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6.S191 IAP 2021 Lecture Notes

Monday, April 26, 2021, 04:00 PM

Click here to download lecture notes. (Last updated: January 24th, 2021)

These lecture notes are based on the course 6.S191 Introduction to Deep Learning during IAP 2021 semester at MIT. Only the first five lectures are available as I dropped the course afterward. These lectures include:

  1. Intro to Deep Learning
  2. Deep Sequence Modeling
  3. Deep Computer Vision
  4. Deep Generative Modeling
  5. Deep Reinforcement Modeling

Official recordings from this class are available at the official course website.

Please feel free to email me at tcpc at mit dot edu if you find any typos or factual errors.