Python become one of the top programming languages. It dominates the data science and machine learning domain with its simple but effective approach and built-in rich libraries.
The books that are available online or available to download are listed with their links for easy reference.
Python for Everybody, Exploring Data in Python 3 by Charles Severance.
<a target="_blank" href="https://www.py4e.com/book.php">Web</a> | <a target="_blank" href="http://chuck.com/pythonlearn/EN_us/pythonlearn.pdf">PDF</a>
Python Data Science Handbook, Essential Tools for Working with Data by Jake VanderPlas
<a target="_blank" href="https://jakevdp.github.io/PythonDataScienceHandbook/">Web</a> | <a target="_blank" href="https://tanthiamhuat.files.wordpress.com/2018/04/pythondatasciencehandbook.pdf">PDF</a>
Statistics and Machine Learning in Python by Edouard Duchesnay
<a target="_blank" href="https://duchesnay.github.io/pystatsml/">Web</a> | <a target="_blank" href="https://aimlcommunity.com/wp-content/uploads/2019/09/Stats.pdf">PDF</a>
Python for Data Analysis, Agile Tools for Real World Data by Wes McKinney
<a target="_blank" href="https://www.oreilly.com/library/view/python-for-data/9781449323592/">Web</a> | <a target="_blank" href="https://www.cin.ufpe.br/~embat/Python%20for%20Data%20Analysis.pdf">PDF</a>
Beginner Python Cheat Sheet
<a target="_blank" href="https://ehmatthes.github.io/pcc/cheatsheets/README.html">Web</a> | <a target="_blank" href="https://github.com/ehmatthes/pcc/releases/download/v1.0.0/beginners_python_cheat_sheet_pcc_all.pdf">PDF</a>
From Python to Numpy
<a target="_blank" href="https://www.labri.fr/perso/nrougier/from-python-to-numpy/">Web</a>
100 Pages Python Intro
<a target="_blank" href="https://learnbyexample.github.io/100_page_python_intro/">Web</a>
Code with <a href="http://Repl.it" class="autolinkedURL autolinkedURL-url" target="_blank">Repl.it</a>
<a target="_blank" href="https://www.codewithrepl.it/python-projects-for-beginners.html">Web</a> | <a target="_blank" href="https://i.ritzastatic.com/codewithreplit/e-books/coding-with-replit-export.pdf">PDF</a>
At Full Speed With Python
<a target="_blank" href="https://github.com/joaoventura/full-speed-python">Web</a> | <a target="_blank" href="https://joaoventura.net/static/files/python_exercises_book.pdf">PDF</a>
Learn Python The Right Way
<a target="_blank" href="https://learnpythontherightway.com/">Web</a> | <a target="_blank" href="https://i.ritzastatic.com/learn-python-the-right-way/think-cs-py-export-2021-03-23.pdf">PDF</a>
Non Programmer's Tutorial for Python 3
<a target="_blank" href="https://en.wikibooks.org/wiki/Non-Programmer%27s_Tutorial_for_Python_3">Web</a> | <a target="_blank" href="https://upload.wikimedia.org/wikipedia/commons/1/1d/Non-Programmer%27s_Tutorial_for_Python_3.pdf">PDF</a>
Python 101
<a target="_blank" href="https://python101.pythonlibrary.org/">Web</a>
A Python Book: Beginning Python, Advanced Python, and Python Exercises
<a target="_blank" href="http://www.davekuhlman.org/python_book_01.html">Web</a>
Python Crash Course by Eric Matthes
<a target="_blank" href="https://github.com/ehmatthes/pcc">Web</a> | <a target="_blank" href="http://bedford-computing.co.uk/learning/wp-content/uploads/2015/10/No.Starch.Python.Oct_.2015.ISBN_.1593276036.pdf">PDF</a>
A byte of Python
<a target="_blank" href="https://python.swaroopch.com/">Web</a> | <a target="_blank" href="https://github.com/swaroopch/byte-of-python/releases/tag/ve1f0e7884642a67de07df7bb29043539332daa23">PDF</a>
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Python become one of the top programming languages. It dominates the data science and machine learning domain with its simple but effective approach and built-in rich libraries.

The books that are available online or available to download are listed with their links for easy reference.

*Python for Everybody, Exploring Data in Python 3 by Charles Severance.*

[Web](https://www.py4e.com/book.php) | [PDF](http://chuck.com/pythonlearn/EN_us/pythonlearn.pdf)

Python Data Science Handbook, Essential Tools for Working with Data by Jake VanderPlas

[Web](https://jakevdp.github.io/PythonDataScienceHandbook/) | [PDF](https://tanthiamhuat.files.wordpress.com/2018/04/pythondatasciencehandbook.pdf)

*Statistics and Machine Learning in Python by Edouard Duchesnay*

[Web](https://duchesnay.github.io/pystatsml/) | [PDF](https://aimlcommunity.com/wp-content/uploads/2019/09/Stats.pdf)

*Python for Data Analysis, Agile Tools for Real World Data by Wes McKinney*

[Web](https://www.oreilly.com/library/view/python-for-data/9781449323592/) | [PDF](https://www.cin.ufpe.br/~embat/Python%20for%20Data%20Analysis.pdf)

*Beginner Python Cheat Sheet*

[Web](https://ehmatthes.github.io/pcc/cheatsheets/README.html) | [PDF](https://github.com/ehmatthes/pcc/releases/download/v1.0.0/beginners_python_cheat_sheet_pcc_all.pdf)

*From Python to Numpy*

[Web](https://www.labri.fr/perso/nrougier/from-python-to-numpy/)

*100 Pages Python Intro*

[Web](https://learnbyexample.github.io/100_page_python_intro/)

*Code with Repl.it*

[Web](https://www.codewithrepl.it/python-projects-for-beginners.html) | [PDF](https://i.ritzastatic.com/codewithreplit/e-books/coding-with-replit-export.pdf)

*At Full Speed With Python*

[Web](https://github.com/joaoventura/full-speed-python) | [PDF](https://joaoventura.net/static/files/python_exercises_book.pdf)

*Learn Python The Right Way*

[Web](https://learnpythontherightway.com/) | [PDF](https://i.ritzastatic.com/learn-python-the-right-way/think-cs-py-export-2021-03-23.pdf)

*Non Programmer's Tutorial for Python 3*

[Web](https://en.wikibooks.org/wiki/Non-Programmer%27s_Tutorial_for_Python_3) | [PDF](https://upload.wikimedia.org/wikipedia/commons/1/1d/Non-Programmer%27s_Tutorial_for_Python_3.pdf)

*Python 101*

[Web](https://python101.pythonlibrary.org/)

*A Python Book: Beginning Python, Advanced Python, and Python Exercises*

[Web](http://www.davekuhlman.org/python_book_01.html)

*Python Crash Course by Eric Matthes*

[Web](https://github.com/ehmatthes/pcc) | [PDF](http://bedford-computing.co.uk/learning/wp-content/uploads/2015/10/No.Starch.Python.Oct_.2015.ISBN_.1593276036.pdf)

*A byte of Python*

[Web](https://python.swaroopch.com/) | [PDF](https://github.com/swaroopch/byte-of-python/releases/tag/ve1f0e7884642a67de07df7bb29043539332daa23)

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Books available online at free of cost.

The Pinnacle of Programming: Python's Dominance in Data Science and Machine Learning - Online Resources and Downloads

Mechanical engineer turned data scientist, passionate about unraveling insights from data and sharing knowledge


A study notes of a data science student which covers mathematics, data mining, data structure and python. 