

    Once we have our tools installed, we'll quickly review some database fundamentals and begin to explore the 16 tables contained within our MySQL database, containing information about Maven Movies customers, inventory, and transactions.

  • Analyzing Data from Single Tables with MySQL

    In this section we'll start exploring and extracting information from individual tables in our MySQL database, and practice writing SQL queries to select, filter, sort and group our data.

    [MID-COURSE MYSQL PROJECT]

  • SQL Database Fundamentals (Part 2)

    The second half of the course is all about anayzing data from multiple tables in MySQL, so we'll begin with a quick review of relational databases and database analysis: primary vs. foreign keys, relationship cardinality, normalization, etc.

  • Analyzing Multiple Tables via MySQL JOINS

    In this section, we'll review the most common types of SQL joins (INNER, LEFT, RIGHT, OUTER, etc), and explore some more complex MySQL queries to analyze data that bridges multiple tables in our database.

    [FINAL MYSQL PROJECT]

IMPORTANT NOTE: This course does NOT cover building, altering, or maintaining SQL/MySQL databases. Our goal here is to focus on data exploration and database analysis using MySQL and MySQL Workbench (we'll cover database administration tools in a separate course).

______________________________

Enroll today and get LIFETIME access to:

  • 5+ hours of high-quality video

  • Downloadable MySQL ebook

  • Quizzes and homework assignments

  • Mid-course and Final SQL projects

  • 30-day money-back guarantee

If you’re looking for a hands-on, practical guide to mastering data analysis with SQL/MySQL, this is the course for you!

Happy analyzing!

-John (Lead SQL Instructor & MySQL Expert, Maven Analytics)

______________________________

Looking for the full business intelligence stack? Search for "Maven Analytics" to browse our full course library, including Excel, Power BI, MySQL, and Tableau courses!

What Is Business Analysis for Information Technology (IT)

An Overview of Business Analysis Activities and Current Business Analysis Techniques

Created by Tom and Angela Hathaway - BA-EXPERTS: Business Analysis for Anyone Wearing the BA Hat

"]

Students: 26710, Price: Free

Students: 26710, Price:  Free

Business Analysis in the Real World

A Buddhist proverb warns, “Be mindful of intention. Intention is the seed that creates our future.” In a very real sense, this statement expresses the reason for business analysis. This discipline is really all about choosing and defining a desired future because without intention (expressed in business analysis terms, “requirements”), no future is more or less desirable than another.

In reality, every organization does some form of business analysis whether it uses the term or not. For many (especially larger organizations), it is an extremely structured, managed process while others thrive on change and only do business analysis when and as needed. The perception that business analysis is only needed to develop IT solutions is inaccurate. Actually, it is a critical component of any change initiative within an organization whether software is involved or not.

Current Business Analysis Techniques and Methods

The course defines how business analysis is currently practiced. The authors provide insight into this fast-growing field by distinguishing strategic, tactical, and operational business analysis. It provides surveys of what Business Analysts really do and what business analysis techniques people use most often when they are the one “wearing the BA hat”. You will learn what “requirements” really are and what different types of requirements exist. Because many requirements define future information technology (IT) solutions, the authors share their experience on how Waterfall, Iterative, Agile, and Experimental (aka "Chaotic") Software Development methodologies impact the business analysis responsibility.

Who Needs Business Analysis Skills?

Although the field of Business Analysis offers great career opportunities for those seeking employment, some level of business analysis skill is essential for any adult in the business world today. Many of the techniques used in the field evolved from earlier lessons learned in systems analysis and have proven themselves to be useful in every walk of life. We have personally experienced how business analysis techniques help even in your private life.

We created this course for everyday people in the real world to give you a basic understanding of some core business analysis methods and concepts. If this course answers some of your questions, great. If it raises more questions than it answers (implying that it piqued your curiosity), even better. If it motivates you to learn more about this emerging and fascinating topic, it has served its purpose well.

Advanced SQL: MySQL Data Analysis & Business Intelligence

Master advanced SQL database coding w/ MySQL Workbench. My SQL course takes your SQL analysis skills to new heights!

Created by Maven Analytics - Award-Winning Analytics & Business Intelligence Training

"]

Students: 23339, Price: $129.99

Students: 23339, Price:  Paid

IMPORTANT NOTE: This is an advanced SQL course, which builds on the skills covered in our introductory MySQL courses. Please review the prerequisite skills or complete the beginner SQL course before taking this one!

______________________________

See why John is one of the TOP-RATED SQL/MySQL Instructors on Udemy:

"I totally loved this course! Everything was easy to understand, but it moved at a fast enough pace that I never got bored. I learned SO much about MySQL and had fun doing it. In fact, at the end of the day I didn't want to stop learning -- I wanted to keep charging on to the next lesson!"

- Ann S.

"This is an excellent advanced course! I've taken both SQL courses from Maven Analytics and highly recommend both. The best part of this course is the detail they included by building a real world e-commerce database. It's much easier to grasp the concepts when you can see how they're literally applied to scenarios and outcomes as opposed to just theory. Great work!"

- Dan S.

"John's deep understanding of SQL and database analysis and ability to explain those tools is really unmatched. I've taken other SQL and MySQL courses and tried reading books, but this course is by far the most effective. Excited to see more courses from John!"

- Steven M.

______________________________

COURSE DESCRIPTION:

If you want to develop practical, real-world analytics & BI skills using advanced SQL, you're in the right place.

This course is unlike anything you’ve seen before, guaranteed. Instead of using random sample data and obscure demos, we’ll be working with a rich, custom-built eCommerce database that we’ve designed from scratch to help you apply your SQL skills to real projects and learn how to truly THINK like an analyst.

You’ll be playing the role of a newly hired Database Analyst for Maven Fuzzy Factory, an eCommerce start-up, and will be working directly with the CEO, Marketing Director and Website Manager to help grow the business and analyze performance along the way. You'll use a range of advanced SQL tools and techniques, and work through actual projects that data analysts and business intelligence professionals work on every day.

______________________________

COURSE OUTLINE:

  • Prerequisite SQL Skills Assessment

    In this section we'll address the core SQL/MySQL skills that you should be comfortable with before starting the course, including SELECT statements, aggregate functions, and table joins. If you aren't sure how your skills stack up, we've included a quiz to assess your baseline SQL knowledge.

  • MySQL Setup & Install

    For students who haven't completed our intro course, we'll demonstrate exactly how to download and install the tools that we'll need to access MySQL, including MySQL Community Server & MySQL Workbench. We'll share download guides for both Mac & PC, and run our first piece of SQL code to generate the project database that we'll analyze throughout the course.

  • Traffic Analysis & Optimization

    In this section we’ll use MySQL to analyze where our website traffic is coming from, how different sources perform in terms of traffic volume and conversion rates, and how we can adjust bids to optimize our budgets.

