Related Nanodegree Program
Data Analyst
Earn a Nanodegree program certificate to accelerate your career.
Learn moreData Analysis and Visualization
Free Course
Offered at Georgia Tech as CSE 6242
Estimated time
Approx. 16 Weeks
Skill level
Intermediate
Prerequisites
See prerequisites in detail
In collaboration with
About this course
Data and visual analytics is an emerging field concerned with analyzing, modeling, and visualizing complex high dimensional data.
This course will introduce students to the field by covering state-of-the-art modeling, analysis and visualization techniques. It will emphasize practical challenges involving complex real world data and include several case studies and hands-on work with the R programming language.
What you will learn
Programming in R
- The R Programming Language
- R Programming Syntax
- R Programming and Data Structures
Data Analysis
- Data Preprocessing
- Data Processing
- Data Visualization
Regression
- Logistic Regression
- Linear Regression
- Regularization
Prerequisites and requirements
- Programming experience
- Mathematics: basic linear algebra, calculus, introductory probability
- No background in machine learning is required
See the Technology Requirements for using Udacity.
Why take this course?
You should take this course if you want to cover the state of the art in data modeling and visualization techniques using the R programming language.
Learn with the best.
Arpan Chakraborty
Curriculum Lead, Machine Learning