Data Analysis and Visualization
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.
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.
Programming in R
- The R Programming Language
- R Programming Syntax
- R Programming and Data Structures
- Data Preprocessing
- Data Processing
- Data Visualization
- Logistic Regression
- Linear Regression
- Programming experience
- Mathematics: basic linear algebra, calculus, introductory probability
- No background in machine learning is required
Georgia Institute of Technology