Muennighoff / CS50xAI

AI-specialization of CS50

Home Page:https://cs50.harvard.edu/ai/2020/

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CS50xAI

The course gives an introduction to the different branches of AI.

It covers the following topics:

  • Search
  • Knowledge
  • Uncertainty
  • Optimization
  • Learning
  • Neural Networks
  • Language

https://cs50.harvard.edu/ai/2020/

After its completion, I decided to focus on Machine learning.

Notes:

  • Pushed venv's except for Week 5, where the venv was too large due to tensorflow
  • Hence added r.txt for W5, but there is are lots of packages inside not really neded; Just install manually
  • Freezing with pip created .txt files with too much crap from system wide installations
  • (Potentially they are also in the venv – swap venv's for r.txt's once new computer!)

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AI-specialization of CS50

https://cs50.harvard.edu/ai/2020/


Languages

Language:Python 99.4%Language:C 0.4%Language:C++ 0.1%Language:Shell 0.0%Language:TeX 0.0%Language:Fortran 0.0%Language:Roff 0.0%Language:Java 0.0%Language:HTML 0.0%Language:Objective-C 0.0%Language:MATLAB 0.0%Language:Makefile 0.0%