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A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.

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An Awesome List of Awesomes

Awesome PRs Welcome

This is a simple aggregation of all of the "Awesome --Topic name--" github repos I've found till date and I feel are important to get started in the corresponding Topic.

The topics are relevant to Data lifecycle, Machine Learning, Deep learning research and some distributed computing.

Note: Not all of these links are actively maintained but some of them may serve as good starting points. There are multiple lists for certain topics which may or may not have common links, I have added them with a serial number under the topic in no particular order.

Topic wise ML and DL research

Generic ML, DL, CV, NLP lists

Data and ML lifecycle, ML Infra

Cool books for modern ML, DL applications

System Design, Distributed systems and more

Other Awesome lists

Note: These lists are related to general concepts in Software architecture. They may or may not be completely related to Data lifecycle, ML and DL topics.

Contributing

Check CONTRIBUTING.md

TODOs

  • Convert README to a tabular format
  • Rearrange the topics in alphabetical order
  • Add definitions for tasks if needed