  • Website Measurement & Testing

    In this section we'll dive into page-level website data to compare traffic and conversion rates, and use MySQL to build and analyze conversion funnels to help optimize the customer purchase experience.

    ***MID-COURSE PROJECT: Preparing data for the executive board meeting

  • Channel Analysis & Optimization

    In this section we’ll dig deeper into our traffic channel mix, explore paid vs. free traffic, break down performance by device type, and write advanced SQL queries to conduct some time-series analyses to understand trending and seasonality.

  • Product-Level Analysis

    In this section we’ll use MySQL to break down product-level sales and conversion rates, analyze cross-selling patterns, and use refund rates to keep a pulse on quality.

  • User-Level Analysis

    In this section we’ll take a closer look at user behavior and repeat sessions, and use MySQL techniques to identify our most valuable customers and explore which channels they are coming from.

    ***FINAL PROJECT: Building a data-driven growth story for potential investors

______________________________

Unlike other SQL courses, this one is uniquely designed to sharpen your business intelligence and analytical thinking skills; as you complete course projects and exercises, you’ll actually see patterns and trends emerging in the data based on your findings. For those looking to pursue a career in analytics, this course is a must.

Enroll today and get LIFETIME access to:

  • 8+ hours of high-quality video

  • Downloadable MySQL ebook

  • Quizzes and hands-on projects

  • Mid-course and Final SQL projects

  • 30-day money-back guarantee

IMPORTANT NOTE: This course does NOT cover building, altering, or maintaining SQL/MySQL databases. Our goal here is to focus on data exploration and database analysis using MySQL and MySQL Workbench (we'll cover database administration tools in a separate course).

Happy analyzing!

-John (Lead SQL Instructor & MySQL Expert, Maven Analytics)

______________________________

Looking for the full business intelligence stack? Search for "Maven Analytics" to browse our full course library, including Excel, Power BI, MySQL, and Tableau courses!

Microsoft Power BI – Business Intelligence for Beginners

Beginner Course on Power BI : Business Intelligence & Data/Business Analysis with Microsoft Power BI

Created by BizticsCom King - Passionate data expert in Business Intelligence field.

"]

Students: 23267, Price: $109.99

Students: 23267, Price:  Paid

Learn to create stunning Dashboards and Reports using Microsoft's free Business Intelligence / Analytics tool, Power BI.

Do you want to build professional-quality Business Intelligence Reports from the ground up ? Do you want to blend and transform raw data into beautiful Interactive Dashboards ? Do you want to learn design and implement the same B.I. tools used by professional analysts and data scientists ? Do you want to understand the Business Intelligence workflow from end-to-end.

 Then Microsoft Power BI is the right tool for you and this comprehensive course will teach you everything you need to know to use Power BI. 

 This hands on (Beginner to Intermediate) course will prepare you to start your data analytics career and also will prepare you to Successfully  implement Power BI in your organization. Absolutely no experience is required. 25+ hours of HD videos of building 18  interactive Business Intelligence Reports and Dashboards (real-world examples) from scratch to finish. Files for Start and Finished projects also included to challenge you so you can learn by immediately applying what you're learning .  You will have gained the knowledge and confidence to apply these same concepts to real-word to solve the Business problems or Business requirements. 

By the time you complete this course, You'll be a highly proficient Power BI user. You'll be fully prepared to collect, clean, model and present data for any purpose.  You will be using your skills as a Business Intelligence Professional to extract knowledge from data so you can analyze and visualize complex Business Problems/Requirements with ease.

 Why should you consider a career as a Business Data Analyst? 

  • Salary. A Business Data Analyst is a well-paid career 

  • Stable Career. As most corporations gathering more and more data. There will never be shortage of Jobs for Business Data Analyst. 

  • Advancement in Career : Since you will be building different reports for different departments. You will never be bored and always be valued. Which will bring you more opportunities in your career.  Business Data Analyst get very visibility in corporations. Whole management depends on them.  

#microsoft #powerbi #data #business #intelligence #analysis

Course Curriculum:

Section 1: Business intelligence -

  • Introduction to Power BI

  • Business Analysis - Course Introduction

  • Thank you for enrolling - Must watch

  • Dashboard-in-a-day & Power BI Best Practices Introduction

  • Power Bi Introduction - 0

  • Power Bi Introduction - 1

  • Power Bi Introduction - 2

  • Why Microsoft Power BI

  • Power BI Family

  • Power BI Desktop

  • Power BI Service 1

  • Power BI Service 2

  • Descriptive-Predictive-Prescriptive Analytics

  • IT Challenges 0

  • IT Challenges 1

  • How to take the quizzes

Section 2: Data Analysis and Business Intelligence - Collect , Injest and  Import Data

  • Download Data files first

  • Import data from CSV files

  • Import data from Excel files

  • Import data from Web 1

  • Import data from Web 2

  • Import Real-time Streaming Data

  • Download and Install SQL Server Express

  • Download and Install Sample Databases

  • Import data from SQL Server

  • Import data from OData feed REST-API

  • Import Data from Folder

  • Dataflows - Introduction

  • Dataflows - Create Gateway from Scratch

  • Dataflows - Create Entities from CSV file

  • Dataflows - Create Entities Using SQL Server

Section 3: Prep, Clean and Shape Data

  • Download resources for this section.

  • Remove Rows

  • Remove Columns

  • Make first row as headers

  • How to create calculate columns

  • How to remove duplicates,  Unpivot columns and split columns

  • Change Data type, Replace Values and Rearrange the columns

  • Append Queries

  • Merge Queries

Section 4: Power BI Visuals

  • Download resources for this section.

  • Visuals Intro

  • Visuals-Bar Charts

  • Visuals-Line Charts

  • Visuals-Pie Chart

  • Stacked bar Chart

  • Clustered Column Chart

  • Visuals-Area Chart and Analytics Tab Explained-0

  • Visuals-Area Chart and Analytics Tab Explained-1

  • Visuals-Combo Chart

  • Visuals-Scatter Chart

  • Visuals-Treemap Chart

  • Visuals-funnel Chart

  • Visuals-Card and Multi-Row Card

  • Visuals-Gauge Card

  • Visuals-KPIs

  • Visuals-Matrix

  • Visuals-Table

  • Visuals-Text boxes - Shapes - Images

  • Visuals-Slicers

  • Visuals-Maps

  • Custom Visuals - Word Cloud

  • Visualization interactions

Section 5: Data Modeling

  • Our First Report-0

  • Our First Report-1

  • Our First Report-2

  • Our First Report-3

  • Publishing and Sharing your first report

  • Theme Download file

  • Modeling Basics-0

  • Modeling Basics-1

  • Modeling Basics-2

  • Modeling and Relationships-0

  • Modeling and Relationships-1

  • Other ways to create Relationship

  • Normalization - Denormalization-0

  • Normalization - Denormalization-1

  • OLTP vs OLAP

  • Star Schema vs Snowflake Schema-0

  • Star Schema vs Snowflake Schema-1

Section 6: Introduction to DAX

  • DAX101 - Importing Data for Dax Learning

  • DAX101 - Resources for Dax Learning

  • DAX101 - What is Dax

  • DAX101 - Dax Data Types

  • DAX101 - Dax Operators and Syntax

  • DAX101 - M vs Dax

  • DAX101 - Create a Column

  • DAX101 - Rules to Create Measures

  • DAX101 - Calculated Columns vs Calculated Measures-0

  • DAX101 - Calculated Columns vs Calculated Measures-1

  • DAX101 - Sum()

