Courses of Study 2020-2021 
    
    Apr 13, 2021  
Courses of Study 2020-2021
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CS 6780 - Advanced Machine Learning


     
Spring. 4 credits. Student option grading.

Prerequisite: programming skills (at the level of CS 2110 ) and basic knowledge of linear algebra (at the level of MATH 2940 ) and probability theory (at the level of MATH 4710 ) and multivariable calculus (at the level of MATH 1920 ). Enrollment limited to: Ph.D. students or permission of instructor.

Staff.

Gives a graduate-level introduction to machine learning and in-depth coverage of new and advanced methods in machine learning, as well as their underlying theory. Emphasizes approaches with practical relevance and discusses a number of recent applications of machine learning in areas like information retrieval, recommender systems, data mining, computer vision, natural language processing and robotics. An open research project is a major part of the course. 



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