this post was submitted on 25 Jun 2023
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Machine Learning

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Machine Learning books recommendations? (lemmy.ml)
submitted 1 year ago by [email protected] to c/[email protected]
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I'm trying to learning machine learning from a more mathematical/theory side of machine learning just so its easier for me to understand AI/ML papers that are coming out just to keep up with them. I would say that I have a basic understanding of AI/ML but more so on the applied side like in Keras, TF, PyTorch somewhat but I feel like I am lacking on my understanding on the mathematical side of AI/ML. So any books and course recs for that?

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[–] [email protected] 6 points 1 year ago* (last edited 1 year ago)

Pattern Recognition and Machine Learning from Bishop is really good, imho. Its relatively math-heavy, so depending on your skill, reading Mathmatics for ML or Linear algebra and optimization for ML by c. aggarwal might be a good idea.