  • DAX101 - AVERAGE()-MIN()-MAX()

  • DAX101 - SUMX()

  • DAX101 - DIVIDE()

  • DAX101 - COUNT()-COUNTROWS()

  • DAX101 - CALCULATE()-0

  • DAX101 - CALCULATE()-1

  • DAX101 - FILTER()

  • DAX101 - ALL()

  • DAX101 - Time Intelligence - Create Date Table in M (important)

  • DAX101 - Time Intelligence - Create Date Table in DAX-0

  • DAX101 - Time Intelligence - Create Date Table in DAX-1

  • DAX101 - Time Intelligence - PREVIOUSMONTH()

  • DAX101 - Time Intelligence - SAMEPERIODLASTYEAR()

  • DAX101 - Time Intelligence - TOTALYTD()

  • DAX101 - Display Last Refresh Date

  • DAX101 - Time Intelligence - DATEADD()

  • DAX101 - Quick Measures

Section 7: Hands-on Real-world Projects

  1. Delicious Pizza

  2. American Bank

  3. Financial Report

  4. Productivity in 2017

  5. Personality

  6. Tough Sport by Skill

  7. Natural Disasters

  8. Terrorism in World

  9. Procurement-spend Analysis

  10. Products Analysis

  11. Regional Analysis

  12. IT Tickets Analysis

  13. Human Resources 1

  14. Human Resources 2

  15. Human Resources 3

  16. Financial Data Report

  17. Sales Analysis

  18. Bank Report

Section 8: Personal - Enterprise Gateway

  • On-Premises Gateway

  • Personal vs Enterprise Gateway

  • Install and Configure Personal Gateway

  • Install and Configure Enterprise Gateway

  • Manage SQL Server Data Source thru Enterprise Gateway

Section 9: Power BI Service and Dashboards

  • PowerBI Reports

  • PowerBI Workspaces

  • PowerBI Datasets

  • What are Dashboards

  • How to create Workspace and Publish Report

  • Create dashboards 6 different ways-0

  • Create dashboards 6 different ways-1

  • Favorite dashboards, reports, and apps in Power BI

  • Subscribe to a Report or Dashboard

  • Rename Workspace or Report or Dashboard

  • Display Reports or Dashboards in Full screen mode

  • Delete Reports or Dashboards

  • Dashboard Menus

  • Quick Insights

  • Setting up Alerts on Cards

  • Q-A in Power BI

  • Analyze in Excel

  • File and View Options

  • Printing Dashboard and Reports

  • Row level security

  • Access Reports Dashboards using Mobile Devices

  • Report page tooltip-0

  • Report page tooltip-1

  • Filter- Page-Report-Visualization level-0

  • Filter- Page-Report-Visualization level-1

Section 10: Sharing and Collaboration

  • Sharing and Collaboration

  • Sharing Dashboard

  • Sharing Workspaces

  • Sharing App

  • Publish To Web

Section 11: Bonus Lectures

  • Download Materials

  • Power BI : Best Practices, Tips and Tricks 0

  • Power BI : Best Practices, Tips and Tricks 1

  • Power BI : Best Practices, Tips and Tricks 2

  • Power BI : Best Practices, Tips and Tricks 3

  • Power BI : Best Practices, Tips and Tricks 4

  • Power BI : Best Practices, Tips and Tricks 5

  • Dashboard-in-a-day : Download Material link

  • Dashboard-in-a-day : Introduction

  • Dashboard-in-a-day : Accessing Data

  • Dashboard-in-a-day : Data Preparation 0

  • Dashboard-in-a-day : Data Preparation 1

  • Dashboard-in-a-day : Data modeling and Exploration 0

  • Dashboard-in-a-day : Data modeling and Exploration 1

  • Dashboard-in-a-day : Data modeling and Exploration 2

  • Dashboard-in-a-day : Data modeling and Exploration 3

  • Dashboard-in-a-day : Data modeling and Exploration 4

  • Dashboard-in-a-day : Data Visualizations 0

  • Dashboard-in-a-day : Data Visualizations 1

  • Dashboard-in-a-day : Publishing Report

  • Dashboard-in-a-day : Creating Dashboards 0

  • Dashboard-in-a-day : Creating Dashboards 1

  • Dashboard-in-a-day : 6 ways to create Dashboards 0

  • Dashboard-in-a-day : 6 ways to create Dashboards 1

Master Course in Tableau 10 & 2020 for Business Intelligence

Master data visualization in tableau desktop. Covers tableau certification syllabus and more. Tableau Tutorials

Created by Jamie Fry - Principal Analyst Team Lead

"]

Students: 21653, Price: $59.99

Students: 21653, Price:  Paid

New to Tableau? or Just looking to fill in knowledge gaps?

This course is designed for both needs. Using real open source data you will become technically fluent in using tableau, one of the best data visualization software on the market. This course is the result of over five years of experience in tableau. The course is split into three stages, each designed to give a solid foundation in tableau without leaving the student with knowledge gaps.

  • If you are a complete beginner or have Basic knowledge you should start at stage one.

  • If you have experience in Tableau  you should start at stage two, but review any gaps in stage one you have. 

If you would like to know exactly what skills you will learn please view the full technical list at the bottom of this description box.

Why a course by Jamie Fry?

I have NINE years experience with tableau in the workplace. I've watched it grow from simple drag and drop tool into a extremely powerful visualisation software, from a Private company to an IPO. I am not a full time udemy instructor, which i believe is a strength. What i will teach you i use everyday in my workplace, for all different manner of clients across the globe. My technical teaching of this tool comes with real workplace Do's and Don'ts, teaching you will not get from full time instructors that have been out of the workplace for a number of years. I teach tableau in classrooms face to face and via video conferencing, and years of this experience has led to this streamlined course. Please see my Bio for more information on my academic and professional background.

The three stages of this course:

Stage 1: The Apprentice

The absolute fundamentals of tableau. Hit the ground running by learning all the basics, and how tableau manipulates your data. Even students with existing knowledge may learn something here.

Stage 2: The Master

Advance your data visualisation skills and learn to leverage your data. Students will learn the bulk of tableau here.

