Free Course
Data Analysis and Visualization
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Offered at Georgia Tech as CSE 6242
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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 Course
Rich Learning Content
Interactive Quizzes
Taught by Industry Pros
Self-Paced Learning
Student Support Community
Join the Path to Greatness
This free course is your first step towards a new career with the Data Analyst Nanodegree 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 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 2
Data Analysis
- Data Preprocessing
- Data Processing
- Data Visualization
Lesson 3
Regression
- Logistic Regression
- Linear Regression
- Regularization
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.
What do I get?
- Instructor videos
- Learn by doing exercises
- Taught by industry professionals
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