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Python-Resources-2019
Updated 11/19/20 A curated list of Python 3 resources, books, websites, tutorials, code challenges. If you have any suggestions for additions to the list please open an issue.
Books
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Learn Python 3 the Hard Way A good starting place if you are new to python. Note there's earlier version Learn Python the Hard Way that covers Python 2.
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Learning Python Get a comprehensive, in-depth introduction to the core Python language with this hands-on book.Complete with quizzes, exercises, and helpful illustrations, this easy-to-follow, self-paced tutorial gets you started with both Python 2.x and 3.x
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Python Crash Course A hands-on, project-based introduction to programming.
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Automate the Boring Stuff with Python Online Edition Practical programming for complete beginners.
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Python Cookbook: Recipes for Mastering Python 3 - If you need help writing programs in Python 3, or want to update older Python 2 code, this book is just the ticket.
Classes
- JetBrains Academy Free trial on JetBrains Academy. If you are looking for a complete course start here, the Python track. "It's a one-stop shop for reading about concepts, practicing them and then immediately applying them in projects. An all-in-one learning tool."
Coding Challenges
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Stepik 100s of problems with adaptive difficulty. After solving a few problems Stepik provides a free 3 month (renewable) Educational License for the complete JetBrains suite, including PyCharm Pro.
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CheckIO Coding games for beginners and advanced programmers where you can improve your coding skills by solving engaging challenges and fun task using Python, has PyCharm integration.
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Codewars is where developers achieve code mastery through challenge. Train on kata in the dojo and reach your highest potential.
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The Python Challenge 33 python puzzles to challenge your skills. kuzmich has a nicely done python-challenge-solution
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Hacker Rank 100s of Python problems for you to solve, solutions available after completing the problems.
Community
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CodeTriage Help out your favorite open source projects and become a better developer while doing it. Pick your favorite repos to receive a different open issue in your inbox every day. Fix the issue and everybody wins. 43,662 developers are working on 4,493 open source repos using CodeTriage.
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stackoverflow If you have a question you'll almost always find an answer here.
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- /r/learnpython Subreddit for posting questions and asking for general advice about your python code.
- /r/python News about the dynamic, interpreted, interactive, object-oriented, extensible programming language Python.
- /r/learnprogramming A subreddit for all questions related to programming in any language.
- /r/dailyprogrammer — The focus of this subreddit is to provide bi-daily challenges to keep your mind and fingers busy between projects.
- /r/progether — Progether is about bringing programmers together on common projects, whether it is learning or developing or designing or what have you.
- /r/LearnMachineLearning — A subreddit dedicated for learning machine learning.
- /r/PythonPuzzles — Regular code puzzles in the Python programming languages
Django
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Bootstrap Get started with Bootstrap, the world’s most popular framework for building responsive, mobile-first sites, with BootstrapCDN and a template starter page.
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Django, Docker, and PostgreSQL Tutorial In this tutorial we will create a new Django project using Docker and PostgreSQL. Django ships with built-in SQLite support but even for local development you are better off using a "real" database like PostgreSQL that matches what is in production. (pipenv)
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Docker: Quickstart: Compose and Django This quick-start guide demonstrates how to use Docker Compose to set up and run a simple Django/PostgreSQL app. (venv)
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Getting started with Django The official tutorial.
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Corey Schafer Python Django Tutorials In this series, we will be learning how to build a full-featured Django application for scratch. We will learn how to get started with Django, use templates, create a database, upload pictures, create an authentication system, and much much more.
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Django Source Code Great for searching when looking for what text Django was using by default but it wasn’t clear where in the Django source code it was written.
Documentation
Flask
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Flask Tutorial HackersAndSlackers Create web applications and APIs with Python’s most popular framework. We cover everything from routing, database integrations, user accounts, and more.
Free
- Free for developers Developers and Open Source authors now have a massive amount of services offering free tiers, but it can be hard to find them all to make informed decisions. This is a list of software (SaaS, PaaS, IaaS, etc.) and other offerings that have free tiers for developers.
Git
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GitHub Help Help with all things Git.
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Github Profile Readme Templates A curated list of awesome Github Profile Readme Templates.
GUI related
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Dear PyGui Dear PyGui is a simple to use (but powerful) Python GUI framework. DearPyGui provides a wrapping of DearImGui that provides a hybrid of a traditional retained mode GUI and Dear ImGui's immediate mode paradigm.
