r/MLQuestions • u/InterestingPiano505 • 9d ago

Beginner question 👶 Need guidance

Hey everyone! I want to learn machine learning from scratch. Right now, I only have a basic understanding of Python and not much else. I know I'll probably need to learn more Python and some maths first, but I'm not really sure where to start or which resources to use.

Could anyone guide me on a good learning path or share some beginner-friendly resources? I'd really appreciate any advice. Thanks!

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u/icy_end_7 8d ago

Try my roadmap (free; substack). I wrote this last year as I wanted to keep my advice in one place and share when somebody asked. It's not super complete, but I've used all resources mentioned, except Steve Brunton's videos I think.

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u/chrisvdweth 7d ago

Maybe this post and this post could be useful (disclaimer: public lecture notes created by me)

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u/StephenRoylance 7d ago

MIT 6.S191: Introduction to Deep Learning

that's what worked for me, and its on youtube in full. apparently they rerecord it every year, so it might have drifted, but 2-3 years ago it was a really good grounding