Data Analysis and Visualization
Georgia Institute of Technology via Udacity
- Provider
Udacity
- Cost
Free Online Course
- Session
Self Paced
- Language
English
- Duration
16 weeks long
Overview
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.
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.
Syllabus
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