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Final

MAT 616 CRN 2619 Spring 2025


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Final

The final day will be on Thursday 5/15 from 4:30 to 6:30 PM. The final activities are as follows:

USE OF AI:

  1. All use of AI needs to be fully documented. If AI is found to used but not declared, it will void the entire work.
  2. All the work needs to be entirely done by the students. AI can be used as a source of ideas, information, formatting or other technical basic work. All the thinking needs to be done by the student.
  • Part 1: Take home project (released Tuesday May 6th) -- submit a project report

Choose 1:

  • Principal Component Analysis
    • reference paper)
    • chatGPT example
    • Students: Henry, Mahabub
    • Implementation in Scikit-learn and applications
    • Derivation from scratch using Calculus and Linear Algebra
  • Neural Networks
    • Students: Aiden, D'andre, Sara, Mittal
    • Implementation of a small NN using pytorch
    • Implementation from scratch using python basic functions
    • Gradient descent and backward propagation
  • Part 2: Presentation of project (Thursday May 15th)
    • Give a 15 minute presentation of the project.
    • Do not use anything else than the Colab or Jupyter notebook of the project.
    • Anything that is said must be understood by the presenter.
    • "Understand" means that the context is clear, and the limits of how deep the understanding goes is clear.
  • Part 3: Take home multiple choice (released Tuesday May 13th) -- 50 questions
Page last modified on May 08, 2025, at 09:29 PM

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