diff --git a/README.md b/README.md
index 7fd8fbd..e9bf1f9 100644
--- a/README.md
+++ b/README.md
@@ -20,32 +20,110 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- [Python](#python)
- [Career Path](#career-path)
- [Backend](#backend)
+ - [Django](#django)
+ - [FastAPI](#fastapi)
+ - [Flask](#flask)
+ - [Tornado](#tornado)
+ - [Web2Py](#web2py)
+ - [Sanic](#sanic)
+ - [AIOHTTP](#aiohttp)
+ - [Bottle](#bottle)
+ - [Dash](#dash)
+ - [BlackSheep](#blacksheep)
- [Data Science](#data-science)
+ - [Data Analysis](#data-analysis)
+ - [Numpy](#numpy)
+ - [Scipy](#scipy)
+ - [Pandas](#pandas)
+ - [Data Visualization](#data-visualization)
+ - [Matplotlib](#matplotlib)
+ - [Plotly](#plotly)
- [Machine Learning](#machine-learning)
- [Deep Learning](#deep-learning)
- [Neural Networks](#neural-networks)
- [Image Processing](#image-processing)
- [DevOps](#devops)
- - [Hacking](#hacking)
+ - [CyberSecurity](#cybersecurity)
- [Algorithmic Trading](#algorithmic-trading)
- - [Bot](#bot)
+ - [Automation](#automation)
+ - [Web](#web)
+ - [Selenium](#selenium)
+ - [PlayWright](#playwright)
+ - [Scrapy](#scrapy)
+ - [WebBot](#webbot)
+ - [Browser](#mozbase)
+ - [Telegram](#telegram)
+ - [Telethon](#telethon)
+ - [Pygram](#pygram)
+ - [Pyrogram](#pyrogram)
+ - [Python Telegram Bot](#python-telegram-bot)
+ - [AIOGram](#aiogram)
+ - [PyTelegramBotApi](#pytelegrambotapi)
+ - [TeleBot](#telebot)
+ - [Discord](#discord)
+ - [DiscordPy](#discordpy)
+ - [Instagram](#instagram)
+ - [Instagram-Scraper](#instagram-scraper)
+ - [InstaPy](#instapy)
+ - [InstaLoader](#instaLoader)
+ - [Linkedin](#linkedin)
+ - [Linkedin Job Finder](#linkedin-scraper)
+ - [Robot](#robot)
+
+ - [Game Development](#game)
- [Advanced Topics](#advanced-topics)
- [Databases](#databases)
+ - [General](#general)
+ - [SQLite](#sqlite)
+ - [PostgreSQL](#postgresql)
+ - [MySQL](#mysql)
+ - [Oracle](#oracle)
+ - [MongoDB](#mongodb)
+ - [Redis](#redis)
+ - [MemCached](#memcached)
+ - [Apache Cassandra](#apache-cassandra)
- [ORM](#orm)
+ - [SQLAlchemy](#sqlalchemy)
+ - [Django ORM](#django-orm)
+ - [Tortoise](#tortoise)
+ - [Peewee](#peewee)
+ - [Pony ORM](#pony)
- [Clean Code](#clean-code)
- [Clean Architecture](#clean-architecture)
- [Caching](#caching)
- [Testing](#testing)
+ - [Python `unittest` Package](#python-unittest-package)
+ - [`PyTest` Testing Package](#pytest-testing-package)
+ - [DRF Test Framework](#drf-test-framework)
- [Container Platforms](#container-platforms)
+ - [Docker](#docker)
+ - [Kubernetes](#kubernetes)
- [Programming Paradigms](#programming-paradigms)
+ - [Object-Oriented Programming](#object-oriented-programming)
+ - [Functional Programming](#functional-programming)
- [Architectural Patterns](#architectural-patterns)
+ - [Microservice](#microservice)
+ - [Enterprise Applications](#enterprise-applications)
- [Design Principles](#design-principles)
+ - [SOLID](#solid)
+ - [KISS](#kiss)
+ - [DRY](#dry)
- [Design Patterns](#design-patterns)
- [Message Brokers](#message-brokers)
+ - [RabbitMQ](#rabbitmq)
+ - [Apache Kafka](#apache-kafka)
- [WSGI Servers](#wsgi-servers)
+ - [Gunicorn](#gunicorn)
+ - [uWSGI](#uwsgi)
- [ASGI Servers](#asgi-servers)
+ - [Uvicorn](#uvicorn)
+ - [Starlette](#starlette)
- [Web Servers](#web-servers)
+ - [Nginx](#nginx)
+ - [Apache](#apache)
- [API](#api)
+ - [Design](#design)
+ - [Security](#security)
- [Availability and Reliability](#availability-and-reliability)
- [Distributed Systems](#distributed-systems)
- [Reactive Systems](#reactive-systems)
@@ -57,9 +135,10 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- [IoT](#iot)
- [Where to Go Next?](#where-to-go-next)
-## Prerequisites
-- ### Algorithms and Data Structures
+## Prerequisites
+
+ Algorithms and Data Structures
- **Book**
- ✅ [Grokking Algorithms by Aditya Bhargava](https://www.amazon.com/Grokking-Algorithms-illustrated-programmers-curious/dp/1617292230)
@@ -85,9 +164,12 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Cheat Sheet**
- [Data Structures Cheat Sheet](https://intellipaat.com/mediaFiles/2019/02/Python-Data-structures-cheat-sheet.pdf)
+
+
+
+
+ System Design
-- ### System Design
-
- **Book**
- ✅ [System Design Interview by Alex Xu](https://www.amazon.com/System-Design-Interview-insiders-Second/dp/B08CMF2CQF)
- [System Design Interview: Volume 2 by Alex Xu & Sahn Lam](https://www.amazon.com/System-Design-Interview-Insiders-Guide/dp/1736049119)
@@ -96,8 +178,10 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- [Educative - Grokking the System Design Interview](https://www.educative.io/courses/grokking-the-system-design-interview)
