nada3zz/CAT-Back-End-Roadmap

Roadmap for the Backend track (Python - Django)

Back-End Circle Roadmap

(Python - Django) Track

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⭐ Python

• EN Courses

  • Python for Everybody - Full Course with Dr. Chuck
  • CS50 2016 - Week 8 - Python
  • Python OOP Tutorials - Corey Schafer
  • MIT - intro to computer science using python
  • Testing
    • Getting Started With Testing in Python - realpython

• AR Courses

  • Mastering Python - Elzero Web School
  • Master Python from Beginner to Advanced in Arabic - Codezilla
  • Python Beginners Tutorial - محمد الدسوقى

• Books 📚

  • Python Crash Course, 2nd Edition A Hands-On, Project-Based Introduction to Programming by Eric Matthes
  • Learning Python, 5th Edition by Mark Lutz
  • Python Tricks A Buffet of Awesome Python Features by Dan Bader
  • Object-Oriented Analysis, Design and Implementation by Brahma Dathan and Sarnath Ramnath, An Integrated Approach, 2nd Edition

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⭐ Data structures and algorithms

• EN Courses

  • Data Structures and Algorithms - CS Dojo
  • Data Structure and Algorithms || Python - D For Developer
  • Algorithms and Data Structures Tutorial - freeCodeCamp.org
  • Algorithms 1 - Stanford Algorithms
  • Algorithmic Toolbox - Coursera

• AR Courses

  • Algorithms and Data Structures In arabic - Software Tube

• Books 📚

  • Grokking Algorithms An illustrated guide for programmers and other curious people by Aditya Bhargava
  • Introduction to algorithms by Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, Clifford Stein
  • Algorithms, 4th Edition Essential Information about Algorithms and Data Structures by Robert Sedgewick, Kevin Wayne
  • Algorithms Part II, 4th Edition by Robert Sedgewick, Kevin Wayne
  • Algorithms unplugged (springer)

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⭐ Database

• CS50 course

• CMU course

• Database Design Course - freeCodeCamp.org

• Books 📚

  • Database Systems Design, Implementation, Management by Carlos Coronel, Steven Morris
  • DBMS by K. K. Panigrahi
  • Learning PostgreSQL 10 by Salahaldin Juba, Andrey Volkov
  • Database Internals A Deep-Dive into How Distributed Data Systems Work by Alex Petrov

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⭐ Django Framework

• EN Courses

  • Django for Everybody - Dr. Chuck
  • Try Django 3.2 - Coding Entrepreneurs
  • Django (3.0) Crash Course Tutorials - DennisIvy
  • Django Tutorials - CoreySchafer
  • CS50's Web Programming with Python and JavaScript
  • Testing
    • Pytest Mastery with Django - Very Acadmy

• AR Courses

  • Django Tutorial for Beginners [Full Course] - CodingMirror
  • Django Tutorial for Beginners - Abdelrahman Gamal

• Websites

  • A Complete Beginner's Guide to Django
  • MDN : Django Web Framework (Python)
  • Working with Redis in Python with Django
  • Using Celery with Django

• Books 📚

  • Django for Beginners, William S Vincent
  • Django for Professionals , William S Vincent
  • Django 3 By Example Build powerful and reliable Python web applications from scratch, 3rd Edition by Melé, Antonio
  • Two Scoops of Django 3.x by Daniel Audrey Feldroy

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⭐ Django REST framework

• EN courses

  • Learn Django Rest Framework - Very Academy
  • Introduction to Django Rest Framework - Vitor Freitas
  • Build an API with Django - JustDjango
  • Mastering Django and Django Rest Framework Specialization - Coursera
  • Building HTTP APIs With Django REST Framework - realpython

• AR courses

  • Django API Rest Framework - Python Arabia

• Books 📚

  • Django for API, William S Vincent

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⭐ Docker

• Docker Tutorial for Beginners - TechWorld with Nana

• Docker Mastery with Django - Very Academy

• Creating Django App on Docker - Telusko

• Building Containerized Applications on AWS - Coursera

• Books 📚

  • Docker Deep Dive Zero to Docker in a single book by Nigel Poulton
  • Docker A Project-Based Approach to Learning by Cannon, Jason
  • Docker for Developers Develop and run your application with Docker containers using DevOps tools for continuous delivery by Richard Bullington-McGuire, Andrew K. Dennis, Michael Schwartz
  • Learning Docker Optimize the power of Docker to run your applications quickly and easily by Pethuru Raj, Jeeva S. Chelladhurai, Vinod Singh

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⭐ Additional Resources

• Git & GitHub

  • Git & GitHub Tutorial for Beginners - TheNetNinja
  • Introduction to Git and GitHub - Coursera

• Youtube channels

  • Very Academy
  • TechWorld with Nana
  • JustDjango
  • Corey Schafer
  • Coding Entrepreneurs
  • Traversy Media
  • Hussein Nasser Channel

• Websites

  • Django docs
  • Django REST docs
  • Docker docs

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✨ Special thanks to

• Eng. Elsaeed Ahmed
• Eng. Taher Mostafa
• Eng. Mostafa Allam
• Eng. Abdallah Magdy
• Eng. Shrouk Hegazy

For their continuous support and efforts 🤍