Python can be used in a lot of computer science fields. In this repository, we have collected resources for each field of computer science that are related to Python.
Not sure which source to choose? You can follow the resources marked with a ✅ symbol, they are highly recommended by the community.
Before you head over, read the Contribution Guide first. You are new to contribution process? For more information about the steps and guides, check out the First Contribution Guide.
- Prerequisites
- Career Path
- Advanced Topics
- Databases
- ORM
- Clean Code
- Clean Architecture
- Caching
- Testing
- Container Platforms
- Programming Paradigms
- Architectural Patterns
- Design Principles
- Design Patterns
- Message Brokers
- WSGI Servers
- ASGI Servers
- Web Servers
- API
- Availability and Reliability
- Distributed Systems
- Reactive Systems
- Refactoring
- Security
- Monitoring
- Soft Skill
- Public Cloud
- IoT
- Where to Go Next?
Algorithms and Data Structures
-
Book
-
Video
-
Platform
-
Repo
-
Cheat Sheet
System Design
Git
-
Documentation
-
Video
-
Book
-
Website
-
Cheat Sheet
Operating System
Virtual Environment
-
VENV
- Documentation
-
VirtualEnvWrapper
- Documentation
-
PipEnv
- Documentation
-
Conda
- Documentation
-
Python-Poetry
- Documentation
Python
-
Documentation
-
Beginner
-
Book
-
Video
-
Platform
-
-
Intermediate
-
Book
-
Video
-
Platform
-
-
Advanced
-
Book
- ✅ Architecture Patterns with Python by Harry Percival & Bob Gregory
- ✅ Practices of the Python Pro by Dane Hillard
- ✅ Python Tricks by Dan Bader
- Python Testing with pytest by Brian Okken
- Python Concurrency with asyncio by Matthew Fowler
- Python for Programmers by Deitel Developer Series
- Serious Python by Julien Danjou
- Python Notes for Professionals
-
Video
-
Platform
-
-
Community
-
Cheat Sheet
-
Django
-
Documentation
-
Book
- Django for Beginners by William S. Vincent
- Django for APIs by William S. Vincent
- Django for Professionals by William S. Vincent
- Two Scoops of Django 3.x by Daniel Roy Greenfeld, Audrey Roy Greenfeld
- Test-Driven Development with Python: Obey the Testing Goat: Using Django, Selenium, and JavaScript by Harry Percival
- Test-Driven Development with Django by Kevin Harvey
- Django3 by example by antonio mele
-
Video
- Django Web Framework - Full Course for Beginners by Justin Mitchel
- Build REST APIs with Django REST Framework and Python By Shubham Sarda
- Django For Everybody - Full Course by Dr. Charles Severance
- Django ORM Mastery - Very Academy
- Learn Django Class Base View - Very Academy
- Django Course by Mosh Hamedani
- Try Django 3.2 - Python Web Development Tutorial Series by Justin Mitchel
-
Awesome Django
-
Community
-
Cheat Sheet
Fast API
-
Video
-
Documentation
-
Awesome FastAPI
-
Community
Flask
-
Book
-
Video
-
Documentation
-
Cheat Sheet
Tornado
Web2Py
Sanic
-
Documentation
-
Article
-
Video
Dash
-
Documentation
-
Awesome Dash
-
Template
-
-
Data Analysis
Data Visualization
Image Processing
DevOps
Algorithmic Trading
CyberSecurity
-
Book
-
Tutorials
-
Tools and Frameworks
Game Development
-
Selenium
Scrapy
-
Documentation
-
Tutorials
-
Books
-
Frameworks and Libraries
Robot
🔥 Choose topics that you are interested in or suit your needs.
-
General
PostgreSQL
MySQL
-
Documentation
-
Tutorials
-
Cheat Sheet
Oracle
-
Documentation
-
Tutorials
-
Cheat Sheet
MongoDB
-
Documentation
-
Tutorial
-
Cheat Sheet
Redis
-
Documentation
-
Video
-
Article
-
Cheat Sheet
-
Clean Code
-
SQLAlchemy
-
Documentation
-
Tutorial
Django-ORM
-
Book
- Django ORM cookbook (by Agiliq)
-
Documentation
-
Tutorial
- Django ORM examples (in Django's official GitHub repository)
- Using Django ORM Outside Of Framework
- How to use FastAPI with Django ORM and Admin
Tortoise
-
Documentation
-
Tutorial
Peewee
-
Documentation
-
Tutorial
Pony
-
Documentation
-
Tutorial
-
-
(In Progress)
Caching
-
DRF Test Framework
-
Documentation
-
Video
-
-
Docker
Kubernetes
-
Object-Oriented Programming
-
SOLID
KISS
DRY
Design Patterns
-
RabbitMQ
Apache Kafka
-
Documentation
-
Cheat Sheet
-
-
Apache
-
Documentation
-
Book
-
Cheat Sheet
-
-
Design
- Guidelines and Best Practices
-
(In Progress)
-
(In Progress)
-
(In Progress)
Security
-
Book
- The Web Application Hacker's Handbook
- Application_Security_Program_Handbook - a guide for software engineers
- Designing secure software - a guide for devlopers
- Hacking APIs Breaking Web Application Programming Interfaces
- Web Application Security Exploitation and Countermeasures for Modern Web Applications
- Web Security for Developers: Real Threats, Practical Defense
- Mastering Modern Web Penetration Testing
-
WebSite
Monitoring
-
(In Progress)