awesome-python-in-education
A curated list about Python in Education 
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awesome-python-in-education / Contents / Reference and forums | |||
| Academic Papers | |||
awesome-python-in-education / Contents / Interactive environments | |||
| From Blocks to Code with Trinket! | (more resources included in ) | ||
| Python for Everybody | Trinket.io interactive book | ||
| How to Think Like a Computer Scientist | (more resources included in ) | ||
| pythonroom | |||
| repl.it classrooms | |||
| CS Principles: Big Ideas in Programming | |||
| CodeSkulptor | |||
| BlockPy | web-based Python environment that lets you work with blocks, text, or both | ||
| Edublocks | Making the transition from Scratch to Python easier | ||
| Python Lectures | 388 | almost 6 years ago | IPython Notebooks to learn Python |
| Jupyter notebooks for teaching/learning Python 3 | 6,474 | over 2 years ago | |
| Learn Python | |||
| Code Club Python modules | |||
| Computer Science Circles | |||
| Python from scratch | |||
| Interactive Python 3 tutorial with 100+ exercises | |||
| Codesters | |||
| Pyfiddle | |||
| Code the blocks | interactive playground for learning how to code | ||
| Pythonpad.js | programming environment for tiny Python 3 projects, that can be embedded in web pages (using ) | ||
awesome-python-in-education / Contents / MOOCs | |||
| Programming for Everybody | |||
| An Introduction to Interactive Programming in Python (Part 1) | |||
| An Introduction to Interactive Programming in Python (Part 2) | |||
| Python Programming: A Concise Introduction | |||
| Introduction to Computer Science and Programming Using Python | |||
| Learn to Program Using Python | |||
| CS For All: Introduction to Computer Science and Python Programming | |||
| Programming Foundations with Python | |||
| Python Codecademy | |||
| CS 61A: The Structure and Interpretation of Computer Programs | |||
| Python School | |||
| Python curriculum outline | 179 | almost 8 years ago | Curriculum outline at FreeCodeCamp.com GitHub issue |
awesome-python-in-education / Contents / Introductions and Tutorials | |||
| The Hello World Program: Learn Python | |||
| Practical Python Programming (course by @dabeaz) | 9,949 | about 2 years ago | |
| Introduction to Python | |||
| NewCoder | |||
| Python tutorial | |||
| Programming with Python | from | ||
| Introduction to Programming with Python | |||
| Python Land | |||
| Python Course | |||
| The Programming Historian | |||
| Program Arcade Games With Python And Pygame | |||
| Python Tutorials for Kids 13+ | |||
| KidsCanCode | |||
| Python Asynchronous I/O Walkthrough | |||
| Python Tutorials and Courses Directory | |||
| Python as a Second Language | |||
| A simple tutorial about effectively using pdb | 854 | over 2 years ago | |
| Beginning Python | - - - 4 courses from the archived O'Reilly School of Technology | ||
| Testing and Continuous Integration with Python | a tutorial from the Software Carpentry | ||
| Playground and cheatsheet for learning Python | 16,476 | about 2 years ago | |
| Try Python | a free course from Code School | ||
| Python Synopsis | 190 | over 3 years ago | Python study guide |
| Python Fundamentals I & II | two 20h free courses from Rithm School | ||
| A Byte of Python | |||
| A Brief, Animated Introduction to Programming with Python | |||
| Build applications in Python (the anti-textbook) | 559 | over 6 years ago | |
| Asyncio in Python | collection of tutorials about Asyncio in Python | ||
| A SQLite Tutorial with Python | |||
| Learning Python for Social Scientists | |||
| Learn how to use Python for your Lab | |||
| Python Basics | 555 | over 5 years ago | |
| Dead Simple Python | from beginners to python (not programming) | ||
| Learn Python | Introduction and Intermediate Python, recorded for Frontend Masters by Nina Zakharenko | ||
