Where Can I Find Free PDFs Of Good Books For Machine Learning?

2025-08-16 13:38:52 211

5 Answers

Yara
Yara
2025-08-17 19:04:54
For free machine learning books, I recommend checking out author websites or blogs. Many experts like Kevin Murphy offer free drafts or early versions of their books, such as 'Probabilistic Machine Learning.' Another great resource is university open courseware, where professors sometimes share textbooks like 'Introduction to Statistical Learning' by Gareth James.

You can also find curated lists of free books on forums like Stack Overflow or Medium, where users share links to legit sources. Always prioritize official channels to avoid piracy.
Reese
Reese
2025-08-19 00:15:41
If you’re looking for free machine learning books, I’ve had luck with platforms like Google Scholar, where you can sometimes find full-text PDFs of academic books. 'Machine Learning Yearning' by Andrew Ng is a great example—it’s available for free on his website. Another option is to explore the websites of authors like Pedro Domingos, who occasionally share chapters or drafts of their books like 'The Master Algorithm.'

Libraries like Project Gutenberg also have older texts that cover foundational concepts, though they might not be the latest. Always double-check the legality of the source to avoid pirated material.
Uma
Uma
2025-08-19 10:49:23
I’m a big fan of learning on a budget, and free machine learning books are a lifesaver. One of my favorite finds is 'Python Machine Learning' by Sebastian Raschka, which you can sometimes get as a free PDF from the publisher’s website during promotions. Sites like FreeTechBooks and PDF Drive also have a decent selection, though quality can vary.

For a more interactive approach, Jupyter Notebooks often accompany free books like 'Deep Learning for Coders' by Jeremy Howard, which you can find on GitHub. Just make sure to cross-reference the material with official sources to ensure accuracy.
Natalie
Natalie
2025-08-22 14:58:41
I love hunting down free resources for learning, and machine learning books are no exception. GitHub is a goldmine for this—many authors and educators share their books for free, like 'Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow' by Aurélien Géron. You can also find free PDFs on sites like OpenLibra or Bookboon, which specialize in educational content.

Another tip is to follow machine learning communities on Reddit or discord, where users often share links to free books. For example, 'The Hundred-Page Machine Learning Book' by Andriy Burkov is frequently recommended and available for free. Just be cautious and avoid shady sites that might host pirated content.
Piper
Piper
2025-08-22 19:32:58
I’ve found a few great places to snag free PDFs of quality books. One of my go-to spots is arXiv, where researchers often upload preprints of their work, including book-length manuscripts. Another fantastic resource is the Internet Archive, which has a treasure trove of older but still relevant texts like 'Pattern Recognition and Machine Learning' by Christopher Bishop.

For more structured learning, I highly recommend checking out the free books offered by universities like Stanford or MIT, which sometimes publish course materials online. 'Deep Learning' by Ian Goodfellow is another gem you can find floating around in PDF form if you dig a bit. Just remember to respect copyright laws and support authors when possible by buying their books if you find them useful.
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