- [NeetCode - System Design for Beginners](https://neetcode.io/courses/system-design-for-beginners/0)
- [NeetCode - System Design Interview](https://neetcode.io/courses/system-design-interview/0)
+
-- ### Git
+
+ Git
- **Documentation**
- [Git Documentation](https://git-scm.com/docs)
@@ -120,8 +204,10 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Cheat Sheet**
- [Git cheat sheet](https://wac-cdn.atlassian.com/dam/jcr:e7e22f25-bba2-4ef1-a197-53f46b6df4a5/SWTM-2088_Atlassian-Git-Cheatsheet.pdf?cdnVersion=353)
+
-- ### Operating System
+
+ Operating System
- **Book**
- ✅ [LPIC-1: Linux Professional Institute Certification Study Guide: Exams 101 and 102 by Roderick W. Smith](https://www.amazon.com/LPIC-1-Linux-Professional-Institute-Certification/dp/1118495632)
@@ -138,11 +224,13 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Cheat Sheet**
- [Linux commands cheat sheet](https://www.guru99.com/linux-commands-cheat-sheet.html)
+
+
-- ### Virtual Environment
+
+ Virtual Environment
- **VENV**
-
- **Documentation**
- [VENV Documentation](https://docs.python.org/3/library/venv.html)
@@ -161,8 +249,11 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Python-Poetry**
- **Documentation**
- [Python-Poetry Documentation](https://python-poetry.org/docs/)
+
-- ### Python
+
+
+ Python
- **Documentation**
- [Python Documentation](https://docs.python.org/3/)
@@ -229,12 +320,17 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Cheat Sheet**
- [Python cheat sheet](https://perso.limsi.fr/pointal/_media/python:cours:mementopython3-english.pdf)
-
+
+
+
## Career Path
- ### Backend
+ - [List Of All Python Backend Web Frameworks](https://wiki.python.org/moin/WebFrameworks)
+
+
+ Django
- - #### Django
- **Documentation**
- [Django Documentation](https://www.djangoproject.com/)
- [Django Tutorial - w3schools](https://www.w3schools.com/django/)
@@ -270,8 +366,12 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- [Django Models Cheat Sheet](https://cheatography.com/lewiseason/cheat-sheets/django-models/)
- [Django Class Based Views Cheat Sheet](https://cheatography.com/papousekp/cheat-sheets/django-class-based-views/)
- [Django Class Based Views Cheat Sheet 2](https://ccbv.co.uk/)
+
+
+
- - #### FastAPI
+
+ Fast API
- **Video**
- [Python API Development - Comprehensive Course for Beginners by Sanjeev Thiyagarajan](https://www.youtube.com/watch?v=0sOvCWFmrtA)
@@ -289,9 +389,12 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Community**
- [FastApi Discord group](https://discord.gg/VQjSZaeJmf)
- [FastApi Gitter](https://gitter.im/tiangolo/fastapi)
+
- - #### Flask
-
+
+
+ Flask
+
- **Book**
- [Flask Web Development: Developing Web Applications with Python](https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world)
- [Flask Framework Cookbook](https://www.amazon.de/Flask-Framework-Cookbook-techniques-development/dp/1789951291/)
@@ -306,8 +409,11 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Cheat Sheet**
- [Flask Cheat Sheet and Quick Reference](https://s3.us-east-2.amazonaws.com/prettyprinted/flask_cheatsheet.pdf)
-
- - #### Tornado
+
+
+
+
+ Tornado
- **Book**
- [Introduction to Tornado by Michael Dory](https://www.amazon.com/Introduction-Tornado-Michael-Dory-2012-03-31/dp/B01FEK31OM)
@@ -319,8 +425,11 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Documentation**
- [Tornado Document](https://www.tornadoweb.org/en/stable/)
+
+
- - #### Web2Py
+
+ Web2Py
- **Documentation**
- [Web2Py Document](https://web2py.readthedocs.io/en/latest/)
@@ -328,8 +437,11 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Book**
- [Complete Reference Manual by Massimo Di Pierro](http://www.web2py.com/book)
- [Killer Web Development by Marco Laspe](http://killer-web-development.com/)
-
- - #### Sanic
+
+
+
+
+ Sanic
- **Documentation**
- [Sanic Document](https://sanic.readthedocs.io/en/stable/index.html)
@@ -340,18 +452,27 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Video**
- [Async Web Apps with Sanic by Dougal Matthews](https://www.youtube.com/watch?v=wb0lk4e9DEg)
+
+
- - #### AIOHTTP
+
+ AIOHTTP
- **Documentation**
- [AIOHTTP Document](https://docs.aiohttp.org/en/stable/)
+
- - #### Bottle
+
+
+ Bottle
- **Documentation**
- [Bottle Document](https://bottlepy.org/docs/dev/)
+
+
- - #### Dash
+
+ Dash
- **Documentation**
- [Dash-Python Document](https://dash.plotly.com/introduction)
@@ -361,174 +482,350 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Template**
- [Dash Clean Architecture Template](https://github.com/CzakoZoltan08/dash-clean-architecture-template)
-
- - #### BlackSheep