| The Cracking Python Bootcamp | 288 | about 7 years ago | Learn How to Code in Python in 12 Weeks By Building Fun Real World Projects |
| w3schools Python tutorial | |||
| Geeks for geeks Python tutorial | |||
| Ultimate Python | 5,116 | almost 2 years ago | study guide for newcomers and professionals alike |
| LearnPython.org interactive tutorial | |||
awesome-python-in-education / Contents / Data Science | |||
| A Whirlwind Tour of Python | and the behind | ||
| A Crash Course in Python for Scientists | |||
| Intro to Python for Data Science | |||
| Learning Python for Data Science | |||
| Introduction to Python for Data Science | |||
| Programming with Python for Data Science | |||
| Python Data Science Handbook | 43,422 | about 2 years ago | complete book in Jupyter Notebook format |
| NumPy Illustrated - The Visual Guide to NumPy | |||
| Exploratory Computing with Python | |||
| Data Carpentry: Python for Ecologists | |||
| Plotting and Programming in Python | |||
| Applied Plotting, Charting & Data Representation in Python | |||
| Using Python for Research | |||
| The Hitchhiker’s Guide to Machine Learning in Python | |||
| SIOC 209: Python for Data Analysis | 851 | almost 6 years ago | and its |
| Reproducible analysis in Python | 111 | almost 8 years ago | |
| Python Level 1 | free course at Kaggle | ||
| Pandas Cheat Sheet | |||
| Python for Data Science Cheat Sheets | |||
awesome-python-in-education / Exercises and Games | |||
| CheckiO | |||
| CodeAbbey | |||
| Empire of Code | |||
| Project Euler | |||
| Exercism | |||
| HackerRank Challenges | |||
| PyBites | - | ||
| Practice Python | |||
| Python Challenge | |||
| Python for Fun | |||
| CodingBat | |||
| Reeborg's world | |||
| Python Koans | 4,962 | about 2 years ago | |
| Boston Python Puzzles | |||
| Norvig's pytudes | 23,209 | almost 2 years ago | Python programs for perfecting programming skills |
| Python Challenges | |||
| Code & Conquer | |||
| CodeCombat | |||
| TeachCraft: Minecraft + Python | - | ||
| Slice like a Ninja | |||
| Python Datasets: The Collection of Really Great, Interesting, Situated Datasets | (visit for raw formats) | ||
| Interactive Coding Challenges | 29,635 | over 2 years ago | |
| Pyweek Programming Challenge | |||
| CodingGame | |||
| CodeFights | |||
| Edabit Python Challenges | |||
| futurecoder | interactive beginner exercises - | ||
| DevProjects - Python Projects | Learn programming with curated Python projects | ||
awesome-python-in-education / Reference and forums / Python suitability for education | |||
| CP4E | by Guido van Rossum | ||
| Python in Education: Teach, Learn, Program | free e-book on why Python is well suited for education by Nicholas Tollervey | ||
| 'Think Python like a Computer Scientist' book Foreword | by David Beazley | ||
| Why I push for Python | by Lorena Barba | ||
| Why Python is a Great First Language | by Elliott Hauser (Trinket CEO) | ||
| Why Python is a great language for teaching beginners in introductory programming classes | by Philip Guo | ||
| Python is Now the Most Popular Introductory Teaching Language at Top U.S. Universities | by Philip Guo (Communications of the ACM) | ||
| Why Learn Python? Here Are 8 Data-Driven Reasons | by Elena Ruchko | ||
| [Level 1] Programming: Python | Archived version | ||
| Python as a way of thinking | |||
awesome-python-in-education / Reference and forums / Reference | |||
| Official Python documentation | |||
| Python in Education | - | ||
| Google's Python Class | |||
| The Hitchhiker’s Guide to Python | |||
| Tiny Python 3.6 Notebook | 1,346 | over 5 years ago | |
| Real Python Tutorials | - | ||
| PEP8 - Python Style Guide | |||
| The Elements of Python Style | 3,460 | over 2 years ago | |
| PyMOTW3 | Python Module Of The Week | ||
| Full Stack Python | - | ||
| Learn X in Y minutes where X=python3 | |||
| Tutorial - Learn Python in 10 minutes | but don't forget to | ||
| PyCrumbs - Bits and bytes of Python from the Internet | 3,218 | about 3 years ago | |