Stage 3: The Hero

Put all your skills learned to the test, and learn even more by completing a fully interactive workbook consisting of three linked dashboards. You will learn advanced dashboard skills here whilst bringing together all your knowledge.

Bonus Lectures:

A number of bonus lectures have been added to enhance your skills once you have completed the course. These include new chart types such as the "Waterfall" chart which cannot done by the "show me" tab in tableau. 

A full list of what technical skills you will Learn:

Dashboard Functionality

  • Actions (Filter, Highlight and URL)

  • Navigation between dashboards via actions

  • Parameters: The Fundamentals

  • Parameters: Switching between measures

  • Parameters: As a global filter

  • Dashboard Design: Make it look good

  • Dashboard Design: Make it function well

  • Review & Publishing

  • When to use storyboards vs dashboards

Chart Types

  • Text Tables

  • Heat Maps

  • Highlight Tables

  • Waterfall Chart (BONUS)

  • Symbol Maps

  • Filled Maps

  • Pie Charts

  • Bar Charts

  • Stacked Bars

  • Side by Side Bars

  • Duel Axis Charts

  • Tree Maps

  • Scatter Plots

  • Area Charts

  • Box and Whisker 

  • Histogram

  • Bullet

  • Bubbles

  • Control Charts

  • Word cloud (BONUS)

Tableau Essentials

  • Connecting to Data

  • Level of Detail (LOD)

  • What "Good" data Looks like

  • Dashboards and Stories

  • How tableau pivots on your data

  • Hierarchies 

  • Bins and Distributions

  • Calculated Fields

  • Table Calculations

  • Tableau Calculations as functions

  • Window calculations

  • Data blending and joining

  • Reference lines & bollinger bands

  • Forecast

  • Trend line

  • Clustering

  • Filters, including the context filter

  • Grouping & Sets

  • Using time series charts

  • Formatting (colours, fonts etc)

  • Custom colours

  • Custom shapes

  • WMS Mapping

  • Packaging workbooks

Notable features which are NOT covered:

  • Using APIs (web data connectors) 

  • Tableau Server (you should not need to buy courses on this, support is included in Tableaus fee when you buy the server).

SQL Crash Course : PostgreSQL for Beginners

SQL course covering important topics of Business Intelligence for SQL Database ( PostgreSQL ) for Beginners

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

"]

Students: 20462, Price: Free

Students: 20462, Price:  Free

Why learn SQL?

  1. SQL is the most universal and common used database language.It powers the most commonly used database engines like PostgreSQL, SQL Server, SQLite, and MySQL. Simply put,If you want to access databases then yes, you need to know SQL.

  2. It is not really difficult to learn SQL. SQL is not a programming language, it’s a query language. The primary objective where SQL was created was to give the possibility to common people get interested data from database. It is also an English like language so anyone who can use English at a basic level can write SQL query easily.

  3. SQL is one of the most sought-after skills by hiring employers.

  4. You can earn good money

How much time does it take to learn SQL?

SQL is easy but no one can determine the learning time it takes. It totally depends on you. The method we adopted to help you learn SQL quickly starts from the basics and takes you to advanced level within hours. You can follow the same, but remember you can learn nothing without practicing it. Practice is the only way to learn SQL quickly.

What are the steps I should follow to learn SQL?

  1. Start learning from the basics of SQL. The first 10 sections of the course cover the basics.

  2. Once done with the basic try your hands on advanced SQL. Next 10 sections cover Advanced topics

  3. Next few sections will cover help you with interviews and Vivas.

  4. Practice your learning on the exercise provided in every section.

What's the difference between SQL and PostgreSQL?

SQL is a language. Specifically, the "Structured Query Language"

PostgreSQL is one of several database systems, or RDMS (Relational Database Management System). PostgresSQL is one of several RDMS's, others of which are Oracle, Informix, MySQL, and MSQL.

All of these RDMSs use SQL as their language. Each of them have minor variations in the "dialect" of SQL that they use, but it's all still SQL.

Which is better, PostgreSQL or MySQL?

Both are excellent products with unique strengths, and the choice is often a matter of personal preference.

PostgreSQL offers overall features for traditional database applications, while MySQL focuses on faster performance for Web-based applications.

Open source development will bring more features to subsequent releases of both databases.

Who uses these databases?

Here are a few examples of companies that use PostgreSQL: Apple, BioPharm, Etsy, IMDB, Macworld, Debian, Fujitsu, Red Hat, Sun Microsystem, Cisco, Skype.

What's special about this course?

The course is created on the basis of three pillars of learning:

  1. Know (Study)

  2. Do (Practice)

  3. Review (Self feedback)

Know

We have created a set of concise and comprehensive videos to teach you all the SQL related skills you will need in your professional career.

Do

We also provide Exercises to complement the learning from the lecture video. These exercises are carefully designed to further clarify the concepts and help you with implementing the concepts on practical problems faced on-the-job.

Review

Check if you have learnt the concepts by executing your code and analyzing the result set. Ask questions in the discussion board if you face any difficulty.

Bonus Lectures

Apart from this, their is a bonus section which covers important topics from the view of job interviews and Vivas.

The Authors of this course have several years of corporate experience and hence have curated the course material keeping in mind the requirement of SQL in today's corporate world.

SAP Lumira – Building Data Visualizations from Scratch

Your Guide to SAP Business Intelligence using the Lumira Tool to Generate Data Reports

Created by Dhruv Bais - Master Programmer and Machine Learning Robot

"]

Students: 17995, Price: Free

Students: 17995, Price:  Free

You are interested in learning SAP Lumira and getting into the wide realm of programming and intense Tech Entrepreneurship. You have probably wondered what is the most practical way of learning SAP Lumira (which to be frank, gives you the key to ruling the technology industry)

Since technology is changing every day, I have to learn something new every time. The best way that you can learn how to catch up is "to work on it".

Yet, nobody teaches in this manner and I suffer from the same pain when learning something new every time. Most courses are not designed to help you learn by example (immersion is the most potent way of learning in humans). Rather they bathe you with inapplicable information that you have to learn over and over again anyways.

This course is designed to cover all the basic concepts of SAP Lumira and the syntax necessary for learning the advanced topics in SAP Lumira. Even though SAP Lumira can open the door to working with SAP HANA, SAP FIORI, and SAP BASIS and basically everything else with the word "SAP" attached to it, it has some new functionality and nuances that you have to cover and learn.

My job is to make this class a great and fun learning experience so that I can help you progress though your path to learning advanced SAP (whether it be just programming logic...classes....backends (boring) or doing fun stuff like Data Dictionaries).

In this course, I will walk you though SAP Lumira Installation, and you will learn about data structures (we hear a lot about data, but how do we store it?),

However, only a few videos per section are focused on information. I develop the rest of the details of the data structures and syntax through exercises that I walk you through in the course. There are 2-3 lectures on solving tough exercises on each subject so that you can understand not only the syntax and how to the configure SAP Lumira, but also what the crux of SAP Functional is: POWER of SAP Lumira.

