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