| CheckiO Python blog | curated Python articles | ||
| A Sheet of Python | : direct access to the | ||
| A gallery of interesting Jupyter Notebooks | 14,964 | almost 2 years ago | |
| CS1 Python Programming Projects Archive | |||
| Python 3 Cheat Sheet | (PDF) | ||
| Python cheatsheet | |||
| Python Crash Course - Cheat Sheets | |||
| Comprehensive Python Cheatsheet | 36,603 | almost 2 years ago | |
| Algorithms implemented in python (for education) | 195,521 | almost 2 years ago | |
| Algorithms | 2,848 | almost 8 years ago | |
| Minimal examples of data structures and algorithms in Python | 24,129 | about 2 years ago | |
| awesome-python | 227,763 | about 2 years ago | |
| Python GitHub Projects | 828 | over 4 years ago | |
| Python Reference | 3,765 | about 4 years ago | useful functions, tutorials, and other Python-related things |
| Pythonidae | 969 | about 3 years ago | curated decibans of scientific programming resources in Python |
| Python Patterns | by Brandon Rhodes ( ) | ||
| python-patterns | 40,631 | about 2 years ago | a collection of design patterns/idioms in Python |
| PyPattyrn | 2,278 | over 2 years ago | |
| Python 3 Patterns, Recipes and Idioms | |||
| How to make mistakes in Python | |||
| The Little Book of Python Anti-Patterns | small book of Python anti-patterns and worst practices | ||
| Python IAQ: Infrequently Answered Questions | by Peter Norvig | ||
| Anti-Patterns in Python Programming | |||
| Python Code Disasters | 157 | over 2 years ago | more anti-patterns |
| What the f*ck Python? | 35,899 | almost 2 years ago | A collection of interesting and tricky Python examples |
| DjangoGirls Introduction to Python | |||
| Experiments in Python Pedagogy | 11 | about 2 years ago | - |
| 29 common beginner Python errors on one page | from | ||
| Learn Python - Udacity | |||
| Popular Python Recipes | |||
| Transforming Code into Beautiful, Idiomatic Python | |||
| Improve your Python skills (Dan Bader's blog) | |||
| Practical Business Python | |||
| Python Lessons | 6 lessons from teachwithict | ||
| Machine Learning and Python (and Math) Cheat Sheets | |||
| AIAMA Python implementation | 8,086 | about 2 years ago | Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach" |
| PyFormat | Using % and .format() for great good! | ||
| Replacing Bash Scripting with Python | 1,063 | over 2 years ago | |
| ugo_py_doc | a Python documentation website | ||
| The 35 Words You Need to Python | The core vocabulary of Python you actually need to know to start to do meaningful work | ||
awesome-python-in-education / Reference and forums / Mailing lists | |||
| Python EDU-SIG | Python.org subsite | ||
| Python EDU-SIG | Special Interest Group mailing list | ||
| Python EDU-WG | Working Group mailing list | ||
| Tutor | (mailing list) Discussion for learning programming with Python | ||
| Python-list | General discussion list for the Python programming language (mailing list) | ||
| jupyter-education | Teaching with Jupyter Notebooks mailing list | ||
awesome-python-in-education / Reference and forums / Forums | |||
| 'python' tag | StackOverflow: - | ||
| r/Python | reddit: - - - | ||
awesome-python-in-education / Tools and Libraries | |||
| Your Python Trinket | Put Interactive Python Anywhere on the Web | ||
| Python Tutor | Visualize the execution of Python programs | ||
| Livepython | 2,556 | over 7 years ago | Visually trace Python code in real-time (alpha stage) |
| Skulpt | Skulpt is an entirely in-browser implementation of Python 2.X (!) | ||
| SoloLearn Python 3 Tutorial | mobile version | ||
| Python Anywhere | |||
| repl.it | |||
| Python AST Explorer | |||
| kite | programming copilot | ||
| EarSketch | learn to code by making music | ||
| FoxDot | Live Coding Music with Python & SuperCollider | ||
| Ren'Py | a visual novel engine | ||
| ColorZero | 25 | almost 5 years ago | Another color manipulation library for Python |
