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Data Science Class

Curated collection of data science and ML learning materials, organized as git submodules.

Modules

Module Description
gcp-ml-cheatsheet GCP Professional ML Engineer certification cheatsheets
stanford-cs-229-machine-learning Stanford CS 229 Machine Learning cheatsheets (Shervine Amidi)
stanford-cs-230-deep-learning Stanford CS 230 Deep Learning cheatsheets (Shervine Amidi)
stanford-cs-221-artificial-intelligence Stanford CS 221 Artificial Intelligence cheatsheets (Shervine Amidi)
stanford-cme-295-transformers-large-language-models Stanford CME 295 Transformers & LLMs cheatsheet (Shervine Amidi)
stanford-cme-296-diffusion-large-vision-models Stanford CME 296 Diffusion & Large Vision Models cheatsheet (Shervine Amidi)

Setup

git clone --recurse-submodules https://github.com/MarcGiannuzzi/data.science.class.git

To update all submodules:

git submodule update --remote --merge

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