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GitHub
github.com โ€บ chaconnewu โ€บ free-data-science-books
GitHub - chaconnewu/free-data-science-books: Free resources for learning data science ยท GitHub
This list contains free learning resources for data science and big data related concepts, techniques, and applications. Inspired by Free Programming Books.
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LearnDataSci
learndatasci.com โ€บ free-data-science-books
100+ Free Data Science Books โ€“ LearnDataSci
Pulled from the web, here is a our collection of the best, free books on Data Science, Big Data, Data Mining, Machine Learning, Python, R, SQL, NoSQL and more.
Discussions

7 Free eBooks every Data Scientist should read in 2020
Man all these free resources kind of gives me anxiety thinking of all the reading I want to do but then realizing what I have actual time to do... lol More on reddit.com
๐ŸŒ r/learnmachinelearning
18
514
September 23, 2020
Favorite Data Science Books and Authors?
Statistical Rethinking by Richard McElreath, always and forever More on reddit.com
๐ŸŒ r/datascience
48
114
March 4, 2025
What is THE Data Science book?
with no doubt, Introduction to statistical learning More on reddit.com
๐ŸŒ r/datascience
117
513
July 2, 2022
Must reads?

For people new to the field always recommend Introduction to Statistical Learning.

I also really like Linear Models with R for learning regression and Statistical Rethinking for learning Bayesian techniques.

More on reddit.com
๐ŸŒ r/datascience
72
235
February 9, 2022
People also ask

What Book Should I Read For Data Science?

If you're new to data science then go with 'The Data Science Handbook: Advice and Insights from 25 Amazing Data Scientists By Henry Wang, William Chen, Carl Shan, Max Song'.
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theinsaneapp.com
theinsaneapp.com โ€บ home โ€บ 100+ best free data science books for beginners and experts (updated for 2025)
100+ Best Free Data Science Books For Beginners And Experts
Which Book Is Best For Data Science Beginners?

Best Data Science Books For Beginners Are The Data Science Handbook: Advice and Insights from 25 Amazing Data Scientists, Python Data Science Handbook, Fundamental Of Data Visualizations, The Art Of Data Science And Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python.
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theinsaneapp.com
theinsaneapp.com โ€บ home โ€บ 100+ best free data science books for beginners and experts (updated for 2025)
100+ Best Free Data Science Books For Beginners And Experts
Can I Teach Myself Data Science?

You can study data science by yourself using free books, forums or YouTube videos / courses. There's a wealth of resources for learning on the Internet when you're trying to build a career in the field of data science.

Use YouTube Course/Videos for visual learning, blogs and books for reading and forums for doubt solving or help.
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theinsaneapp.com
theinsaneapp.com โ€บ home โ€บ 100+ best free data science books for beginners and experts (updated for 2025)
100+ Best Free Data Science Books For Beginners And Experts
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GitHub
github.com โ€บ LearnDataSci โ€บ free-data-science-learning โ€บ blob โ€บ master โ€บ free-data-science-books.md
free-data-science-learning/free-data-science-books.md at master ยท LearnDataSci/free-data-science-learning
R Programming for Data Science Roger D. Peng, 2015 ... Learn SQL The Hard Way Zed. A. Shaw, 2010 ... Data Mining and Analysis: Fundamental Concepts and Algorithms Mohammed J.
Author ย  LearnDataSci
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Wzchen
wzchen.com โ€บ data-science-books
22 Free Data Science Books - William Chen
22 free data science books for the aspirational data scientist, covering statistics, Python, machine learning, the data science process, and more.
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KDnuggets
kdnuggets.com โ€บ 10-free-data-science-books-for-2025
10 Free Data Science Books For 2025 - KDnuggets
April 14, 2025 - Some subjects you will learn from this book include: ... Start with this book if you need an introduction to Python. Another fantastic free book on Python is the Python Data Science Handbook by Jake VanderPals.
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Kaggle
kaggle.com โ€บ getting-started โ€บ 217605
Free Data Science Books for Beginner to Advanced
Checking your browser before accessing www.kaggle.com ยท Click here if you are not automatically redirected after 5 seconds
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Reddit
reddit.com โ€บ r/learnmachinelearning โ€บ 7 free ebooks every data scientist should read in 2020
r/learnmachinelearning on Reddit: 7 Free eBooks every Data Scientist should read in 2020
September 23, 2020 -

Learning Data Science doesnโ€™t have to be expensive. You only need time and dedication to learn DS in 2020.