+
+
+
+
+ BlackSheep
- **Documentation**
- [BlackSheep Document](https://neoteroi.dev/blacksheep/)
- - [List Of All Python Backend Web Frameworks](https://wiki.python.org/moin/WebFrameworks)
+
+
- ### Data Science
- - #### Data Analysis
+
+ Data Analysis
- - ##### Numpy
- - **Documentation**
- - [Numpy Document](https://numpy.org/doc/stable/user/index.html)
-
- - ##### Scipy
+
+ Numpy
+
+ - **Documentation**
+ - [Numpy Document](https://numpy.org/doc/stable/user/index.html)
+
+
+
+ Scipy
+
+ - **Documentation**
+ - [Scipy Document](https://docs.scipy.org/doc/scipy/tutorial/index.html)
+
+
+
+ Pandas
+
+
+ - **Documentation**
+ - [Pandas Document](https://pandas.pydata.org/docs/user_guide/index.html)
+
+
+
+
+
+ Data Visualization
+
+
+ Matplotlib
+
+ - **Documentation**
+ - [Matplotlib Document](https://matplotlib.org/stable/users/index.html)
+
+
+
+ Plotly
+
+ - **Documentation**
+ - [Plotly Document](https://plotly.com/python-api-reference/)
+
+
+
+
+
+
+Machine Learning
+
+- **Video**
+ - [Machine Learning Course by Andrew Ng](https://coursera.org/learn/machine-learning)
+
- - **Documentation**
- - [Scipy Document](https://docs.scipy.org/doc/scipy/tutorial/index.html)
-
- - ##### Pandas
- - **Documentation**
- - [Pandas Document](https://pandas.pydata.org/docs/user_guide/index.html)
+
+Deep Learning
- - #### Data Visualization
+- **Video**
+ - [Deep Learning Specialization by Andrew Ng](https://www.coursera.org/specializations/deep-learning)
+ - [AladdinPersson](https://www.youtube.com/c/AladdinPersson)
+
- - ##### Matplotlib
+
+Neural Networks
- - **Documentation**
- - [Matplotlib Document](https://matplotlib.org/stable/users/index.html)
+- **Video**
+ - [Neural Networks and Calculus](https://www.youtube.com/c/3blue1brown)
+
+
+
+Image Processing
+
+
+
+
+
+
+DevOps
+
+- **Community**
+ - [DevOps, SRE, & Infrastructure](https://discord.com/invite/VEEnHkPzY6)
+
+- **CI/CD**
+ - [CI/CD Full Course | Continuous Integration And Continuous](https://www.youtube.com/watch?v=h9K1NnqwUvE)
+ - [GitLab CI CD Tutorial for Beginners](https://www.youtube.com/watch?v=qP8kir2GUgo)
+
+
+
+
+Algorithmic Trading
+
+
+
+
+
+CyberSecurity
- - ##### Plotly
+- **Book**
+ - [Violent Python: A Cookbook for Hackers, Forensic Analysts, Penetration Testers and Security Engineers](https://www.amazon.com/Violent-Python-Cookbook-Penetration-Engineers/dp/1597499579)
+ - [Black Hat Python, 2nd Edition: Python Programming for Hackers and Pentesters](https://www.amazon.com/Black-Hat-Python-2nd-Programming/dp/1718501129)
- - **Documentation**
- - [Plotly Document](https://plotly.com/python-api-reference/)
+- **Tutorials**
+ - [Python for Ethical Hacking: A Complete Course](https://www.udemy.com/course/python-for-ethical-hacking/)
+ - [Python for Cybersecurity](https://www.udemy.com/course/python-for-cybersecurity/)
+ - [Python Penetration Testing Essentials](https://www.packtpub.com/product/python-penetration-testing-essentials/9781784398583)
+ - [Zero to Hero: A Practical Network Penetration Testing Course Using Python](https://www.youtube.com/playlist?list=PLLKT__MCUeiwBa7d7F_vN1GUwz_2TmVQj)
-- ### Machine Learning
- - **Video**
- - [Machine Learning Course by Andrew Ng](https://coursera.org/learn/machine-learning)
+- **Tools and Frameworks**
+ - [Scapy](https://scapy.net/)
+ - [OWASP ZAP](https://www.zaproxy.org/)
-- ### Deep Learning
- - **Video**
- - [Deep Learning Specialization by Andrew Ng](https://www.coursera.org/specializations/deep-learning)
- - [AladdinPersson](https://www.youtube.com/c/AladdinPersson)
+
-- ### Neural Networks
- - **Video**
- - [Neural Networks and Calculus](https://www.youtube.com/c/3blue1brown)
-- ### Image Processing
+
+Game Development
-- ### DevOps
+- **Library**
+ - [Pygame](https://www.pygame.org/news)
- - **Community**
- - [DevOps, SRE, & Infrastructure](https://discord.com/invite/VEEnHkPzY6)
+- **Tutorial**
+ - [Pygame Tutorial for Beginners - Python Game Development Course](https://www.youtube.com/watch?v=FfWpgLFMI7w)
- - **CI/CD**
- - [CI/CD Full Course | Continuous Integration And Continuous](https://www.youtube.com/watch?v=h9K1NnqwUvE)
- - [GitLab CI CD Tutorial for Beginners](https://www.youtube.com/watch?v=qP8kir2GUgo)
+- **Book**
+ - [Python Game Programming by Example](https://www.amazon.com/Python-Programming-Example-Alejandro-Rodas/dp/1785281534)
+
+
-- ### Hacking
- - **Book**
- - [Black Hat Python, 2nd Edition: Python Programming for Hackers and Pentesters](https://www.amazon.com/Black-Hat-Python-2nd-Programming/dp/1718501129)
-- ### Algorithmic Trading
+- ### Automation
