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Awesome Python

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📜 Summary

A curated list of python tutorials, notes, slides deck, files related to pycon talks, and a handful list of books that are worth reading. This repository can be used as a reference documentation for mastering the python programming language and other related content like frameworks and such.

This repository serves three primary roles:

Sharing an opinionated list of python videos.
Sharing notes driven by the awesome community.
Sharing a handful list of books that can play a significant role in honing your python skills.

If you are looking for a way to contribute to the project, please refer to the Guideline.

Don't forget to slap that ⭐ button an odd number of times ;-)

Currently maintained by Mahmoud Harmouch.

👉 Table Of Content (TOC).

Python Talks
1.1. Novice Level - Core
1.2. Intermediate Level - Core
1.3. Generic
1.4. Python 2 and Python 3
1.5. DSA
1.6. DevOps
1.7. Full-Stack
1.8. Self Care & Life
1.9. Testing
1.10. Refactoring
1.11. ML & Statistics
1.12. Security
1.13. Async Programming
Notes by the community
2.1. Chapter-01: The Language Basics
2.2. Chapter-02: Built-In functions and the Std-Modules
Python Books
3.1. Novice Level
3.2. Intermediate Level
3.3. Reference

Video Title	YT Links	Duration	Speaker Deck	Backup files
Python Epiphanies	`2014` `2016` `2017` `2018`	`3:17:08`	`2015` `2016` `2018`	`Mega`
Hands-On Intro to Python	`2017`	`3:26:03`	`2017`	---
Hands-on Intro to Python For Beginning Programmers	`2014`	`3:21:49`	---	---

Video Title	YT Links	Duration	Speaker Deck	Backup files
Pythonic Objects	`2019`	`3:22:15`	`2014` `Github`	`Mega`
Pythonic APIs	`2016`	`3:01:52`	`2016` `Github`	`Mega`
Decorators & Descriptors	`2017`	`2:55:02`	`2017`	`Mega`
Lazy Looping in Python	`2019`	`3:22:14`	`2017`	---
List Comprehensions & Generators	`2018`	`3:21:43`	`2017`	---
Readable Regular Expressions	`2016` `2017` `2021`	`3:19:43`	`2016` `2017` `2021`	---
Dataclasses: The code generator to end all code generators	`2018`	`00:45:21`	---	---
Object Oriented Programming from scratch	`2020`	`1:16:18`	`Colab`	---
Design Patterns in Python for the Untrained Eye	`2019`	`3:14:47`	`2019`	---

Video Title	YT Links	Duration	Speaker Deck	Backup files
Discovering Python	`2014`	`00:47:49`	`2014`	`Mega`
The Fun of Reinvention	`2017 - Screencast` `2017`	`00:55:21`	`2017`	`Mega`
Fear and Awaiting in Async	`2016 - Screencast` `2016`	`00:56:42`	`2016`	`Mega`
Built in Super Heroes	`2016 - Screencast` `2016`	`00:44:31`	`2016`	`Mega`

Thumbnail	Video Title	YT Links	Duration	Speaker Deck	Backup files
	Python 3.3 is better Than Python 2.7	`2012` `2013`	`00:53:24`	`2013`	---
	How to make your code Python 2/3 compatible	`2015`	`00:28:37`	`2015`	---

Video Title	YT Links	Duration	Speaker Deck	Backup files
Data Structures in the Std Lib and Beyond	`2014`	`00:37:40`	`2014`	---
Computer science fundamentals	`2014`	`00:30:22`	`2014`	---
Modern solvers: Problems well-defined are problems solved(BFS, DFS)	`2019`	`00:47:14`	`2019`	---
Build powerful, new data structures with Python's abstract base classes	`2019`	`1:02:01`	---	---
Efficient shared memory data structures	`2018`	`00:27:15`	`2018`	---
Learning Algorithms and Data Structures in Python	`2012`	`00:34:43`	---	---
Elegant Solutions For Everyday Python Problems	`2018`	`00:32:57`	`2018`	---
Fuzzy Search Algorithms How and When to Use Them	`2017`	`00:30:23`	`2017`	---

