CAP5610: Machine Learning

Machine Learning: PR: CAP 4630 or C.I. Origin/evaluation of machine intelligence; machine learning concepts and their applications in problem solving, planning and "expert systems" symbolic role of human and computers. Occasional.

Thanks to DataCamp for the Classroom, the Fall 2017 offering of this course provides premium access to Datacamp for supplemental material and additional programming exercises.

Required Textbooks

Optional Textbooks

Supplemental Material

Mathematical Background
Calculus Linear Algebra Probability and Statistics Data Science
Machine Learning
Udacity Coursera EdX Other
Additional Books
Neural Networks General Machine/Statistical Learning Data Sets for Practice