Lesson 1
Course Information
Free
Data and Visual Analytics
Course
This course introduces you to data analysis and visualization techniques using the statistical programming language R.
This course introduces you to data analysis and visualization techniques using the statistical programming language R.
Last Updated March 7, 2022
No experience required
Course Lessons
Lesson 2
R Basics
Install RStudio and packages, learn the layout and basic commands of R, practice writing basic R scripts, and inspect data sets.
Lesson 3
Netflix Interview 1
Lesson 4
R Programming Language
Lesson 5
Netflix Interview 2
Lesson 6
R Programming: Syntax and Data Structure
Lesson 7
Data Visualization
Lesson 8
Preprocessing Data
Lesson 9
Netflix Interview 3
Lesson 10
Logistic Regression
Lesson 11
Netflix Interview 4
Lesson 12
Linear Regression
Lesson 13
Regularization
Taught By The Best
Arpan Chakraborty
Instructor
Arpan is a computer scientist with a PhD from North Carolina State University. He teaches at Georgia Tech (within the Masters in Computer Science program), and is a coauthor of the book Practical Graph Mining with R.
Taught By The Best
Arpan Chakraborty
Instructor
Arpan is a computer scientist with a PhD from North Carolina State University. He teaches at Georgia Tech (within the Masters in Computer Science program), and is a coauthor of the book Practical Graph Mining with R.
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Data and Visual Analytics