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STAA 578 - Machine Learning

  • 2 credits
View available sections

K-means clustering, perceptron algorithm, evaluating model performance, neural networks, learning theory and dimension reduction. 

Prerequisite

STAA 577 (Statistical Learning and Data Mining) or concurrent registration; Graduate standing.. Credit not allowed for both STAA 578 and CS 545

Important Information

Tuition includes access to lecture recordings which are available by streamed video. Lecture recordings may also be available by download or on DVD. To determine viewing options, contact the Department of Statistics degree program staff at stats_ddp@mail.colostate.edu. Visit the Department of Statistics website to learn more about what to do after registration, including creating your eID (if necessary) and accessing your course.

If you have questions about this course or need assistance with an override or permission to register, please contact Graduate and Online Program Coordinator, Alex Peitsmeyer.

 

Textbooks and Materials

Please check the CSU Bookstore for textbook information. Textbook listings are available at the CSU Bookstore about 3 weeks prior to the start of the term.

Instructors