-- ### Bot
- #### Web
- - #### Selenium
- - [Selenium (Main Home)](https://github.com/SeleniumHQ/selenium)
- - [CDP Documentation](https://chromedevtools.github.io/devtools-protocol/)
- - [Source](https://github.com/SeleniumHQ/selenium/tree/trunk/py)
- - [Documentation](https://www.selenium.dev/selenium/docs/api/py/)
- - [Helium](https://github.com/mherrmann/selenium-python-helium)
- - [Base](https://github.com/seleniumbase/SeleniumBase)
- - [InstaPy](https://github.com/InstaPy/InstaPy)
- - [AutoCrawler](https://github.com/YoongiKim/AutoCrawler)
- - [Wire](https://github.com/wkeeling/selenium-wire)
- - [Cucucumber](https://github.com/executeautomation/SeleniumWithCucucumber)
- - [Requestium](https://github.com/tryolabs/requestium)
- - [Undetected](https://github.com/ultrafunkamsterdam/undetected-chromedriver)
-
- - #### PlayWright
- - [Source](https://github.com/microsoft/playwright-python)
- - [Documentation](https://playwright.dev/python/docs/intro)
-
-
+
+ Selenium
+
+ - [Selenium (Main Home)](https://github.com/SeleniumHQ/selenium)
+ - [CDP Documentation](https://chromedevtools.github.io/devtools-protocol/)
+ - [Source](https://github.com/SeleniumHQ/selenium/tree/trunk/py)
+ - [Documentation](https://www.selenium.dev/selenium/docs/api/py/)
+ - [Helium](https://github.com/mherrmann/selenium-python-helium)
+ - [Base](https://github.com/seleniumbase/SeleniumBase)
+ - [InstaPy](https://github.com/InstaPy/InstaPy)
+ - [AutoCrawler](https://github.com/YoongiKim/AutoCrawler)
+ - [Wire](https://github.com/wkeeling/selenium-wire)
+ - [Cucucumber](https://github.com/executeautomation/SeleniumWithCucucumber)
+ - [Requestium](https://github.com/tryolabs/requestium)
+ - [Undetected](https://github.com/ultrafunkamsterdam/undetected-chromedriver)
+
+
+
+
+ PlayWright
+
+ - [Source](https://github.com/microsoft/playwright-python)
+ - [Documentation](https://playwright.dev/python/docs/intro)
+
+
+
+ Scrapy
+
+ - **Documentation**
+ - [Scrapy Documentation](https://docs.scrapy.org/en/latest/)
+
+ - **Tutorials**
+ - [Scrapy Tutorial for Beginners](https://www.datacamp.com/community/tutorials/making-web-crawlers-scrapy-python)
+ - [Advanced Web Scraping with Python using Scrapy & Splash](https://www.udemy.com/course/advanced-web-scraping-with-python-using-scrapy-splash/)
+
+ - **Books**
+ - [Learning Scrapy: Learn the art of efficienct web scraping and crawling with Python](https://www.amazon.com/Learning-Scrapy-Dimitrios-Kouzis-Loukas/dp/1784399787)
+ - [Web Scraping with Python: Collecting More Data from the Modern Web](https://www.amazon.com/Web-Scraping-Python-Collecting-Modern/dp/1491985577)
+
+ - **Frameworks and Libraries**
+ - [ScrapyRT: Real-time web scraping for Scrapy](https://github.com/scrapy/scrapyrt)
+ - [Splash: A Javascript rendering service for Scrapy](https://splash.readthedocs.io/en/stable/)
+ - [Portia: A visual scraping tool for Scrapy](https://github.com/scrapinghub/portia)
+
+
+
+
+ Browser
+
+ - [Source](https://wiki.mozilla.org/Auto-tools/Projects/Mozbase)
+ - [Documentation](https://firefox-source-docs.mozilla.org/mozbase/index.html)
+
+
+
+ WebBot
+
+ - [Source](https://github.com/nateshmbhat/webbot)
+
+
- - #### Browser
- - [Source](https://wiki.mozilla.org/Auto-tools/Projects/Mozbase)
- - [Documentation](https://firefox-source-docs.mozilla.org/mozbase/index.html)
-
-
- - #### WebBot
- - [Source](https://github.com/nateshmbhat/webbot)
-
-
- #### Telegram
- - #### Telethon
- - [Source](https://github.com/LonamiWebs/Telethon)
- - [Documentation](https://docs.telethon.dev/)
-
- - #### Pygram
- - [Source](https://github.com/pygram/pygram)
- - [Documentation](https://pygram.readthedocs.io/en/latest/)
- - #### Pyrogram
- - [Source](https://github.com/pyrogram/pyrogram)
- - [Documentation](https://docs.pyrogram.org/)
-
- - #### Python Telegram Bot
- - [Source](https://github.com/python-telegram-bot/python-telegram-bot)
- - [Documentation](https://python-telegram-bot.readthedocs.io/)
-
- - #### AIOGram
- - [Source](https://github.com/aiogram/aiogram)
- - [Documentation](https://docs.aiogram.dev/)
-
- - #### PyTelegramBotApi
- - [Source](https://github.com/eternnoir/pyTelegramBotAPI)
- - [Documentation](https://pytba.readthedocs.io/)
-
- - #### TeleBot
- - [Source](https://github.com/KyleJamesWalker/telebot)
+
+
+
+ Telethon
+
+ - [Source](https://github.com/LonamiWebs/Telethon)
+ - [Documentation](https://docs.telethon.dev/)
+
+
+
+
+ Pygram
+
+ - [Source](https://github.com/pygram/pygram)
+ - [Documentation](https://pygram.readthedocs.io/en/latest/)
+
+
+
+ Pyrogram
+
