โœจ 10 Free Books for Machine Learning & Data Science ๐Ÿ“š

This page summarizes the projects mentioned and recommended in the original post on /r/learnmachinelearning
Data Science bayesian-methods Book pymc bookdown

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  • machine-learning-yearning

    Machine Learning Yearning book by ๐Ÿ…ฐ๏ธ๐“ท๐“ญ๐“ป๐“ฎ๐”€ ๐Ÿ†–

    ๐Ÿ”— https://github.com/ajaymache/machine-learning-yearning

  • r4ds

    R for data science: a book

    ๐Ÿ”— https://r4ds.had.co.nz

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

    aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

    ๐Ÿ”— https://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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