YoVDO

Data Analysis and Visualization

Offered By: Georgia Institute of Technology via Udacity

Tags

Data Visualization Courses Data Analysis Courses R Programming Courses Linear Regression Courses Data Processing Courses Logistic Regression Courses Data Preprocessing Courses Regularization Courses High-dimensional Data Courses

Course Description

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.


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

Taught by

Arpan Chakraborty

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