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