| LogZero | 1,026 | almost 4 years ago | Robust and effective logging |
| NetworkZero | 48 | over 3 years ago | Make it easy for learning groups to use simple networking in Python |
awesome-python-in-education / Tools and Libraries / Games, graphics and simulation | |||
| Jupylet | 231 | over 2 years ago | Create 2D and 3D games, graphics, live music and sound synthesizers, interactively in a Jupyter notebook |
| PyGame | |||
| Pygame Zero | for creating games without boilerplate | ||
| Python Arcade Library | |||
| Pyglet | a pure python cross-platform application framework intended for game development | ||
| Python Mode for Processing | |||
| PythonTurtle | A learning environment for Python programming suitable for beginners and children, inspired by Logo. Easy installer for Windows so it could be installed by children on computers without internet access | ||
| A Simple Tutorial for Python's turtle.py Module | 134 | over 2 years ago | |
| VPython | 3D programming | ||
| Pymunk | 2D physics library | ||
| PyPhysicsSandbox | 47 | almost 3 years ago | a simple wrapper around Pymunk |
| Kivy | innovative user interfaces, such as multi-touch apps | ||
| PyQT 15 minute apps | 4,183 | almost 2 years ago | 15 minute (small) desktop apps built with PyQt |
| PyQt5 tutorial | Create GUI applications with Python | ||
| Panda3D | game engine and framework for 3D rendering | ||
| Ursina Engine | game engine based on Panda3D but really easy-to-use. Great for beginners in 3D game coding | ||
| gui zero | to allow children to quickly and easily create GUIs for their programs | ||
| Free Python Games | collection of free Python games intended for education and fun | ||
| Angry Birds in Python | 359 | over 3 years ago | using pygame and pymunk |
| Jappy | 17 | almost 4 years ago | the app powering the collaborative coding platform |
| Predigame | instructional platform that teaches the basics of coding through the creation of arcade games | ||
| ThorPy | A GUI library for pygame | ||
| sc8pr | 14 | about 2 years ago | A simple framework for new and experienced Python programmers to create animations, games, and other graphics-based programs |
| pyxel | 15,526 | almost 2 years ago | A retro game development environment in Python |
| PySimpleGUI | 13,480 | almost 2 years ago | Super-simple GUI to use... Powerfully customizable |
| evennia | library and toolkit for building multi-player online text games | ||
| adventurelib | 154 | over 2 years ago | easy text adventures |
| PythonStdioGames | 911 | about 3 years ago | A compilation of text-based games written in Python that only use "standard i/o" |
| PyperCard | 111 | almost 2 years ago | HyperCard inspired GUI framework for beginner developers in Python ( ) |
| PyComic | 7 | over 3 years ago | A static website for generating Pythonic comics |
awesome-python-in-education / Tools and Libraries / Visualization | |||
| Bokeh | an interactive visualization library that targets modern web browsers for presentation | ||
| VisPy | library for interactive scientific visualization that is designed to be fast, scalable, and easy to use | ||
| Python Graph Gallery | showcase hundreds of charts, always providing the reproducible python code | ||
awesome-python-in-education / Tools and Libraries / Jupyter | |||
| Awesome Jupyter | 4,083 | almost 2 years ago | A curated list of awesome Jupyter projects, libraries and resources |
| Project Jupyter | |||
awesome-python-in-education / Tools and Libraries / Jupyter / Project Jupyter | |||
| github.com/jupyter4edu | best practices and content for teaching with Jupyter notebooks | ||
awesome-python-in-education / Tools and Libraries / Jupyter / Project Jupyter / github.com/jupyter4edu | |||
| jupyter4edu/jupyter-edu-book | 438 | over 3 years ago | open source of the "Teaching and Learning with Jupyter" book |
awesome-python-in-education / Tools and Libraries / Jupyter / Project Jupyter / github.com/jupyter4edu / jupyter4edu/jupyter-edu-book | |||