+ - [Source](https://github.com/pyrogram/pyrogram)
+ - [Documentation](https://docs.pyrogram.org/)
+
+
+
+ Python Telegram Bot
+ - [Source](https://github.com/python-telegram-bot/python-telegram-bot)
+ - [Documentation](https://python-telegram-bot.readthedocs.io/)
+
+
+
+ AIOGram
+
+ - [Source](https://github.com/aiogram/aiogram)
+ - [Documentation](https://docs.aiogram.dev/)
+
+
+
+ PyTelegramBotApi
+
+ - [Source](https://github.com/eternnoir/pyTelegramBotAPI)
+ - [Documentation](https://pytba.readthedocs.io/)
+
+
+
+ TeleBot
+
+ - [Source](https://github.com/KyleJamesWalker/telebot)
+
+
+
- #### Discord
- - #### DiscordPy
- - [Source](https://github.com/Rapptz/discord.py)
- - [Documentation](https://discordpy.readthedocs.io)
+
+ DiscordPy
+
+ - [Source](https://github.com/Rapptz/discord.py)
+ - [Documentation](https://discordpy.readthedocs.io)
+
+
- #### Instagram
- - #### Instagram-Scraper
- - [Source](https://github.com/realsirjoe/instagram-scraper)
- - #### InstaPy
- - [Source](https://github.com/InstaPy/InstaPy)
- - ### Instaloader
- - [Source](https://github.com/instaloader/instaloader)
+
+ Instagram-Scraper
+
+ - [Source](https://github.com/realsirjoe/instagram-scraper)
+
+
+
+ InstaPy
+
+ - [Source](https://github.com/InstaPy/InstaPy)
+
+
+
+ Instaloader
+
+ - [Source](https://github.com/instaloader/instaloader)
+
+
+
+ Robot
+
+ - [Robot Framework Official Website](https://robotframework.org/)
+ - [Robot Framework Official Repository](https://github.com/robotframework/robotframework)
+
+ - **Tutorials**
+ - [Robot Framework Test Automation - Level 2](https://www.udemy.com/course/robot-framework-2/)
+
+
+
+ - #### Linkedin
+
+ Linkedin Job Finder
+
+ - [Source](https://github.com/ManiMozaffar/linkedIn-scraper)
+
+
## Advanced Topics
⚠️ The following topics don't have any order or priority of learning.\
🔥 Choose topics that you are **interested in** or **suit your needs**.
+
- ### Databases
- - #### General
-
+
+ General
+
- **Book**
- ✅ [Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems](https://www.amazon.com/Designing-Data-Intensive-Applications-Reliable-Maintainable/dp/1449373321)
- [Seven Databases in Seven Weeks: A Guide to Modern Databases and the NoSQL Movement](https://www.amazon.com/Seven-Databases-Weeks-Modern-Movement/dp/1680502530/)
+
+
+
+
+ SQLite
- - #### SQLite
-
- **Documentation**
- [SQLite Documentation](https://www.sqlite.org/docs.html)
- **Tutorials**
- [SQLite Tutorial](https://www.sqlitetutorial.net/)
+
+
- - #### PostgreSQL
+
+ PostgreSQL
- **Documentation**
- [PostgreSQL Documentation](https://www.postgresql.org/docs/)
@@ -546,9 +843,12 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Video**
- [SQL and PostgreSQL: The Complete Developer's Guide](https://www.udemy.com/course/sql-and-postgresql/)
+
+
+
+
+ MySQL
- - #### MySQL
-
- **Documentation**
- [MySQL Documentation](https://dev.mysql.com/doc/)
@@ -557,8 +857,11 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Cheat Sheet**
- [MySQL Cheat Sheet by GoalKicker](https://books.goalkicker.com/MySQLBook/MySQLNotesForProfessionals.pdf)
+
+
- - #### Oracle
+
+ Oracle
- **Documentation**
- [Oracle Documentation](https://docs.oracle.com/en/database/index.html)
@@ -568,8 +871,10 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Cheat Sheet**
- [Oracle Cheat Sheet by GoalKicker](https://books.goalkicker.com/OracleDatabaseBook/OracleDatabaseNotesForProfessionals.pdf)
+
- - #### MongoDB
+
+ MongoDB
- **Documentation**
- [MongoDB Documentation](https://www.mongodb.com/docs/)
@@ -579,9 +884,11 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Cheat Sheet**
- [MongoDB Cheat Sheet by GoalKicker](https://books.goalkicker.com/MongoDBBook/MongoDBNotesForProfessionals.pdf)
+
- - #### Redis
-
+
+ Redis
+
- **Documentation**
- [Redis Documentation](https://redis.io/docs/)
@@ -595,18 +902,25 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Cheat Sheet**
- [Redis Cheat Sheet 1](https://cheatography.com/tasjaevan/cheat-sheets/redis/)
- [Redis Cheat Sheet 2](https://masonoise.files.wordpress.com/2010/03/redis-cheatsheet-v1.pdf)
+
- - #### MemCached
+
+ MemCached
- **Documentation**
- [MemCached Wiki](https://github.com/memcached/memcached/wiki)
+
- - #### Apache Cassandra
+
+ Apache Cassandra
- **Documentation**
- [Apache Cassandra Documentation](https://cassandra.apache.org/_/index.html)
+
+
-- ### Clean Code
+
+Clean Code
- **Book**
- ✅ [Clean Code: A Handbook of Agile Software Craftsmanship](https://www.amazon.com/gp/product/0132350882)
