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

Lesson 1

Course Information

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

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.

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