There is no risk for you as a student in this course. I have put together a course that is not only worth your money, but also worth your time. This course encompasses the basics of SAP Lumira finance and I urge you to join me on this journey to learn how to dominate the SAP world with the one of the most popular SAP Modules: SAP Lumira.

SQL for Data Analysis: Solving real-world problems with data

A simple & concise mySQL course (applicable to any SQL), perfect for data analysis, data science, business intelligence.

Created by Max SQL - Data and Insights Manager

"]

Students: 16662, Price: Free

Students: 16662, Price:  Free

Note on the Short Version of the Course

I have launched the course as a free, shortened version. It is an excellent introduction to the basics of handling data. Two points I want you to know:

1. The course so far is an in-depth view on a small & important part of SQL, rather than a light-touch overview of everything.

2. Technically, the full paid version is on the way. But I am finding it very difficult to find the time to complete the lessons (between other projects and work).

Therefore for those who need a comprehensive course now, I'd suggest signing up to a couple of courses now including this one while it's free. That way you can learn now but also enjoy all the additional lessons for free when they arrive.

Note on the Communicating

Udemy prevents instructors of Free courses from answering any questions from students. Therefore for now I cannot provide any feedback or respond to comments.

Summary

Forget the dry, old, textbook approach to learning code. Forget endlessly drilling syntax.

This course puts SQL in context and gets you solving real-world business problems from Day 1.

You'll play the role of a data analyst at Australia's largest fictional consumer bank, with a uniquely rich relational database at your fingertips. This context brings SQL to life and makes it easier for you to understand deeply and quickly.

With this new approach, you'll be surprised to see that SQL is fun and simple to learn. My course guarantee is that you'll go from zero to functional SQL coder within the weekend.

Best features in a nutshell

  • In plain English, with business context and fun analogies to explain the otherwise dry syntax.

  • Unique database, using a fictional bank relational database with incredibly rich transaction data to keep the course interesting and relevant.

  • Focuses deep on the absolute basics, to get you the strong foundations required for a data career.

  • Doesn’t cost money! If you sign up now while it’s free, you have lifetime free access, even as the course grows and becomes paid.

Read on for more detail

My story and building the course

My SQL learning experience was not ideal. When I started work I hadn’t the slightest idea what data was, let alone the power it brings to those who wield it skillfully. I took probably a year longer than necessary to master the SQL for data analytics. Even though I was practicing everyday on the job, I was slow to understand new concepts and struggled to remember new syntax.

Now as a full-time data analytics and insights manager, I have the hindsight to know it should have been much easier.

The main ingredients missing for me were:

  1. Structure

    1. What is important, what isn't, and why.

  2. Context

    1. Analogies, interesting examples, and plain English explanations. Bringing it to life!

So I’ve taken what was lacking in my learning experience and build a course around it. Specifically, here’s why my course stands out:

  • Structured

    • We learn what you need for on the job data analysis using SQL, no more less.

    • The topics are covered in an order that makes sense and helps you build on past learning.

    • You understand why each lesson is important, where it sits in the grand scheme of SQL.

  • In context

    • SQL shouldn’t have to be dry or boring, so I have used realistic business problems and analogies.

    • You’ll be playing the role of a data analyst at the largest fictional company in Australia, the Royal Bank of Australia, solving problems to drive sales, improve marketing reach, and manage customers.

    • Knowing why you’re learning the syntax, you’ll learn faster.

  • Hands on/practical

    • You’ll practice writing SQL in every single lesson.

We are going to have fun too, investigating cryptocurrency trading among customers, and even learning about Australian animals!

Why learn SQL?

Most successful companies today are data-driven.

  • They record every bit of information about their business (e.g. customers, sales).

  • They store that information (called data) in complex databases.

  • And they draw insights from the data to improve their business.

That’s where SQL comes in.

The only way to gather data and transform it into valuable business insights is to combine SQL and a smart analyst like you.

It's with SQL that companies know answers all sorts of where do my customers prefer to shop? Who was incorrectly charged fees? Why are sales going down?)

And as you may have noticed in the Promo, SQL is a great skill to build your career

Data careers, in data analysis (business analysis), data science, & data visualisation (business intelligence).

  1. SQL is needed to actually find and handle data in most organisations.

  2. The data handling and management skills learned via SQL are fundamental to understanding data in general, and are useful even if you don't use the SQL language (rare).

  3. Access to data can make you powerful in organisations. It's hard to argue with an analyst armed with well-prepped data and a solid numbers-based argument.

Marketing, product management, and tech sales:

  1. SQL (and the accompanying data skills) are a great way to stand out in marketing and product.

  2. Marketers and product managers propose changes to improve the business.

  3. Nowadays, any proposed change needs a strong case to support it.

  4. Data is the foundation of any strong business case.

  5. Therefore marketers and product managers with data skills can put together stronger cases, get more initiatives approved, and grow their career faster.

Why start with mySQL? mySQL is:

  • Very common, used by major companies and organisations across the world, such as Uber, Netflix, Spotify, and JPMorgan.

  • Free and easy to set up.

  • Similar to other forms of SQL like Microsoft SQL Server, PostGre SQL, Oracle SQL, Teradata SQL.

Become a Stronger and More Productive Business Analyst

Sharpening your business analysis skill set to produce high quality deliverables quickly and efficiently.

Created by Angelo Kalevela - Certified Business Analyst

"]

Students: 16451, Price: Free

Students: 16451, Price:  Free

A study done by IAG, has shown that only about half of major projects with average level business analysts succeed (56% to be exact). That number increases to 88% when skilled or above average business analysts are involved. Being average is not enough to get the job done anymore.

This course gives techniques and practice drills to help gain the most essential skills to quickly be an above average business analyst. Our goal isn't to develop every skill a business analyst should have; instead, I am to give you the most productive skills and the ability to use them in days instead of decades.

The purpose of this course is NOT to explain or walk you through all the different parts of what being a business analyst is. The purpose of this course is to give you skills that you can learn and use today that will make you a better business analyst tomorrow.

Note: When I say tomorrow, I do not mean next month or next year. I mean the day after today.

Knowledge Management Tools for SMEs

Learn about a variety of Knowledge Management Tools for SMEs and how they can enhance SMEs' performance.

Created by Dynamic SME -

"]

Students: 14154, Price: Free

Students: 14154, Price:  Free

Target groups for this course on Knowledge Management (KM) tools for SMEs are students, practitioners from SMEs and SME support institutions, trainers, consultants, coaches and all other people interested in innovative SME management.

Various KM tools exist to manage knowledge effectively within a company. By bringing together all the information available in a systematic manner, knowledge is capable, when managed and utilized as an important organizational asset, to significantly augment people's output and efficiency.

