Free Course
Data Analysis and Visualization
by
Offered at Georgia Tech as CSE 6242
Nanodegree Program
Data Analyst
Become a Data Analyst
Accelerate your career with the credential that fast-tracks you to job success.
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.
Course Cost
Free
Timeline
Approx. 16 weeks
Skill Level
intermediate
Included in Product
Rich Learning Content
Interactive Quizzes
Taught by Industry Pros
Self-Paced Learning
Student Support Community
Join the Path to Greatness
This course is your first step towards a new career with the Data Analyst Program.
Free Course
Data Analysis and Visualization
Enhance your skill set and boost your hirability through innovative, independent learning.
Course Leads
Arpan Chakraborty
Instructor
What You Will Learn
lesson 1
Programming in R
- The R Programming Language
- R Programming Syntax
- R Programming and Data Structures
lesson 2
Data Analysis
- Data Preprocessing
- Data Processing
- Data Visualization
lesson 3
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.