Every so often I get questions in my Twitter DMs on resources to use to learn ML, computer science, or software engineering. Below are a list of resources I have used and liked in the past. The list is not yet comprehensive, but whenever I get to it, i will add a couple of resources. I hope this can serve as a starting point for some of you.

If you know something that you think should be here, please tell me.

programming

Haskell

U Helsinki

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full stack development

Full Stack Open

U Helsinki

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computer science

Teach Yourself CS

Oz Nova & Myles Byrne

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data Science & machine learning

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Deep Learning

Yann LeCun & Alfredo Canziani, NYU

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Andrew Ng's DeepLearning.ai

DeepLearning.ai

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Natural Language Processing with Transformers

Tunstall, von Werra, Wolf, O'Reilly Media

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maths



scientific & high performance computing

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devops & mlops

DevOps with Docker

U Helsinki

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Full Stack Deep Learning

Charles Fyre et. al. (UC Berkeley)

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development environment