The course on KM tools for SMEs will consist of eight sections and 24 lectures. The first section will serve as an introduction to the course including a short presentation concerning the course layout and the course objectives. Moreover, the first section shall give a general overview on the area of KM and various KM toolsets. After the lectures of the first section, a quiz has to be taken to test the basic concepts on KM toolkits.

Subsequent lectures will present each week one of the KM tools: Competence Matrix, International Communication, Lessons Learned, Idea Competitions, Business Intelligence and finally Knowledge Market.

The sections covering the KM tools each consist of one video, a written documentation on how to implement the respective tool. Subsequently, a case study is presented at the end, in which students see how this tool can be applied in practice. External resources or downloadable material for further reading will be provided. Quizzes will test the participants know how.

KM is particularly of great importance for SMEs as they are stronger influenced by increasing global competition, fast shifts in technology, economic uncertainties, times of instability and market turbulences than bigger enterprises.

In this respect, offering valuable information about KM tools can help SMEs to understand, evaluate and apply these tools into their daily routine and in particular during turbulent times.

Six Figure Career Plan – Land Your Dream Job in Technology

Achieve a high paying & rewarding profession in Information Technology and start your path towards a six figure career!

Created by Perry Underdown - Instructor, Director, Digital Transformation

"]

Students: 10922, Price: Free

Students: 10922, Price:  Free

Every month in the United States, hundreds of thousands of high paying Information Technology jobs go unfilled.

There are not nearly enough trained workers to fill the available roles, which is ridiculous because most of these lucrative positions can be achieved without huge amounts of education.

The Technology Profession Six Figure Career Plan will provide a concise, focused and achievable program that will empower you to transition to your new lucrative IT career, often in as little as six months. This program will empower you to achieve a lucrative, rewarding, scalable, and stable career in Information Technology in the shortest possible time.

Our program will provide you with a quick and comprehensive overview of the great opportunities related to a career in Information Technology.

The goal is to help you quickly identify and train for your new career while ensuring that you are set up for success.

Power BI Dashboard Step by Step

Business Intelligence, Data Connectiion, Power Query Basic, Creating Visuals, DAX, Dashboards.

Created by Asif Hafeez - Microsoft Certified Trainer | MCSA (BI Reporting)

"]

Students: 9199, Price: Free

Students: 9199, Price:  Free

Try not to become a man of success, but rather try to become a man of value. – Albert Einstein

Data analysis is an exciting field to get into and the career prospects are amazing. You don’t need to be a math/computer science/coding whiz to land a job in data analysis.

Data Analysis in demand and we normally use Excel to create beautiful Charts and Graphs to show the results. But Power BI is the ultimate choice to prepare quick Reports and Dashboards and easy to understand that is the reason it has become the first choice of a Data Analysis.

In this Course I will teach you to create some beautiful Dashboards/Reports by simple techniques in few minutes. Power BI was generally made available in 2015 and by the time it is has become the Leader in the market for Business Intelligence (source: Gartner Report).

WHAT YOU WILL LEARN

  • Simple methods to prepare Power BI Dashboards

  • Quick way to create Reports and Dashboards

PREREQUISITES

  • Basic Excel Knowledge

WHO THIS COURSE IS FOR?

  • Power BI beginners

  • Data Analyst

  • Dashboards lovers

  • Business Intelligence professionals

Business Requirements Document for Beginner Business Analyst

Recommended for the Beginner BA Who Speaks English as a Second Language

Created by Miriam Halberstam - Business Analyst/Online Content Developer

"]

Students: 9036, Price: Free

Students: 9036, Price:  Free

This is a concise course that simplifies the creation of a Business Requirements

Document (BRD) for a project in Information Technology. BRD requirements are

sketched and defined in 2 steps: 1) the first step - Part One - identifies the 6 key project

areas for a project that is not IT-related; and 2) the second step - Part Two - describes the

6 key project areas for an IT project.  

Colorful graphics animate the text, and quizzes based on real-life scenarios engage

the student in the processes of Business Analysis. A final exercise guides the student

in selecting requirements for his/her first BRD.

The course includes a glossary of IT-related terms.  

Gold Nuggets For Business & Life, Experience-Based Learning

Collection of my Business & Life's experiences and business intelligence over the past several decades

Created by Nasser Lukmani - Businessman and Deal Maker

"]

Students: 7203, Price: Free

Students: 7203, Price:  Free

NOTE:  IF YOU ARE IN A STRICTLY TECHNICAL FIELD SUCH AS IT AND HAVE NO INTEREST DIVERSIFYING, THIS COURSE IS NOT FOR YOU.  THIS COURSE IS FOR PEOPLE WHO WANT TO SUCCEED IN BUSINESS AND LIFE BY HONING THEIR SOFT SKILLS.

Welcome to my course, Gold Nuggets For Business & Life, Experience-Based Learning based on my Business Intelligence

In this course, I have shared with you my decades of business and life's experiences which has honed my business intelligence.  While most courses concentrate on hard skills such as creating a massive Excel sheet, few courses teach the soft skills necessary to succeed in business and life.

This is my collection of decades of learning and business intelligence in the professional and personal worlds through short and focused videos in a no-nonsense clear format.  Being a business savvy individual, I believe that you will be able to fine-tune your personality and behavior to position yourself for success and acquire the business intelligence you need to succeed. 

These teachings are, in some ways more important in life than whipping out a massive Excel sheet.  I hope you are able to extract value from the course which it has.  Those who are not wired for this learning, will move on in search of that illusive magic pill.  Don't dismiss the content.  There is no question this is valuable content.  I am always here to help you succeed.   If you have any questions or need assistance in your ventures, please feel free to reach out to me.  Good luck.

Business Intelligence Development using Python 3

Automate and build a marketing data and user behaviour pipeline.

Created by Christoph Odermatt - Data manager

"]

Students: 6532, Price: Free

Students: 6532, Price:  Free

Interested in automating your marketing pipeline or your business intelligence? Then this is your course! Learn how to relieve yourself of repetitive work by programming it. All this in less than 2 hours!

There are many Business Intelligence, Python beginners or Data Analytics courses out there. I combine these subjects to create a course that connects and automates your Data tracking tools to your Business Intelligence tool.

We will Extract real-life data from Google Analytics and Facebook with Python and Transform these data points into a useful format and then Load them to Google Sheets => ETL (Extract, Transform, Load)

Python is the best language to automate these processes and will be used in this course. This course is truly step-by-step as we made the course so you can code along with us. We extract data from 4 different sources and then use those data points to be able to decide on our future business strategy. And all is done through live examples. I am using my previous teaching experience as a lecturer to create this easy to understand course.

As a bonus, this course includes all the Python code templates we created for you to download and use on your own projects.

I and my team are constantly available to support you in your learning and to answer questions.

I'll see you on the inside!

Yours sincerely,

Christoph Odermatt

What are the requirements?