Check these free eBooks:

  1. Deep Learning

  2. Dive Into Deep Learning

  3. Machine Learning Yearning

  4. Interpretable Machine Learning

  5. Bayesian Methods for Hackers

  6. Python Data Science Handbook

  7. An Introduction to Statistical Learning

See my article to learn more about this ebooks and where to download them: https://towardsdatascience.com/7-free-ebooks-every-data-scientist-should-read-in-2020-32508ad704b7

Find elsewhere
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Analytics Vidhya
analyticsvidhya.com โ€บ home โ€บ 10 free data science books basics to advanced
10 Free Data Science Books Basics to Advanced
April 2, 2025 - Discover 10 free Books for Data Science: Python, Machine Learning, Deep Learning, R, Bayesian Methods, and more!
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The Insane App
theinsaneapp.com โ€บ home โ€บ 100+ best free data science books for beginners and experts (updated for 2025)
100+ Best Free Data Science Books For Beginners And Experts
October 15, 2025 - 100+ Free Data Science, Statistics, Data Mining, Python, Data Analysis And Data Analytics Books For Beginners (Download Best PDF Now).
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DataKwery
datakwery.com โ€บ source โ€บ resources
108 Free Online Data Science Textbooks | DataKwery
A growing collection of open-source data science textbooks and guides that are free and available online.
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KDnuggets
kdnuggets.com โ€บ 5-free-books-to-master-data-science
5 Free Books to Master Data Science - KDnuggets
October 16, 2023 - Want to break into data science? Check this list of free books for learning Python, statistics, linear algebra, machine learning and deep learning.
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Analytics Vidhya
analyticsvidhya.com โ€บ home โ€บ 9 free data science books to read in 2021
Free Data Science Books | Data Science Free Books To Get Started
December 22, 2020 - The book balances theory and experiment, showing how to link them intimately together. It develops the science of AI together with its engineering applications. You can download the book from here. This article introduces you to free data science books that can help you kick start or upgrade your current position in your data science journey.
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Data Liftoff
dataliftoff.com โ€บ free-data-science-books
Free Data Science Books โ€“ Data Liftoff
February 26, 2020 - A collection of free books to help you learn data science, or touch up your skills. Topics include data science foundations, statistics, Python, R, deep learning, machine learning and more. All booโ€ฆ
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Chi2innovations
chi2innovations.com โ€บ blog โ€บ free-data-science-books
Fantastic Free Data Science Books for Aspiring Data Scientists
January 19, 2022 - Explore the world of Data Science with these FREE Data Science Books. In this blog post, you'll find a curated list of FREE ebooks on Data Science every Data Scientist should read. Check them out!
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KDnuggets
kdnuggets.com โ€บ the-5-free-must-read-books-for-every-data-scientist
The 5 FREE Must-Read Books for Every Data Scientist - KDnuggets
These five books cover the foundations, practical techniques, and advanced ideas in data science. They are free, well-written, and a great way to deepen your understanding beyond tutorials and courses.
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Dataquest
dataquest.io โ€บ blog โ€บ data-science-books
54 of the Best Data Science Books (Vetted by Experts) โ€“ Dataquest
May 12, 2025 - Learn Python, R, machine learning, social media scraping, and much more from these free data science books you can download today.
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FreeComputerBooks
freecomputerbooks.com โ€บ dbAnalysisMiningBooks.html
Data Processing, Data Analysis/Mining, and Data Visualization - Free Computer, Programming, Mathematics, Technical Books, Lecture Notes and Tutorials
The book covers the data storage system, computational approaches to biological problems, an introduction to workflow systems, data mining, data visualization, and tips for tailoring existing data analysis software to individual research needs. Python for Informatics: Exploring Information (Severance) The primary difference between a computer science approach and the Informatics approach taken in this book is a greater focus on using Python to solve problems.