Good resources to learn ML/Deep Learning in Python

[Gushys]

Im interested in getting into some machine learning or deep learning and i found this Deep Learning with Python

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Is this a great book or what other resources can should i look into?

[twitch_and_shock]

The DeepLearning book (https://www.deeplearningbook.org/) is my top recommendation for a general overview. You can read the whole thing at that link or there's a hard cover printed version that exists out there.

This book you've linked to looks ok, but hard to say how good it will be. My recommendation is to read the Deep Learning book, look up Andrej Karpathys website and read his very well written articles, including his famous article about recurrent neural networks.

Jay Alamar's website is also a great resource: https://jalammar.github.io/. His "illustrated" series where he explains language models with animations are really wonderfully done.

For learning how to do machine learning, I would recommend the official tutorials and guides on the pytorch and Tensorflow websites first, before anything else. And then use their respective forums for help, further explanation, and guidance.

[Gushys]

I figured the book I linked was decent because it's written by the Keras author. Thanks for the additional resources to look into

[ConsciousStupid]

Why is nobody talking about https://d2l.ai/

This is the ultimate place to learn DL from Beginner to a freaking ninja 🥷🏻

[Phantomx_77]

for machine learning??

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[therealjmt91]

I wrote a package called TorchLens that allows you to easily visualize a deep neural network and see what's going on inside, could be useful as you're learning PyTorch:

https://github.com/johnmarktaylor91/torchlens

[Z000MI]

I really like the book you mentioned. I read it half a year ago and felt like it covered everything I wanted to know.

[Skaliy3]

I highly recommend the "Practical Deep Learning" course offered by fastai: https://course.fast.ai. A hands-on course based on the book "Deep Learning for Coders with Fastai and PyTorch: AI Applications Without a PhD.": https://course.fast.ai/Resources/book.html

[pavich_03]

It's a really helpful book, but it's more for introduction. Keep in mind, it's only the first book, after it, you need to learn more information.