  • A minimum understanding of any computer language and some marketing experience.
  • Any computer running Mac, Windows, or Linux, all is shown on a Mac.
  • All the tools used in the course are free, except for your Marketing you are using.
  • Preferably you already have data from your Marketing on Facebook or Google AdWords.
  • And passion to learn.

What am I going to get from this course?

  • Understand a Data Pipeline, Marketing Analytics, Data Automation and the basics of Data Engineering.
  • Learn how to use Python Libraries to create your data automation process.
  • How to make powerful analysis.
  • Create strong added value to your business. This will help you for your next job interview or your Performance Review and salary negotiations.

Advanced Tableau for Business Intelligence & Data Analysis

Build expert-level Tableau skills with real-world business intelligence & data visualization projects (Tableau 2020.2+)

Created by Maven Analytics - Award-Winning Analytics & Business Intelligence Training

"]

Students: 3352, Price: $129.99

Students: 3352, Price:  Paid

See why Maven Analytics courses are among the TOP-RATED the BEST-SELLING analytics courses on Udemy:

"Some of the BEST courses I've ever taken. I've studied several programming languages, Excel, VBA and web dev, and Maven is among the very best I've seen!" Russ C.

"This is my fourth course from Maven Analytics and my fourth 5-star review, so I'm running out of things to say. I wish Maven was in my life earlier!" Tatsiana M.

"Excellent from start to finish. I picked up a bunch of techniques that will be useful in the workplace, from new chart templates to some very cool advanced visualizations. I loved all of it!" Robert C.

"Maven Analytics should become the new standard for all courses taught on Udemy!" Jonah M.

__________

COURSE DESCRIPTION:

If you’re ready to build expert-level data analysis and visualization skills with Tableau Desktop, you’ve come to the right place.

This course is a hands-on and project-based dive deep into several advanced Tableau topics, ranging from data relationships and calculations to predictive analytics and dynamic design techniques. As always, we’ll be applying these tools to real-world business intelligence use cases every step of the way.

You’ll be playing the role of a newly hired analyst for Maven Roasters, a bespoke, small batch coffee roasting company. Your mission? Use advanced analytics and visual design tools to take the company’s business intelligence reports to the next level.

We’ll kick things off by digging into relationships and the Tableau Desktop data model, exploring topics like logical vs. physical layers, contextual joins, smart aggregation, and performance optimization.

From there we’ll introduce a range of powerful visualization and design tools, including custom templates, dynamic formats, animations, parameter & set actions, and geospatial mapping.

Last but not least, we’ll cover advanced calculations like RegEx and custom LOD expressions, along with powerful predictive analytics tools like regression, forecasting, clustering, and more.

COURSE OUTLINE:

  • Tableau Relationships

    • Logical & physical layers, contextual joins, smart aggregation, etc.

  • Dynamic Design

    • Custom templates, KPI shapes, dynamic formatting, filter menus, etc.

  • Parameter & Set Actions

    • Interactivity, relative dimensional analysis, animation, color scaling, etc.

  • Geospatial Mapping

    • Spatial functions, custom territories, hierarchies, background maps, etc.

  • Advanced Calculations

    • RegEx, advanced table calcs, LOD functions, cohort analysis, etc.

  • Predictive Analytics

    • Regression models, forecasting, clustering, R & Python integration, etc.

Throughout the course, you’ll come across unique opportunities to put your new Tableau skills to the test, like analyzing employee earnings for the Boston Police Department, building forecast models for the World Health Organization, and designing geospatial dashboards to help FEMA identify environmental risks.

Whether you’re an aspiring business intelligence analyst or data scientist, or just looking to take your Tableau skills to the next level, this is the course for you!

__________

Join today and get immediate, lifetime access to the following:

  • 11+ hours of high-quality video

  • Advanced Tableau Desktop ebook

  • Downloadable Tableau project files & solutions

  • Homework assignments & quizzes

  • Course Q&A forum

  • 30-day money-back guarantee

See you in the course!

-Dustin (Featured Tableau Author & Lead Tableau Instructor, Maven Analytics)

__________

Looking for the full business intelligence stack? Search for "Maven Analytics" to browse our full course library, including Excel, Power BI, MySQL, and Tableau courses!

Create a Sales Dashboard in Google Data Studio

Learn how to leverage Business Intelligence to Visualize your Data in a more Meaningful Way

Created by Dobromir Dikov - FCCA, FMVA

"]

Students: 1868, Price: Free

Students: 1868, Price:  Free

There's an ever-growing demand for financial analysts with a sound understanding of Business Intelligence in today's world.

This course will teach you the fundamentals of Google Data Studio, one of the best free data visualization platforms!

You will start with an empty report and then learn how to link Data Sources. We will look at essential elements and the interface and build a full Sales Dashboard, much like the ones financial analysts prepare in their daily job!

What you'll get out of this course?

In the Create a Sales Dashboard in Google Data Studio course, I will guide you through the most common functions and elements of Google Data Studio and show you the practical process of creating your reports and dashboards, step by step. We will define a clear structure and build our project, which you can reuse repeatedly. I will help you understand the main principles of Business Intelligence, which you can then apply in any data visualization software.

After you take the Create a Sales Dashboard in Google Data Studio course, you will have a solid understanding of functions and principles applied within Business Intelligence. This will allow you to add benefit to your workplace by preparing insightful reports for the company's management. Or, if you have your own business, this knowledge will help you analyze your data in a more meaningful way, supporting your strategy and decision-making.

What should you know to take the course?

As long as you understand that profit is what's left of sales, after deducting the cost of sales, you are all set to follow along! No prerequisite knowledge is required for this course.

What do you need to follow along?

You need access to Google Sheets and Google Data Studio, which you can get with a free Gmail account.

Who is this course for?

I made the Create a Sales Dashboard in Google Data Studio course to serve as a practical guide on how Business Intelligence concepts are applied in real companies. The course is most suitable for:

  • Junior financial analysts;

  • Business owners and entrepreneurs who want to know more about their company;

  • Students in Finance and Accounting majors who wish to get a head start.

I hope you are ready to upgrade yourself, learn how to create your own Business Intelligence reports, and propel in your career!

Are you excited to start?

Then enroll in the course, and I'll see you in class!

Basic Course on Financial Intelligence

Financial Intelligence with insights of Guru Chanakya

Created by Rahul Jain - Educator and Entrepreneur

"]

Students: 1701, Price: Free

Students: 1701, Price:  Free

Financial intelligence is required in all fields of the business. Most decisions taken by various managers/executives are in fact financial decisions. Sales manager should have awareness about the financials so that she can make decisions about discounts, credit terms etc. A decision as to the levels of stock to be maintained by the stores manager is a financial decision. Marketing manager should know about the product profitability to decide about the marketing campaigns. An HR decision as to the kind of people to recruit as per

the business priorities is also a financial decision.

So what is financial intelligence ?