| https://jupyter4edu.github.io/jupyter-edu-book/ | "Teaching and Learning with Jupyter" book | ||
awesome-python-in-education / Tools and Libraries / Jupyter / Project Jupyter | |||
| github.com/IPython | |||
| github.com/Jupyter | |||
| github.com/JupyterHub | |||
| github.com/JupyterLab | |||
awesome-python-in-education / Tools and Libraries / Jupyter | |||
| jupyter-education: Teaching with Jupyter Notebooks mailing list | mailing list | ||
| jupyterhub/JupyterHub | 7,844 | almost 2 years ago | multi-user server for Jupyter notebooks |
awesome-python-in-education / Tools and Libraries / Jupyter / jupyterhub/JupyterHub | |||
| Zero to JupyterHub | documentation for setting up a multi-user JupyterHub server | ||
| TLJH: The Littlest JupyterHub | documentation for "a simple JupyterHub distribution for a small (0-100) number of users on a single server" | ||
| jupyterhub-deploy-teaching | 247 | over 2 years ago | reference deployment of JupyterHub and nbgrader on a single server |
awesome-python-in-education / Tools and Libraries / Jupyter | |||
| jupyterlab/JupyterLab | 14,263 | almost 2 years ago | rewrite of Jupyter Notebook with tabs, extensions, command list |
awesome-python-in-education / Tools and Libraries / Jupyter / jupyterlab/JupyterLab | |||
| JupyterLab Documentation | |||
awesome-python-in-education / Tools and Libraries / Jupyter | |||
| mybinder.org | "Binder": generate a container from a git repository (or a DOI) with repo2docker and run it in the cloud | ||
awesome-python-in-education / Tools and Libraries / Jupyter / mybinder.org | |||
| jupyterhub/binderhub | 2,579 | almost 2 years ago | BinderHub is the application that powers (on k8s) |
| jupyter/repo2docker | 1,636 | almost 2 years ago | generate Jupyter-enabled Docker Images from repositories |
| github.com/binder-examples | examples of Binder-ready (REES-compatible) Jupyter notebooks | ||
| REES: Reproducible Execution Environment Specification | specification that repo2docker uses to build a container image for a given project and its dependencies | ||
| REES Config files | requirements.txt, environment.yml, Pipfile.lock, postBuild, Dockerfile | ||
awesome-python-in-education / Tools and Libraries / Jupyter | |||
| ipython/ipywidgets - IPython widgets | 3,168 | almost 2 years ago | |
| jupyter/nbgrader | 1,300 | almost 2 years ago | nbgrader is a tool that facilitates creating and grading assignments in the Jupyter notebook |
awesome-python-in-education / Tools and Libraries / Jupyter / jupyter/nbgrader | |||
| nbgrader docs | docs for the nbgrader tool | ||
| jupyterhub/jupyterhub-deploy-teaching | 247 | over 2 years ago | reference deployment of JupyterHub and nbgrader on a single server |
awesome-python-in-education / Tools and Libraries / Jupyter | |||
| jupyterlab/jupyterlab-google-drive | 400 | about 3 years ago | Google Drive for JupyterLab (see also: Google Colab) |
| jupyterlab/debugger | 559 | over 4 years ago | a JupyterLab debugger extension for debugging code in notebook cells |
awesome-python-in-education / Tools and Libraries / Hosted Jupyter notebooks | |||
| awesome-jupyter > Hosted Notebook Solutions | 4,083 | almost 2 years ago | |
| CoCalc's comparison of Online Jupyter Notebook services | |||
| CoCalc | Jupyter notebook environment with Course Management, Handouts, Assignments, nbgrader, Time Travel history, chat | ||
| Google Colab | Jupyter notebook environment for machine learning education and research (requires no setup to use) | ||
| IllumiDesk | Jupyter notebook environment with LMS integration via LTI 1.1/1.3 | ||
awesome-python-in-education / Tools and Libraries / Jupyter Tools | |||
| RISE | 3,697 | almost 3 years ago | "Live" Reveal.js Jupyter/IPython Slideshow Extension |
| fastpages | 3,531 | almost 4 years ago | static/JAMstack blogging platform with support for Jupyter notebooks |