@@ -614,10 +928,13 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- [Code Complete: A Practical Handbook of Software Construction, Second Edition by Steve Mcconnell](https://www.amazon.com/Code-Complete-Practical-Handbook-Construction/dp/0735619670)
- [Clean Python: Elegant Coding in Python by Sunil Kapil](https://www.amazon.com/Clean-Python-Elegant-Coding/dp/1484248775)
+
+
- ### ORM
- - ### SQLAlchemy
+
+ SQLAlchemy
- **Documentation**
- [SQLAlchemy documentation](https://docs.sqlalchemy.org/en/14/)
@@ -626,8 +943,10 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- [SQLAlchemy tutorials](https://www.sqlalchemy.org/library.html#tutorials)
- [SQLAlchemy ORM tutorial](https://auth0.com/blog/sqlalchemy-orm-tutorial-for-python-developers/)
+
- - ### Django-ORM
+
+ Django-ORM
- **Book**
- [Django ORM cookbook](https://books.agiliq.com/projects/django-orm-cookbook/en/latest/) (by Agiliq)
@@ -639,16 +958,20 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- [Django ORM examples](https://github.com/django/django/tree/main/tests/queries) (in Django's official GitHub repository)
- [Using Django ORM Outside Of Framework](https://abdus.dev/posts/django-orm-standalone/)
- [How to use FastAPI with Django ORM and Admin](https://nsikakimoh.com/blog/fastapi-and-django-orm)
+
- - ### Tortoise
+
+ Tortoise
- **Documentation**
- [Tortoise ORM documentation](https://tortoise-orm.readthedocs.io/en/latest/)
- **Tutorial**
- [Tortoise ORM tutorial](https://tortoise-orm.readthedocs.io/en/latest/examples.html)
+
- - ### Peewee
+
+ Peewee
- **Documentation**
- [Peewee documentation](http://docs.peewee-orm.com/en/latest/index.html)
@@ -656,8 +979,10 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Tutorial**
- [Peewee tutorial](http://docs.peewee-orm.com/en/latest/peewee/quickstart.html)
- [Peewee ORM examples](https://github.com/coleifer/peewee/tree/master/examples)
+
- - ### Pony
+
+ Pony
- **Documentation**
- [Pony ORM documentation](https://docs.ponyorm.org/)
@@ -666,6 +991,7 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- [Pony ORM tutorial](https://docs.ponyorm.org/tutorials/first-steps.html)
- [Pony ORM examples](https://github.com/ponyorm/pony/tree/master/examples)
+
@@ -673,39 +999,56 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
(In Progress)
-- ### Caching
+
+
+
+Caching
- **Article**
- [Caching in django with redis by Real Python](https://realpython.com/caching-in-django-with-redis/)
- **Video**
- [Redis Course - In-Memory Database Tutorial](https://www.youtube.com/watch?v=XCsS_NVAa1g)
+
+
+
- ### Testing
- - #### Python `unittest` package
+
+ Python `unittest` package
- **Documentation**
- [Testing in Python](https://docs.python.org/3/library/unittest.html)
- [Getting Started With Testing in Python](https://realpython.com/python-testing/)
-
- - #### `PyTest` Testing Package
+
+
+
+
+ `PyTest` Testing Package
- **Documentation**
- [Official PyTest Documentation](https://docs.pytest.org/en/stable/index.html)
+
+
- - #### DRF Test Framework
+
+ DRF Test Framework
- **Documentation**
- [Testing - Django REST framework](https://www.django-rest-framework.org/api-guide/testing/)
- **Video**
- [Pytest Django and Django Rest Framework](https://www.youtube.com/watch?v=KIIdbVs7e8I&list=PLP1DxoSC17LZTTzgfq0Dimkm6eWJQC9ki)
+
+
+
- ### Container Platforms
- - #### Docker
-
+
+ Docker
+
- **Documentation**
- [Docker Documentation](https://docs.docker.com/)
@@ -720,9 +1063,12 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Cheat Sheet**
- [Docker Cheat Sheet](https://www.docker.com/wp-content/uploads/2022/03/docker-cheat-sheet.pdf)
+
+
+
+
+ Kubernetes
- - #### Kubernetes
-
- **Documentation**
- [Kubernetes Documentation](https://kubernetes.io/docs/home/)
@@ -735,57 +1081,84 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Community**
- [Kubernetes Discord group](https://discord.gg/k8s-at-home)
+
+
+
- ### Programming Paradigms
- - #### Object-Oriented Programming
- - **Tutorial**
- - [Python Classes and Objects by W3Schools (Beginners)](https://www.w3schools.com/python/python_classes.asp)
- - [Python Object Oriented Programming by programiz.com (Beginners)](https://www.programiz.com/python-programming/object-oriented-programming)
+
+ Object-Oriented Programming
- - **Article**
- - [Python OOPs Concepts 3 by GeeksForGeeks (Beginners)](https://www.geeksforgeeks.org/python-oops-concepts/)
- - [Object-Oriented Programming (OOP) in Python 3 by David Amos (Intermediate)](https://realpython.com/python3-object-oriented-programming/#:~:text=Programming%20with%20Python.-,What%20Is%20Object%2DOriented%20Programming%20in%20Python%3F,are%20bundled%20into%20individual%20objects.)