Financial intelligence for business is understanding of how financial success is measured and how they have an impact on the company’s performance. For example we need to know the difference between profit and cash. Need to know why the balance sheet balances. The numbers neither scare nor mystify us.

Do you know that one of the major reasons of failure of the organization is

lack of financial intelligence ?

It may sound strange but probability that a company listed in Fortune 100 in 1960 is still listed is just 17%.  Greater financial intelligence, we’ve learned, helps people feel more involved and committed. They understand better what they are a part of, What the organization is trying to achieve, and how they affect results. Trust increases, turnover decreases, and financial results improve.

Tableau Prep for Business Intelligence

Learn how to use Tableau Prep & Tableau Prep Builder to clean, shape and prepare data for analysis & visualization

Created by Maven Analytics - Award-Winning Analytics & Business Intelligence Training

"]

Students: 1273, Price: $109.99

Students: 1273, Price:  Paid

See why Maven Analytics courses are among the TOP-RATED and BEST-SELLING courses on Udemy:

"Some of the BEST courses I've ever taken. I've studied several programming languages, Excel, VBA and web dev, and Maven is among the very best I've seen!" Russ C.

"This is my fourth course from Maven Analytics and my fourth 5-star review, so I'm running out of things to say. I wish Maven was in my life earlier!" Tatsiana M.

"Excellent from start to finish. I picked up a bunch of techniques that will be useful in the workplace, from new chart templates to some very cool advanced visualizations. I loved all of it!" Robert C.

"Maven Analytics should become the new standard for all courses taught on Udemy!" Jonah M.

__________

COURSE DESCRIPTION:

Tableau Prep is an industry-leading data prep tool, with intuitive tools for combining, shaping, and cleaning raw data for analysis. With data prep often accounting for >80% of the analytics workflow, these skills are critical for any analyst or business intelligence pro!

This course is a practical, hands-on, and project-based introduction to Tableau Prep and Prep Builder, designed to teach you how to connect to sources, examine and filter data, apply operations and custom calculations, join and pivot tables, and share data outputs. As always, we’ll be applying these tools to real-world business intelligence use cases every step of the way.

Throughout the course, you’ll be playing the role of Data Analyst for Maven Charter Schools, an up-and-coming private institution. Your mission? Use Tableau Prep, and the skills you learn throughout the course, to prepare data from a variety of sources, including teacher pay, SAT scores, graduation rates, and more.

But don't worry, we'll be guiding you each step of the way, with crystal clear explanations and helpful pro tips to help you build your Tableau Prep skills.

We'll start with how to connect and configure sources, and apply operations for grouping, splitting and cleaning data. From there, we'll create custom LOD and analytic calculations, and use tools to join, aggregate and transform tables. Finally, we'll review options for saving, updating, and publishing data outputs, along with tools to automate and share flows built with Tableau Prep.

COURSE OUTLINE:

  • Introducing Tableau Prep

    • Tableau Prep download, user roles, workspace, visual dictionary, data design, etc.

  • Connecting to Data

    • Connection types, unions & joins, data sampling, refreshing data, etc.

  • Examining & Filtering

    • Data types & sizes, value distribution, highlighting, filtering methods, etc.

  • Operations & Calculations

    • Value & field operations, clean step layouts, calculated fields, LOD calculations, etc.

  • Combining & Pivoting

    • Union & join, aggregate, pivot, organize your flow, etc.

  • Sharing & Updating

    • Desktop preview, local extracts, published data sources, external databases, etc.

Throughout the course, you’ll come across unique opportunities to put your new Tableau skills to the test, like consolidating World Happiness data, profiling Indian dish recipes, cleaning survey response data, exploring F1 race results, and more.

Whether you’re an aspiring BI professional or just looking to take your Tableau Prep skills to the next level, this is the course for you!

__________

Join today and get immediate, lifetime access to the following:

  • 5+ hours of high-quality video

  • Tableau Prep for Business Intelligence ebook

  • Downloadable Tableau project files & solutions

  • Homework assignments & quizzes

  • Course Q&A forum

  • 30-day money-back guarantee

See you in the course!

-Dustin (Featured Tableau Author & Lead Tableau Instructor, Maven Analytics)

__________

Looking for the full business intelligence stack? Search for "Maven Analytics" to browse our full course library, including Excel, Power BI, MySQL, Tableau and Machine Learning courses!

AI foundations for business professionals

A code-free intro to artificial intelligence, ML, & data science for professionals, marketers, managers, & executives

Created by Marshall Lincoln - Chief Data Scientist, FluentInAI.com | Teaching AI literacy

"]

Students: 1145, Price: Free

Students: 1145, Price:  Free

Full course outline:

---

Module 1: Demystifying AI

Lecture 1

  • A term with any definitions

  • An objective and a field

  • Excitement and disappointment

Lecture 2: 

  • Introducing prediction engines

  • Introducing machine learning

Lecture 3

  • Prediction engines

  • Don't expect 'intelligence' (It's not magic)

Module 2: Building a prediction engine

Lecture 4: 

  • What characterizes AI? Inputs, model, outputs

Lecture 5:

  • Two approaches compared: a gentle introduction

  • Building a jacket prediction engine

Lecture 6:

  • Human-crafted rules or machine learning?

Module 3: New capabilities... and limitations

Lecture 7

  • Expanding the number of tasks that can be automated

  • New insights --> more informed decisions

  • Personalization: when predictions are granular... and cheap

Lecture 8:

  • What can't AI applications do well?

Module 4: From data to 'intelligence

Lecture 9

  • What is data?

  • Structured data

  • Machine learning unlocks new insights from more types of data

Lecture 10

  • What do AI applications do?

  • Predictions and automated instructions

  • When is a machine 'decision' appropriate?

Module 5: Machine learning approaches

Lecture 11

  • Three definitions

Machine learning basics

Lecture 12

  • What's an algorithm?

  • Traditional vs machine learning algorithms

  • What's a machine learning model?

Lecture 13

  • Machine learning approaches

  • Supervised learning

  • Unsupervised learning

Lecture 14

  • Artificial neural networks and deep learning

Module 6: Risks and trade-offs

Lecture 15:

  • Beware the hype

  • Three drivers of new risks

Lecture 16

  • What could go wrong? Potential consequences

Module 7: How it's built

Lecture 17

  • It's all about data

Oil and data: two similar transformations

Lecture 18

  • The anatomy of an AI project

  • The data scientist's mission

Module 8: The importance of domain expertise

Lecture 19:

  • The skills gap

  • A talent gap and a knowledge gap

  • Marrying technical sills and domain expertise

Lecture 20: What do you know that data scientists might not?

  • Applying your skills to AI projects

  • What might you know that data scientists' not?

  • How can you leverage your expertise?

Module 9: Bonus module: Go from observer to contributor

Lecture 21

  • Go from observer to contributor