| hugo-academic | 8,445 | almost 2 years ago | static/JAMstack website builder with support for Jupyter notebooks |
| ipytest | 318 | about 2 years ago | run py.test tests within the notebook environment |
| jupyter-contrib-nbextensions - Unofficial Jupyter Notebook Extensions | |||
| jupyter-edx-colab-cloud-xblock | 7 | over 7 years ago | launch Google Colab notebooks from within an Open edX XBlock |
| jupyter-edx-grader-xblock | 45 | almost 6 years ago | auto-grade assignments with nbgrader and post the scores to an Open edX gradebook |
| jupyter-themes | 9,785 | almost 3 years ago | Custom Jupyter Notebook Themes |
| jupyter-viewer-xblock | 30 | over 6 years ago | view Jupyter notebooks in an Open edX XBlock |
| jupytext | 6,673 | almost 2 years ago | Jupyter Notebooks as Markdown, Julia, Python, or R scripts (that [auto-]save to the configured paired formats) |
| lolviz | 830 | over 4 years ago | data-structure visualization tool for lists of lists, lists, dictionaries |
| nbTranslate | 9 | over 9 years ago | translate cells of a notebook from one language to another - Adds multi language support |
| nbautoeval | 19 | almost 2 years ago | creating auto-evaluated exercises |
| nbconvert | convert Notebooks to other formats | ||
| nbdev | 4,953 | almost 2 years ago | export, sync, and document notebook cells to and from regular python modules |
| nbdime | diffing and merging of Jupyter Notebooks | ||
| nbgallery | 147 | almost 2 years ago | platform for sharing and collaborating on Jupyter notebooks |
| nbinteract | creates interactive webpages from Jupyter notebooks | ||
| nbscan | 23 | almost 7 years ago | search for and print contents of cells in Jupyter notebooks |
| nbsphinx | Sphinx extension for publishing Jupyter Notebooks as static/JAMstack websites | ||
| nbtranslate | 7 | almost 10 years ago | translate content of Jupyter notebook using gettext tools |
| nbtutor | 461 | almost 2 years ago | visualize Python code execution (line-by-line) |
| nbval | 446 | almost 2 years ago | Py.test plugin for validating Jupyter notebooks |
| notedown | 855 | almost 5 years ago | Convert IPython Notebooks to markdown (and back) |
| pixiedebugger | The Visual Python Debugger for Jupyter Notebooks You’ve Always Wanted | ||
| pynb | 250 | about 6 years ago | Jupyter Notebooks as plain Python code with embedded Markdown text |
| rst2ipynb | 17 | almost 3 years ago | convert standalone reStructuredText files to Jupyter notebook file |
| sphinxcontrib-jupyter | 77 | over 4 years ago | A Sphinx Extension for Generating Jupyter Notebooks |
awesome-python-in-education / Tools and Libraries / Jupyter resources | |||
| GitHub Trending Jupyter Notebooks | |||
| Jupyter Notebook cheatsheet | |||
| Jupyter tips, tricks and shortcuts | |||
| IPythonBlocks | |||
| Using the IPython Notebook as a Teaching Tool | |||
| LTI Launch JupyterHub Authenticator | 69 | almost 2 years ago | Implements LTI v1 authenticator for use with JupyterHub |
| Lectures on scientific computing with Python | 3,509 | almost 3 years ago | |
| "The world of Jupyter" —a tutorial | 23 | about 10 years ago | |
| List of Jupyter Notebooks by Peter Norvig | |||
| 28 Jupyter Notebook tips, tricks and shortcuts | |||
| VPython running in a Jupyter notebook | 64 | over 7 years ago | |
awesome-python-in-education / Tools and Libraries / IDEs | |||
| bpython | |||
| ptpython | 5,241 | about 2 years ago | |
| Thonny | Python IDE for beginners | ||
| VIM | with | ||
| Emacs | with | ||
| Sublime Text 3 | with | ||
| PyCharm Edu | With | ||
| Spyder | 8,408 | almost 2 years ago | The Scientific PYthon Development EnviRonment |
| Wingware Python IDE | |||
| Ninja-IDE | |||
| PyDev | a Python IDE for Eclipse, which may be used in Python, Jython and IronPython development | ||
| Visual Studio Code | with | ||
| Mu | a simple Python editor for beginner programmers | ||
| Rodeo | A Native Python IDE for Data Science | ||
