Module 1Module 1 – Hit The Ground Running
Unit 1Welcome to the R Programming Course!
Unit 2Installing R and R Studio
Unit 3Exercise - Get Excited!
Module 2Module 2 – Core Programming Principles
Unit 1Welcome to this section. This is what you will learn!
Unit 2Types of variables
Unit 3Using Variables
Unit 4Logical Variables and Operators
Unit 5The "While" Loop
Unit 6Using the console
Unit 7The "For" Loop
Unit 8The "If" statement
Unit 9Section Recap
Unit 10HOMEWORK: Law of Large Numbers
Unit 11Quiz 1 - Core Programming Principles
Module 3Module 3 – Fundamentals Of R
Unit 1Welcome to this section. This is what you will learn!
Unit 2What is a Vector?
Unit 3Let's create some vectors
Unit 4Using the [] brackets
Unit 5Vectorized operations
Unit 6The power of vectorized operations
Unit 7Functions in R
Unit 8Packages in R
Unit 9Section Recap
Unit 10HOMEWORK: Financial Statement Analysis
Unit 11Quiz 2 - Fundamentals of R
Module 4Module 4 - Matrices
Unit 1Welcome to this section. This is what you will learn!
Unit 2Project Brief: Basketball Trends
Unit 3Matrices
Unit 4Building Your First Matrix
Unit 5Naming Dimensions
Unit 6Colnames() and Rownames()
Unit 7Matrix Operations
Unit 8Visualizing With Matplot()
Unit 9Subsetting
Unit 10Visualizing Subsets
Unit 11Creating Your First Function
Unit 12Basketball Insights
Unit 13Section Recap
Unit 14HOMEWORK: Basketball Free Throws
Unit 15Quiz 3 – Matrices
Module 5Module 5 – Data Frames
Unit 1Welcome to this section. This is what you will learn!
Unit 2Project Brief: Demographic Analysis
Unit 3Importing data into R
Unit 4Exploring your dataset
Unit 5Using the $ sign
Unit 6Basic operations with a Data Frame
Unit 7Filtering a Data Frame
Unit 8Introduction to qplot
Unit 9Visualizing With Qplot: Part I
Unit 10Building Dataframes
Unit 11Merging Data Frames
Unit 12Visualizing With Qplot: Part II
Unit 13Section Recap
Unit 14HOMEWORK: World Trends
Unit 15Quiz 4 – Data Frames
Module 6Module 6 – Advanced Visualization With GGPlot2
Unit 1Welcome to this section. This is what you will learn!
Unit 2Project Brief: Movie Ratings
Unit 3Grammar Of Graphics
Unit 4What is a Factor?
Unit 5Aesthetics
Unit 6Plotting With Layers
Unit 7Overriding Aesthetics
Unit 8Mapping vs Setting
Unit 9Histograms and Density Charts
Unit 10Starting Layer Tips
Unit 11Statistical Transformations
Unit 12Using Facets
Unit 13Coordinates
Unit 14Perfecting By Adding Themes
Unit 15Section Recap
Unit 16HOMEWORK: Movie Domestic % Gross
Unit 17Quiz 5 - Advanced Visualization With GGPlot2
Module 7Module 7 – Homework Solutions
Unit 1Homework Solution Section 2: Law Of Large Numbers
Unit 2Homework Solution Section 3: Financial Statement Analysis
Unit 3Homework Solution Section 4: Basketball Free Throws
Unit 4Homework Solution Section 5: World Trends
Unit 5Homework Solution Section 6: Movie Domestic % Gross (Part 1)
Unit 6Homework Solution Section 6: Movie Domestic % Gross (Part 2)
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R Programming

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Course Description

Learn R Programming by doing!

There are lots of R courses and lectures out there. However, R has a very steep learning curve and students often get overwhelmed. This course is different!

This course is truly step-by-step. In every new tutorial we build on what had already learned and move one extra step forward.

After every video you learn a new valuable concept that you can apply right away. And the best part is that you learn through live examples.

This training is packed with real-life analytical challenges which you will learn to solve. Some of these we will solve together, some you will have as homework exercises.

In summary, this course has been designed for all skill levels and even if you have no programming or statistical background you will be successful in this course!

I can’t wait to see you in class,

Sincerely,

Kirill Eremenko