+ - **Tutorial**
+ - [Python Classes and Objects by W3Schools (Beginners)](https://www.w3schools.com/python/python_classes.asp)
+ - [Python Object Oriented Programming by programiz.com (Beginners)](https://www.programiz.com/python-programming/object-oriented-programming)
- - **Book**
- - [Python Object-Oriented Programming](https://www.amazon.com/Python-Object-Oriented-Programming-maintainable-object-oriented/dp/1789615852/ref=pd_sbs_sccl_2_2/138-1551814-9810765?pd_rd_w=jzyei&pf_rd_p=3676f086-9496-4fd7-8490-77cf7f43f846&pf_rd_r=MFK3P1Y675XM2K837YAX&pd_rd_r=392af586-64f4-4790-83f3-4b2ba1954b3d&pd_rd_wg=0Wk4G&pd_rd_i=1789615852&psc=1)
-
+ - **Article**
+ - [Python OOPs Concepts 3 by GeeksForGeeks (Beginners)](https://www.geeksforgeeks.org/python-oops-concepts/)
+ - [Object-Oriented Programming (OOP) in Python 3 by David Amos (Intermediate)](https://realpython.com/python3-object-oriented-programming/#:~:text=Programming%20with%20Python.-,What%20Is%20Object%2DOriented%20Programming%20in%20Python%3F,are%20bundled%20into%20individual%20objects.)
+
+ - **Book**
+ - [Python Object-Oriented Programming](https://www.amazon.com/Python-Object-Oriented-Programming-maintainable-object-oriented/dp/1789615852/ref=pd_sbs_sccl_2_2/138-1551814-9810765?pd_rd_w=jzyei&pf_rd_p=3676f086-9496-4fd7-8490-77cf7f43f846&pf_rd_r=MFK3P1Y675XM2K837YAX&pd_rd_r=392af586-64f4-4790-83f3-4b2ba1954b3d&pd_rd_wg=0Wk4G&pd_rd_i=1789615852&psc=1)
+
+
- - #### Functional Programming
+
+ Functional Programming
+
- **Article**
- [Functional Programming in Python](https://realpython.com/python-functional-programming/)
+
+
+
- ### Architectural Patterns
- - #### Microservice
+
+ Microservice
- **Book**
- [Microservice Architecture](https://www.oreilly.com/library/view/microservice-architecture/9781491956328)
- [Building Microservices, 2nd Edition](https://www.oreilly.com/library/view/building-microservices-2nd/9781492034018/)
+
- - #### Enterprise Applications
+
+ Enterprise Applications
- **Book**
- [Patterns of Enterprise Application Architecture](https://www.amazon.de/Patterns-Enterprise-Application-Architecture-Martin/dp/0321127420)
- [Enterprise Integration Patterns: Designing, Building, and Deploying Messaging Solutions](https://www.amazon.de/-/en/Gregor-Hohpe/dp/0321200683/)
+
+
+
- ### Design Principles
- - #### SOLID
+
+
+ SOLID
- **Article**
- [SOLID Principles In Python by Philip Norton](https://www.hashbangcode.com/article/solid-principles-python)
- [Uncle Bob's SOLID principles made easy 🍀 - in Python!](https://www.youtube.com/watch?v=pTB30aXS77U)
+
+
+
+ KISS
+
+
- - #### KISS
+
+ DRY
- - #### DRY
+
-- ### Design Patterns
+
+Design Patterns
- **Book**
- [Head First Design Patterns: Building Extensible and Maintainable Object-Oriented Software](https://www.amazon.com/Head-First-Design-Patterns-Object-Oriented/dp/149207800X)
@@ -795,11 +1168,16 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Video**
- [Design Patterns Course by Mosh Hamedani](https://codewithmosh.com/p/design-patterns)
- [Become a better software developer](https://www.youtube.com/c/ArjanCodes)
+
+
-- ### Message Brokers
- - #### RabbitMQ
+- ### Message Brokers
+
+
+ RabbitMQ
+
- **Documentation**
- [RabbitMQ Documentation](https://www.rabbitmq.com/documentation.html)
@@ -814,43 +1192,64 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Cheat Sheet**
- [RabbitMQ Cheat Sheet 1](https://cheatography.com/francisuk/cheat-sheets/rabbitmq/pdf/)
- [RabbitMQ Cheat Sheet 2](https://lzone.de/cheat-sheet/RabbitMQ)
+
- - #### Apache Kafka
-
+
+ Apache Kafka
+
- **Documentation**
- [Apache Kafka Documentation](https://kafka.apache.org/documentation/)
- **Cheat Sheet**
- [Apache Kafka Cheat Sheet 1](https://gist.github.com/sahilsk/d2a6ec384f5f2333e3fef40a581a97e1)
- [Apache Kafka Cheat Sheet 2](https://medium.com/@TimvanBaarsen/apache-kafka-cli-commands-cheat-sheet-a6f06eac01b)
+
+
+
+
- ### WSGI Servers