| Turing | 38 | over 2 years ago | Free and cross-platform IDE for pseudocode and Python |
| PyScripter | 1,006 | almost 2 years ago | a feature-rich but lightweight Python IDE |
| Pyzo | computing environment that plays well with conda | ||
awesome-python-in-education / Tools and Libraries / Debuggers | |||
| pdb | |||
| ipdb | |||
| PuDB | |||
| pdb++ | 1,313 | over 2 years ago | a drop-in replacement for pdb |
| Python Linter Online | Live Syntax Checking Using Pylint while Running Python | ||
| PyTA | 92 | almost 2 years ago | static code analysis to help students find and fix common coding errors |
| coala | linting and fixing code | ||
| wdb | 1,577 | almost 4 years ago | An improbable web debugger through WebSockets |
| QuantifiedCode | 111 | about 8 years ago | a code analyis & automation platform |
| birdseye | 1,658 | almost 2 years ago | graphical Python debugger using the AST |
| Hunter | 804 | about 2 years ago | a flexible code tracing toolkit |
awesome-python-in-education / Conferences and videos | |||
| Taking Your Python Skills to the Next Level With Pythonic Code | 5 powerful Pythonic concepts and over 45 minutes of video examples | ||
| Weekly Python Chat | Weekly live video chats about Python, teaching, open source, and more | ||
| Python in Australian Education seminar | (2016) | ||
| PyCon Australia 2015 Education Miniconf | (youtube playlist) | ||
| Python Education Summit Schedule | (PyCon 2016) | ||
| A one-day mini-conference about Python in Education | (PyConUK 2016) | ||
| PyVideo tag 'education' | |||
| Khan Academy Computer Science (Python video playlist) | |||
| Python Programming in one video | Derek Banas playlist | ||
| CPython internals: A ten-hour codewalk through the Python interpreter source code | |||
| Teaching Python: The Hard Parts | PyCon 2016 | ||
| Episode 14 – Allen Downey on Teaching Computer Science with Python | from | ||
| Python For Informatics | |||
| Python for Everybody - Exploring Information | |||
| sentdex youtube playlists | or via | ||
| Dan Bader's youtube channel | |||
| Corey Schafer's youtube channel | |||
| Python 3.4 Programming Tutorials | |||
| Programming Foundations with Python | from | ||
| PySide Video Tutorials | |||
| Python Basics - Coding is for girls | |||
| Python For Beginners - Learn To Code Tutorials | |||
| TheNewBoston Python 3 videotutorials | also and others on | ||
| Build applications in Python the antitextbook | |||
| Socratica Python Programming Tutorials | |||
| Python for Data Analysis - Pandas Cookbook | |||
awesome-python-in-education / Books | |||
| The Computer Science Field Guide | ( ) | ||
| Awesome Python Books | 3,988 | about 3 years ago | |
| PythonBooks | |||
| Build applications in Python the antitextbook | |||
| Algorithmic Problem Solving with Python | |||
| Openlibra: Python | |||
| Intermediate Python | - | ||
| Python Practice Book | |||
| Scipy Lecture Notes | |||
| Problem Solving with Algorithms and Data Structures using Python | - | ||
| Python for Everybody - Exploring Data In Python 3 | |||
| Composing Programs | based on SICP textbook | ||
| Dive into Python 3 | |||
| Introduction to Programming with Python | |||
| Learn Python, Break Python - A Beginner's Guide to Programming | |||
| Non-Programmer's Tutorial for Python 3 | |||
| The Art and Craft of Programming (Python edition) | |||
| CS61A: Structure and Interpretation of Computer Programs | |||
| Learn Python the hard way | |||
| Program Arcade Games With Python And Pygame | |||
| Python for you and me | |||
| Object-Oriented Programming in Python | |||
| Violent Python. A Cookbook for Hackers, Forensic Analysts, Penetration Testers and Security Engineers | |||
| Natural Language Processing with Python – Analyzing Text with the Natural Language Toolkit | |||
| Python for Scientists and Engineers | |||
| PythonBooks | categorized Python books | ||
awesome-python-in-education / Books / Coding Club books | |||
