Best Resources to Learn Python

Best Resources to Learn Python

Best Python Resources

1. Learn Python the Hard Way
2. Python Practice Book — Python Practice Book
3. Making Games with Python & Pygame
4. Python Programming Tutorials
5. Jupyter Notebook Viewer
6. nbviewer
7. Jupyter Notebook Viewer
8. Complete-Python-Bootcamp/Solution Links.md at master
9. Learning Python – The Hitchhiker’s Guide to Python
10. The Python Standard Library – Python 3.7.2 documentation
11. Complete Python Bootcamp: Go from zero to hero in Python 3 - Udemy
12. Welcome to Python for you and me
13. Problem Solving with Algorithms and Data Structures using Python
14. CodingBat Python
15. GuiProgramming – Python Wiki
16. The 10 most popular coding challenge websites for 2017
17. Learn Python – Free Interactive Python Tutorial
18. Welcome to Python.org
19. Built-in Functions — Python 3.7.3 documentation
20. Hello, World! – Learn Python – Free Interactive Python Tutorial
21. The Python Tutorial — Python 3.7.3 documentation
22. Quick Guide to Boosting Algorithms in Machine Learning
23. Analytics Community - Analytics Discussions - Big Data Discussion
24. Learn Python – Python Tutorials – DataFlair

Best Numpy Resources

1. arrays – What are the advantages of NumPy over regular Python lists? – Stack Overflow
2. python – Why are NumPy arrays so fast? – Stack Overflow
3. Numpy and Scipy Documentation – Numpy and Scipy documentation
4. NumPy – NumPy
5. Overview – NumPy v1.16 Manual

Best Pandas Resources

1. pandas
2. DataFrame – pandas 0.24.2 documentation
3. Merge, join, and concatenate — pandas 0.24.2 documentation
4. Series – pandas 0.24.2 documentation
5. Binomial Probability Calculator
6. Series – pandas 0.24.2 documentation
7. Reshaping in Pandas – Pivot, Pivot-Table, Stack and Unstack explained with Pictures – Python / C++
8. Counting and Basic Frequency Plots – Python

Python Visualization Resources

1. Seaborn
2. rougier/matplotlib-tutorial: Matplotlib tutorial for beginner
3. A step-by-step guide for creating advanced Python data visualizations with Seaborn / Matplotlib
4. Pyplot tutorial — Matplotlib 2.0.2 documentation
5. Top 28 Cheat Sheets for Machine Learning, Data Science, Probability, SQL & Big Data

Other Resources

1. Contests - Analytics Vidhya
2. Working With Text Data — scikit-learn 0.20.3 documentation
3. Python RegEx
4. Python Regex: re.match(), re.search(), re.findall() with Example
5. FakeNewsDetection/FakeBuster: Fake News Detection with Machine Learning

Websites to learn Python

1. https://interactivepython.org
2. https://inventwithpython.com
3. https://numpy.org
4. https://pandas.pydata.org
5. https://analyticsvidhya.com
6. https://anandology.com
7. https://blogs.baruch.cuny.edu
8. https://codingbat.com
9. https://data-flair.training
10. https://datahack.analyticsvidhya.com
11. https://docs.python.org
12. https://docs.python-guide.org
13. https://docs.scipy.org
14. https://etav.github.io
15. https://freecodecamp.org
16. https://github.com
17. https://guru99.com
18. https://learnpython.org
19. https://learnpythonthehardway.org
20. https://matplotlib.org
21. https://nbviewer.jupyter.org
22. https://pandas.pydata.org
23. https://pymbook.readthedocs.io
24. https://python.org
25. https://pythonprogramming.net
26. https://scikit-learn.org
27. https://seaborn.pydata.org
28. https://stackoverflow.com
29. https://stattrek.com
30. https://towardsdatascience.com
31. https://udemy.com
32. https://w3schools.com
33. https://wiki.python.org