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A repository to hold labs and solutions to BITS Goa's Machine Learning course (BITS F464), held during semester-II, 2023-24.

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BITS F464 (Semester II, 2023-24), Machine Learning Labs

Labs done / planned

  • 29th January 2024 - Lab1, Numpy and Vectorization
  • 5th February 2024 - Lab2, Sci-kit learn
  • 12th February 2024 - Lab3, PyTorch
  • 26th February 2024 21st March 2024 - Lab4, JAX
  • Tutorials for the 2nd half will be updated later.
  • 1st April 2024 - Tutorial 1, Numeric Prediction
  • 22nd April 2024 - Tutorial 2, Probability Models

According to feedback till now -

This is an average of 26 responses.

Lab Number Average Difficulty Average Feedback
1 3.96154 3.11538
2 4 3.15385
3 4.19231 3

This table was made using markdown-code-runner.

Instructor - Prof. Aditya Challa, Co-Instructor - Prof. Ashwin Srinivasan .

No labs will be evaluative but correct submissions of take-home problems will yield extra credit (+5%).

Projects will be out on the github pages for this repository soon. (First course in BITS Goa to have a project component with double blind peer review!)

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A repository to hold labs and solutions to BITS Goa's Machine Learning course (BITS F464), held during semester-II, 2023-24.

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