Mar 29, 2024  
2022-2023 Academic Catalog 
    
2022-2023 Academic Catalog [ARCHIVED CATALOG]

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CS 225 - Topics in Sequence-based Machine Learning for Bioinformatics


3 unit(s)
A study of recent advances in machine learning methods with applications to solving sequence analysis problems in molecular biology. The methods examined include word embeddings, vector space representations, language models, and deep learning architectures. A substantial course project is required.

Prerequisite(s): BIOL 123B  and MATH 162  or CS 156  or CS 171 , or instructor consent. Graduate standing. Allowed Declared Major: MS Computer Science, MS Bioinformatics, MS Data Science.
Grading: Letter Graded


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