CS 4782

Last Updated

  • Schedule of Classes - July 2, 2025 11:52AM EDT
  • Course Catalog - March 17, 2025 8:31AM EDT

CS 4782
Introduction to Deep Learning

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

This class is an introductory course to deep learning. It covers the fundamental principles behind training and inference of deep networks, the specific architecture design choices applicable for different data modalities, discriminative and generative settings, and the ethical and societal implications of such models.


Prerequisites/Corequisites Prerequisite: CS 2110 or equivalent and CS 3780 or ECE 4200 or STSCI 3740 and CS 1110 or CS 1112.

Last 4 Terms Offered 2025SP, 2024SP

When Offered Spring.

View Enrollment Information

Syllabi: none

  •   Regular Academic Session.  Choose one lecture and one project. Combined with: CS 5782

  • 4 Credits Opt NoAud

  • 11440 CS 4782   LEC 001

  •  
    • TR
    • Jan 21 - May 6, 2025

    • Sun, J

      Weinberger, K

  • Instruction Mode: In Person

    For Bowers Computer and Information Science (CIS) Course Enrollment Help, please see: https://tdx.cornell.edu/TDClient/193/Portal/Home/

  • 11441 CS 4782   PRJ 601

  •  
    • Jan 21 - May 6, 2025

    • Sun, J

      Weinberger, K

  • Instruction Mode: In Person