| Python Basics | |||
| Python Next Steps | |||
| Python: Building Big Apps | |||
| Python: Programming Art | |||
| Python: Interactive Adventures | |||
| Black Flag: A Coding Club Mission | |||
| Coding Cards | [PDF] | ||
awesome-python-in-education / Books / Green Tea Press | |||
| Think Python: How To Think Like a Computer Scientist, 2nd ed. | |||
| Think Complexity: Exploring Complexity Science with Python, 2nd ed. | |||
| Think DSP: Digital Signal Processing in Python | |||
| Think Stats: Exploratory Data Analysis in Python, 2nd ed. | |||
| Think Bayes: Bayesian Statistics in Python | |||
awesome-python-in-education / Books / Invent with Python series | |||
| Invent your own computer games with Python | |||
| Making Games with Python & Pygame | |||
| Hacking Secret Ciphers with Python | -> 2nd ed: | ||
| Automate the Boring Stuff with Python | |||
awesome-python-in-education / Books / Manning Publications | |||
| Classic Computer Science Problems in Python | |||
| Hello! Python | |||
| Hello World! 2nd ed. Computer Programming for Kids and Other Beginners | |||
| Hello Raspberry Pi! | Python programming for kids and other beginners | ||
| The Quick Python Book, Third Edition | |||
| Learn Programming with Python | |||
| Grokking Algorithms | An illustrated guide for programmers and other curious people | ||
| Practices of the Python Pro | Professional software development principles and best practices for beginning developers | ||
| The Well-Grounded Python Developer | Helping programmers who know Python become and think like developers | ||
| Tiny Python Projects | An introduction to Python fundamentals through puzzles and games | ||
| Publishing Python Packages | Book that reveals best practices and standards for packaging your Python code in an easy, automated, and scalable way | ||
awesome-python-in-education / Books / No Starch Press | |||
| Python for Kids | |||
| Teach Your Kids to Code | |||
| Doing Math with Python: Use Programming to Explore Algebra, Statistics, Calculus, and More! | |||
| Python Crash Course. A Hands-On, Project-Based Introduction to Programming | |||
| Python Playground. Geeky Projects for the Curious Programmer | |||
| Learn to Program with Minecraft. Transform Your World with the Power of Python | |||
| Black Hat Python. Python Programming for Hackers and Pentesters | |||
awesome-python-in-education / Books / O'Reilly | |||
| Raspberry Pi Cookbook. Software and Hardware Problems and Solutions | |||
| Head First Python, 2nd Edition | |||
| Python for Unix and Linux System Administration | (2008) | ||
awesome-python-in-education / Books / Packt Pub | |||
| Python Projects for Kids | |||
| Raspberry Pi Projects for Kids | |||
| Python Programming for Arduino | |||
| Pro Python System Administration | (2010) | ||
awesome-python-in-education / Hardware | |||
| Cozmo | |||
awesome-python-in-education / Hardware / Raspberry Pi | |||
| Getting Started with Minecraft Pi | |||
| Create a "Whac-a-block" game in Minecraft | |||
| MagPi issues | |||
awesome-python-in-education / Hardware / Arduino | |||
| Arduino and Python | |||
| Using Python with Arduino | |||
awesome-python-in-education / Hardware / BBC microbit | |||
| The micro:bit Foundation | |||
| BBC micro:bit MicroPython | |||
| Microbit Playground | |||
awesome-python-in-education / Hardware / PyBoard | |||
| MicroPython | |||
awesome-python-in-education / Hardware / ESP32 | |||
| MicroPython | 680 | over 7 years ago | |
awesome-python-in-education / Hardware / Adafruit CircuitPython | |||
| CircuitPython | 4,147 | almost 2 years ago | a MicroPython fork for teaching coding with microcontrollers |
| Awesome CircuitPython | 650 | almost 2 years ago | A curated list of awesome CircuitPython guides, videos, libraries, frameworks, software and resources |
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m2n037/awesome-mecheng
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