Machine Learning with R

By Abhijit Ghatak

Book Overview

​Help readers understand the mathematical interpretation of learning algorithms

Teach the basics of linear algebra, probability, and data distributions and how they are essential in formulating a learning algorithm
Help readers construct and modify their own learning algorithms, such as ridge and lasso regression, decision trees, boosted trees, k-nearest neighbors, etc

• Format: Paperback
• Language: English
• ISBN: 9811349509
• ISBN13: 9789811349508
• Release Date: December 2018
• Publisher: Springer
• Length: 210 Pages