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Introduction to PyQt4 An introductory PyQt4 tutorial
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Learn PyQt Create GUI applications with Python 3 and Qt5, using PyQt5/PySide libraries. Basic and advanced topics.
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PySimpleGUI Python GUI For Humans - Transforms tkinter, Qt, Remi, WxPython into a people-friendly Pythonic interfaces
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Tkinter Tutorial Learn how to develop graphical user interfaces by writing some Python GUI examples using Tkinter package.
HTML
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CodePen An online code editor, learning environment, and community for front-end web development using HTML, CSS and JavaScript code snippets.
IDEs
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PyCharm Community Edition A great free IDE, has most of the features you'll want. After solving a few challenge problems you can get a free 3 month Educational License (renewable) for the Professional Version from Stepik that is valid for the entire JetBrains suite.
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Anaconda "The open-source Anaconda Distribution is the easiest way to perform Python/R data science and machine learning on Linux, Windows, and Mac OS X"
- Quickly download 1,500+ Python/R data science packages
- Manage libraries, dependencies, and environments with Conda
- Develop and train machine learning and deep learning models with scikit-learn, TensorFlow, and Theano
- Analyze data with scalability and performance with Dask, NumPy, pandas, and Numba
- Visualize results with Matplotlib, Bokeh, Datashader, and Holoviews
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Spyder Spyder is a powerful scientific environment written in Python, for Python, and designed by and for scientists, engineers and data analysts.
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Jupyter JupyterLab is a web-based interactive development environment for Jupyter notebooks, code, and data.
Packages
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BeautifulSoup Python Web Scraping Using BeautifulSoup
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django Django is a high-level Python Web framework that encourages rapid development and clean, pragmatic design.
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pipreqs Generate pip requirements.txt file based on imports of any project
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pipenv Pipenv Cheat Sheet
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pyGame Introduction to PyGame.
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PySimpleGUI Python GUI For Humans - Transforms tkinter, Qt, Remi, WxPython into portable people-friendly Pythonic interfaces
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pysnooper Never use print for debugging again
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Useful Python modules A collections of useful Python modules, in a little to no order whatsoever…
Practice Problems with Solutions
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w3resource's Python Exercises, 100s of exercises with solutions, includes several external packages.
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Practice Python Over 30 beginner Python exercises with solutions
Python Cheat Sheets
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Learn X in Y minutes Where X=python3
Regex
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Awesome Regex A curated collection of awesome Regex libraries, tools, frameworks and software.
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Regex Pal A regular expression tester.
Sample Code
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PythonStdioGames A collection of text-based games written in Python 3 that only use "standard i/o". By Al Sweigart of inventwithpython.com, it's aimed at being easy to copy and understand by beginners.
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My Python Examples These scripts contain important functions which help reduce human workload.
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ActiveState Code » Recipes Popular Python recipes
Solutions
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Awesome Python "A curated list of awesome Python frameworks, libraries, software and resources"
Stydy Guides
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Ultimate Python study guide Ultimate Python study guide for newcomers and professionals alike.
Style Guides
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PEP 8 -- Style Guide for Python Code This document gives coding conventions for the Python code comprising the standard library in the main Python distribution.
Testing
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pysnooper PySnooper - Never use print for debugging again
Tutorials
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Django Includes basic and advanced tutorials.
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w3schools Python Tutorial Clear and concise.
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Programiz Learn Python Programming: The Definitive Guide
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Python for Everybody A full Python course.
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Codecademy Codecademy has a free 7 day trial, and has several Python courses.
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The Python Tutorial The official tutorial.
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Google's Python Class Videos and exercises from a two day Python class.
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pythonprogramming.net A number of python tutorials.
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Real Python Tutorials Short tutorials on a wide range of subjects.
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Sololearn Python Class Learn on the web and on the go. Available on all major devices and platforms.
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Udemy Offers a free Automate the Boring Stuff with Python Programming course.
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pythonprogramming.net Python Programming tutorials from beginner to advanced on a massive variety of topics.
Youtube
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Corey Schafer Among the best Python Tutorial videos.
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Python Programming for Network Engineers A Youtube course on Python programming/automation for network engineers.