Popular Python Resources

Best Python Resources (General)

  1. FakeNewsDetection/FakeBuster: Fake News Detection with Machine Learning
  2. Learn Python the Hard Way
  3. Python Practice Book — Python Practice Book
  4. Making Games with Python & Pygame
  5. Python Programming Tutorials
  6. Jupyter Notebook Viewer
  7. nbviewer
  8. Jupyter Notebook Viewer
  9. Complete-Python-Bootcamp/Solution Links.md at master
  10. Learning Python – The Hitchhiker’s Guide to Python
  11. The Python Standard Library – Python 3.7.2 documentation
  12. Complete Python Bootcamp: Go from zero to hero in Python 3 | Udemy
  13. Welcome to Python for you and me
  14. Problem Solving with Algorithms and Data Structures using Python
  15. CodingBat Python
  16. GuiProgramming – Python Wiki
  17. The 10 most popular coding challenge websites for 2017

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. DataFrame – pandas 0.24.2 documentation
  2. pandas
  3. Series – pandas 0.24.2 documentation
  4. Binomial Probability Calculator
  5. Series – pandas 0.24.2 documentation

Resources to Learn matplotlib

  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. Learn Python – Free Interactive Python Tutorial
  5. Welcome to Python.org
  6. Pyplot tutorial — Matplotlib 2.0.2 documentation
  7. Top 28 Cheat Sheets for Machine Learning, Data Science, Probability, SQL & Big Data
  8. Contests | Analytics Vidhya
  9. Working With Text Data — scikit-learn 0.20.3 documentation
  10. Quick Guide to Boosting Algorithms in Machine Learning
  11. Analytics Community | Analytics Discussions | Big Data Discussion
  12. Built-in Functions — Python 3.7.3 documentation
  13. Python Regex: re.match(), re.search(), re.findall() with Example
  14. Python RegEx
  15. Reshaping in Pandas – Pivot, Pivot-Table, Stack and Unstack explained with Pictures – Python / C++
  16. Learn Python – Python Tutorials – DataFlair
  17. Counting and Basic Frequency Plots – Python
  18. Merge, join, and concatenate — pandas 0.24.2 documentation
  19. Skewness formula for ungrouped data | Coefficient of skewness formula
  20. Hello, World! – Learn Python – Free Interactive Python Tutorial
  21. The Python Tutorial — Python 3.7.3 documentation
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