CS 5781

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  • Schedule of Classes - September 10, 2024 10:17AM EDT
  • Course Catalog - September 10, 2024 9:48AM EDT
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CS 5781
Machine Learning Engineering

Course information provided by the Courses of Study 2024-2025. Courses of Study 2024-2025 is scheduled to publish mid-June.

Machine learning is increasingly driven by advances in the underlying hardware and software systems. This course will focus on the challenges inherent to engineering machine learning systems to be correct, robust, and fast. The course walks through the development of a software library for machine learning from scratch, with each assignment requiring students to build models in their own library. Topics will include: tensor languages and auto-differentiation; model debugging, testing, and visualization; fundamentals of GPUs; compression and low-power inference. Guest lectures will cover current topics from ML engineers.  

When Offered Fall.

Permission Note Enrollment limited to: Cornell Tech Students.
Prerequisites/Corequisites Prerequisite: CS 2110 or equivalent programming experience.

View Enrollment Information

Syllabi: none

  •   Regular Academic Session. 

  • 3 Credits Graded

  • 19455 CS 5781   LEC 030

  •  
    • MW
    • Aug 26 - Dec 9, 2024

    • Rush, A

  • Enrollment limited to: Cornell Tech students.