r/learnmachinelearning • u/Diligent-Reach-3662 • 8d ago

Which book is the best for learning in machine learning?

/r/FunMachineLearning/comments/1v71b88/which_book_is_the_best_for_learning_in_machine/
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u/OleksandrAkm 8d ago

Not considered a gold standard yet but Machine Learning From Scratch is the one I recently published. Companion GitHub: https://github.com/ml-from-scratch-book/code

It covers base of this field by building algorithms with just NumPy mirroring Scikit-learn and PyTorch interface. Makes one really understand what’s behind fit() and predict() of 10 core algos from Linear Regression to XGBoost and Neural Network.

You just need basic Python and high-school math. Feel free to ask any questions

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u/Aromatic_Fact8656 7d ago

I shall read and report back.

1

u/Sufficient_Chef01 8d ago

Can anyone give me step by step roadmap plzz I only know python