Python Resources

Awesome Lists of Python

• feiskyer

• CodementorIO

• Data Science Python

• Statistics with Python

• Data Flair Python Tutorial

• Awesome Geoscience

• Awesome Data Science

• Awesome Jupyter

• Awesome Sentiment Analysis

• Awesome Python in Education

• Project Based Learning

• Recommended Python Learning Resources

• Wikibooks Python

Python Online IDE

• Python Tutor
• Skulpt Python run in browser

Python Interactive Learning

• Kikodo Online python learning

Python Sympy

• Live Sympy

Python Interactive Learning

• Thinkcspy by Runestone is an interactive course inspired by Think Python
• Automate Boring Stuff online for free (use https://repl.it/languages/python3 if you don't have local python installation)
• Exercism, Practicepython, Edabit—these are all beginner-friendly and difficulty levels are marked
• Codewars, Adventofcode, Projecteuler—more challenging
• Checkio, Codingame, Codecombat—gaming based challenges
• /r/dailyprogrammer—not active currently, but there's plenty of past challenges with discussions
• codingbat.com
• educative
• https://www.freecodecamp.org/learn/
• anvil.works is a fun website to tinker around with.
• www.codedamn.com
• www.RealPython.com have good tutorials for beginners.
• Hackerrank

• Sololearn

Python Library

• Python Stacks : curated python library

Python

• Python in 1 Minutes

Python

• Streamlit—The fastest way to create data apps

Python Tutorials

• Preface - 100 Page Python Intro License: CC-BY-NC
• Preface - Python resources for everybody License: CC

Python by Projects

• norvig/pytudes: Python programs, usually short, of considerable difficulty, to perfect particular skills.
• karan/Projects-Solutions: Links to others' solutions to Projects (https://github.com/karan/Projects/)
• tuvtran/project-based-learning: Curated list of project-based tutorials
• Code with Repl.it - Python projects for beginners

Python

• Python-I

Python Learning

• Python on Exercism

Python Cheatsheet

• Comprehensive Python Cheatsheet

Python

• Preface - Python resources for everybody
• ROSALIND - Problems

Visual Python

• Ryven - Flow-based visual scripting for Python

Python Learning

• Getting started—pandas 1.4.1 documentation
• Think DSP
• From Python to Numpy
• Lessons
• GitHub - ossu/data-science: Path to a free self-taught education in Data Science!
• GitHub - jvns/pandas-cookbook: Recipes for using Python's pandas library
• Chris Albon
• Mr. P Solver - YouTube
• Intermediate Python Programming Course - YouTube
• Neural Networks from Scratch
• Fluent Python
• Introducing Python, 2nd Edition
• Computational Physics: Problem Solving with Python, 3rd Edition - Wiley
• Classical Mechanics - A Computational Approach with Examples Using Mat
• Dynamical Systems with Applications using Python
• Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib
• Scipy Lecture Notes—Scipy lecture notes
• Learning Scientific Programming with Python
• Python Programming Tutorials
• Composing Programs
• Preface - Python resources for everybody
• Python Programming And Numerical Methods: A Guide For Engineers And Scientists—Python Numerical Methods

Python

• Python Tutor - Visualize Python, Java, C, C++, JavaScript, TypeScript, and Ruby code execution

Python and Panda

• Mito - Home
• Datasette: An open source multi-tool for exploring and publishing data
• VizierDB, a Data-Centric Notebook
• A GUI for pandas - bamboolib

Python ML Frameworks

• A Beginner's Guide to Python Machine Learning and Data Science Frameworks - Pathmind
• MindSpore
• Comparison of AI Frameworks - Pathmind
• PyTorch vs TensorFlow in 2022
• Pytorch vs. Tensorflow: Deep Learning Frameworks 2021 - Built In

Pandas

• Modern Polars
• Pandas