Video Title	YT Links	Duration	Speaker Deck	Backup files
So you want to be a full-stack developer	`2014`	`00:26:46`	`2014`	---
Building full-stack scientific applications in Python	`2013`	`00:42:35`	`2013` `gist`	---
To ORM or not to ORM	`2015`	`00:26:29`	`2015`	---
Flask	`2014` `2015` `2016` `2017`	`3:40:28`	`2014` `2015` `2016` `2017`	---
the Django Request-Response Cycle	`2014`	`00:31:27`	`2014`	---
Designing Django's Migrations	`2014`	`00:26:26`	`2014`	---
API-Driven Django	`2018`	`00:26:26`	`2014`	---
Beyond Django Basics	`2018`	`3:15:59`	`Github`	---
Django Admin Basics and Beyond	`2017`	`3:13:21`	`Github`	---
Getting Started with Django	`2014`	`3:23:34`	`RTD`	---
Django 101	`2016`	`2:04:32`	`2016` `Github`	---
PostgreSQL Proficiency for Python People	`2016`	`3:00:05`	`pdf`	---
Delving into the Django Admin	`2015`	`3:05:24`	`Github`	---
SQLAlchemy 2.0 - The One-Point-Four-Ening 2021	`2021` `2013` `2013`	`2:44:38`	`Github` `2013` `2013`	---
FastAPI from the ground up	`2019`	`00:26:33`	`Github`	---
FastAPI - The most modern Python3 web framework	`2021`	`00:26:33`	---	---
FastAPI Seems Good, so Why Don't We Build Something Similar For Flask?	`2021`	`00:04:44`	`slides`	---

Video Title	YT Links	Duration	Speaker Deck	Backup files
It's Dangerous to Go Alone	`2014`	`00:28:22`	`2014`	---
Technical on-boarding, training, and mentoring	`2014`	`00:27:11`	`2014`	---
Avoiding Burnout, and other essentials of Open Source Self-Care	`2015`	`00:28:35`	`2015`	---
Why can't we be friends: do corporations and FOSS really mix?	`2016`	`00:31:26`	`2016`	---
The Journey Over the Intermediate Gap	`2018`	`00:27:09`	`2018`	---
Build Teams as an Engineer	`2018`	`00:31:55`	`2018`	---
Does remote work really work	`2019`	`00:39:20`	`2019`	---

Video Title	YT Links	Duration	Speaker Deck	Backup files
TDD with Django	`2018` `2018` `2017`	`3:11:52`	`Book` `Github`	---
Visual Testing with PyCharm and pytest	`2018`	`00:29:54`	`2018`	---
Beyond Unit Tests: Taking Your Testing to the Next Level	`2018`	`00:29:20`	`2018`	---
Escape from auto-manual testing with Hypothesis!	`2019`	`3:12:11`	`2019`	---
Getting Started Testing in Data Science	`2019`	`00:31:00`	`2019`	---
Strategies for testing Async code	`2019`	`00:22:43`	`2019`	---

Video Title	YT Links	Duration	Speaker Deck	Backup files
The Refactoring Balance Beam: When to Make Changes and When to Leave it Alone	`2019`	`00:28:23`	`2019`	---
Refactoring Python: Why and how to restructure your code	`2016`	`00:30:24`	`2016`	---
Beautiful Python Refactoring	`2020`	`00:30:04`	---	---
Refactoring in Python: Design Patterns and Approaches	`2019` `2018`	`00:46:56`	`2018`	---
Dr. Kristian Rother - Best Practices	`2022` `2017`	`01:29:49`	`Github`	---

Thumbnail	Video Title	YT Links	Duration	Speaker Deck	Backup files
	Practical API Security.	`2019` `2018`	`03:18:36`	`Github`	---
	An introduction to secure web development with Django and Python.	`2017`	`02:56:15`	---	---