- - #### Gunicorn
-
+
+ Gunicorn
+
- **Documentation**
- [Gunicorn Documentation](https://docs.gunicorn.org/en/stable/)
+
- - #### uWSGI
-
+
+ uWSGI
+
- **Documentation**
- [uWSGI Documentation](https://uwsgi-docs.readthedocs.io/en/latest/)
+
+
+
- ### ASGI Servers
+
- - #### Uvicorn
-
+
+ Uvicorn
+
- **Documentation**
- [Uvicorn Documentation](https://www.uvicorn.org/)
+
+
+
+ Starlette
- - #### Starlette
-
- **Documentation**
- [Starlette Documentation](https://www.starlette.io/)
+
+
+
- ### Web Servers
+
- - #### Nginx
+
+ Nginx
- **Documentation**
- [NGINX Documentation](http://nginx.org/en/docs/)
@@ -860,9 +1259,11 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Cheat Sheet**
- [NGINX CHEAT SHEET](https://kiza.dev/notes/nginx-cheat-sheet)
+
- - #### Apache
-
+
+ Apache
+
- **Documentation**
- [Apache Documentation](https://httpd.apache.org/docs/)
@@ -871,38 +1272,56 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- **Cheat Sheet**
- [Apache Cheat Sheet](http://www.cheat-sheets.org/saved-copy/apache-refcard-a4.pdf)
+
+
+
- ### API
- - #### Design
+
+
+ Design
- **Guidelines and Best Practices**
- [Zalando RESTful API and Event Guidelines](https://opensource.zalando.com/restful-api-guidelines/)
- [Microsoft REST API Guidelines](https://github.com/microsoft/api-guidelines)
+
- - #### Security
-
+
+ Security
+
- **Checklist**
- [API Security Checklist](https://github.com/bobycloud/API-Security-Checklist/blob/master/README-en.md)
+
+
+
- ### Availability and Reliability
(In Progress)
-
+
+
- ### Distributed Systems
(In Progress)
-
+
+
- ### Reactive Systems
(In Progress)
-- ### Refactoring
+
+Refactoring
+
- **Video**
- [Dive Into REFACTORING](https://refactoring.guru/refactoring/course)
+
-- ### Security
+
+
+
+Security
- **Book**
- [The Web Application Hacker's Handbook](https://www.amazon.com/Web-Application-Hackers-Handbook-Exploiting/dp/1118026470)
@@ -917,27 +1336,43 @@ Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You
- [OWASP Top 10](https://owasp.org/www-project-top-ten/)
- [OWASP Top 10 for Web with live training](https://application.security/free/owasp-top-10)
- [SANS SWAT Checklist](https://www.sans.org/cloud-security/securing-web-application-technologies/)
+
+
+
+
+
+Monitoring
-- ### Monitoring
-
- **Article**
- - [log vs metric vs trace](https://microsoft.github.io/code-with-engineering-playbook/observability/log-vs-metric-vs-trace/)
- - [things to know about observability mechanisms](https://medium.com/@surfd1001/things-to-know-about-observability-mechanisms-a52876e421c7)
- - [The 3 pillars of observability: Logs, metrics and traces](https://www.techtarget.com/searchitoperations/tip/The-3-pillars-of-observability-Logs-metrics-and-traces)
- - [ Logging vs Tracing: Why Logs Aren’t Enough to Debug Your Microservices ](https://dev.to/aspecto/logging-vs-tracing-why-logs-aren-t-enough-to-debug-your-microservices-4jgi)
+ - [log vs metric vs trace](https://microsoft.github.io/code-with-engineering-playbook/observability/log-vs-metric-vs-trace/)
+ - [things to know about observability mechanisms](https://medium.com/@surfd1001/things-to-know-about-observability-mechanisms-a52876e421c7)
+ - [The 3 pillars of observability: Logs, metrics and traces](https://www.techtarget.com/searchitoperations/tip/The-3-pillars-of-observability-Logs-metrics-and-traces)
+ - [ Logging vs Tracing: Why Logs Aren’t Enough to Debug Your Microservices ](https://dev.to/aspecto/logging-vs-tracing-why-logs-aren-t-enough-to-debug-your-microservices-4jgi)
-- ### Soft Skill
+
+
+
+
+
+Soft Skill
- **Book**
- [The Clean Coder: A Code of Conduct for Professional Programmers](https://www.amazon.com/Clean-Coder-Conduct-Professional-Programmers/dp/0137081073)
+
+
+
- ### Public Cloud
(In Progress)
-
+
+
+
- ### IoT
+
+
+ Concept
- - #### Concept
- #### Protocol
- [Practical MQTT with Steve](http://www.steves-internet-guide.com/)