Title	Authors	Publication(Year)	Publisher	Store
Head-First Python, 2nd Edition.	Paul Barry	`2016`	`O'Reilly Media, Inc`	`Amazon`
Python for Everybody.	Dr. Charles Russell Severance.	`2017`	`O'Reilly`	`Amazon`
Learn Python 3 the Hard Way, 1st Edition.	Zed A. Shaw	`2017`	`Addison-Wesley`	`Amazon`
Python Programming for the Absolute Beginner, 3rd Edition.	Michael Dawson	`2010`	Course Technology	`Amazon`
Introduction to Computation and Programming Using Python, 2nd Edition.	John V. Guttag, Julie Sussman	`2016`	`The MIT Press`	`Amazon`
Python Programming: An Introduction to Computer Science, 3rd Edition.	John M. Zelle	`2016`	Franklin, Beedle & Associates, Inc	`Amazon`
Python Crash Course, 2nd Edition.	Eric Matthes	`2019`	`No Starch Press`	`Amazon`
Python for Kids, 2nd Edition.	Jason R. Briggs	`2012`	`No Starch Press`	`Amazon`
Core Python Programming, 2nd Edition	Wesley J. Chun	`2006`	`Pearson P T R`	`Amazon`
Programming Python, 4th Edition	Mark Lutz	`2010`	`O'Reilly Media, Inc.`	`Amazon`
Learning Python, 5th Edition.	Mark Lutz	`2010`	`O'Reilly Media, Inc.`	`Amazon`
Think Python, 2nd Edition.	Allen B. Downey	`2016`	`O'Reilly Media, Inc.`	`Amazon`

Title	Authors	Publication(Year)	Publisher	Store
Murach's Python Programming, 2nd Edition.	Michael Urban	`2021`	`Mike Murach & Associates`	`Amazon`
Python Distilled (Developer's Library) 1st Edition.	David Beazley	`2021`	`Addison-Wesley Professional`	`Amazon`
Effective Python, 2nd Edition.	Brett Slatkin	`2019`	`Addison-Wesley Professional`	`Amazon`
Python Tricks, 1st edition.	Dan Bader	`2017`	`Dan Bader`	`Amazon`
Intermediate Python, 1st edition.	Obi Ike-Nwosu	`2016`	`leanpub`	---
Python Object-Oriented Programming, 4th Edition.	Steven F. Lott, Dusty Phillips	`2021`	`Packt Publishing`	`Amazon`
Problem Solving with Algorithms and Data Structures Using Python, Kindle Edition.	Bradley N. Miller, David L. Ranum	`2021`	`Franklin, Beedle & Associates`	`Amazon`
Practices of the Python Pro 1st Edition.	Dane Hillard	`2020`	`Manning`	`Amazon`

Title	Authors	Publication(Year)	Publisher	Store
Fluent Python, 2nd Edition.	Luciano Ramalho	`2022`	`O'Reilly Media`	`Amazon`
Mastering Python High Performance.	Fernando Doglio	`2015`	`Packt Publishing`	`Amazon`
Python Testing with pytest, 2nd Edition	Brian Okken	`2022`	`Pragmatic Bookshelf`	`Amazon`

Video Title	YT Links	Duration	Speaker Deck	Backup files
Asynchronous Python for the Complete Beginner.	`2017`	`00:30:57`	`Gist` `2017`	---
Asynchronous Web Development with Flask.	`2019`	`00:27:21`	`2019`	---
Get to grips with asyncio in Python 3.	`2017`	`00:59:22`	---	---

Awesome Python

📜 Summary

👉 Table Of Content (TOC).

1. 📺 Python Talks

🔝 Go To TOC.

1.1 Novice Level

1.2 Intermediate Level

🔝 Go To TOC.

1.3 Generic

🔝 Go To TOC.

1.4 Python 2 and Python 3

🔝 Go To TOC.

1.5 Data Structures & Algorithms

🔝 Go To TOC.

1.6 DevOps

🔝 Go To TOC.

1.7 Full-Stack

🔝 Go To TOC.

1.8 Self Care & Life

🔝 Go To TOC.

1.9 Testing

🔝 Go To TOC.

1.10 Refactoring

🔝 Go To TOC.

1.11 ML & Statistics

🔝 Go To TOC.

1.12 Security

🔝 Go To TOC.

1.13 Async Programming

🔝 Go To TOC.

2. 📝 Notes by the community.

🔝 Go To TOC.

Chapter-01: The Language Basics.

Chapter-02: Built-In functions and the Std-Modules.

3. 📚 Python Books(Core).

🔝 Go To TOC.

3.1 Novice Level.

3.2 Intermediate Level

🔝 Go To TOC.

3.3 Reference

🔝 Go To TOC.

🔝 Go To TOC.

Folders and files

Latest commit