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Description: Python Engineer Roadmap. Contribute to nimaps/python-engineer-roadmap development by creating an account on GitHub.

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Grokking Algorithms by Aditya Bhargavahttps://www.amazon.com/Grokking-Algorithms-illustrated-programmers-curious/dp/1617292230
Cracking the Coding Interview by Gayle Laakmann McDowellhttps://www.amazon.com/Cracking-Coding-Interview-Programming-Questions/dp/0984782850
Data Structure and Algorithmic Thinking with Python: Data Structure and Algorithmic Puzzles by Narasimha Karumanchihttps://www.amazon.com/Data-Structure-Algorithmic-Thinking-Python/dp/8192107590
Introduction to Algorithms (CLRS)https://www.amazon.com/Introduction-Algorithms-3rd-MIT-Press/dp/0262033844
Data Structures And Algorithms Course by Mosh Hamedanihttps://codewithmosh.com/p/data-structures-algorithms
LeetCodehttps://leetcode.com/
HackerRankhttps://www.hackerrank.com/
CodeWarshttps://www.codewars.com/
TheAlgorithmshttps://the-algorithms.com/
Codeforceshttps://codeforces.com/
Coding Universityhttps://github.com/jwasham/coding-interview-university
Data Structures Cheat Sheethttps://intellipaat.com/mediaFiles/2019/02/Python-Data-structures-cheat-sheet.pdf
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#system-design
System Design Interview by Alex Xuhttps://www.amazon.com/System-Design-Interview-insiders-Second/dp/B08CMF2CQF
System Design Interview: Volume 2 by Alex Xu & Sahn Lamhttps://www.amazon.com/System-Design-Interview-Insiders-Guide/dp/1736049119
Educative - Grokking the System Design Interviewhttps://www.educative.io/courses/grokking-the-system-design-interview
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#git
Git Documentationhttps://git-scm.com/docs
Git Course by Mosh Hamedanihttps://codewithmosh.com/p/the-ultimate-git-course
Git and GitHub tutorial for beginners by Amigoscodehttps://www.youtube.com/watch?v=3fUbBnN_H2c
Git and GitHub crash course by freeCodeCamphttps://www.youtube.com/watch?v=RGOj5yH7evk
Git For Professionals course by Trevor Millerhttps://egghead.io/courses/practical-git-for-everyday-professional-use
Pro Githttps://git-scm.com/book/en/
Git Notes for Professionalshttps://books.goalkicker.com/GitBook/
Git For Beginners by tutorialspointhttps://www.tutorialspoint.com/git/index.htm
Git For Intermediates and Professionals by W3schoolshttps://www.w3schools.com/git/
Advanced Git Tips by atlassianhttps://www.atlassian.com/git/tutorials/advanced-overview
Learn Git Branchinghttps://learngitbranching.js.org/
Git cheat sheethttps://wac-cdn.atlassian.com/dam/jcr:e7e22f25-bba2-4ef1-a197-53f46b6df4a5/SWTM-2088_Atlassian-Git-Cheatsheet.pdf?cdnVersion=353
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#operating-system
LPIC-1: Linux Professional Institute Certification Study Guide: Exams 101 and 102 by Roderick W. Smithhttps://www.amazon.com/LPIC-1-Linux-Professional-Institute-Certification/dp/1118495632
Lpic-1 Course by Jadihttps://www.youtube.com/watch?v=AKkNUvEHXhk&list=PLFOYXCPEqdNUU55Xvgst8wGTWnz_sd-cj
Linux Journeyhttps://linuxjourney.com/
Discord Linux grouphttps://discord.gg/discord-linux
Linux For Everyone Communityhttps://t.me/linux4everyone
Linux commands cheat sheethttps://www.guru99.com/linux-commands-cheat-sheet.html
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#virtual-environment
VENV Documentationhttps://docs.python.org/3/library/venv.html
VirtualEnvWrapper Documentationhttps://virtualenvwrapper.readthedocs.io/en/latest/
PipEnv Documentationhttps://pipenv.pypa.io/en/latest/
Conda Documentationhttps://docs.conda.io/en/latest/
Python-Poetry Documentationhttps://python-poetry.org/docs/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#python
Python Documentationhttps://docs.python.org/3/
Python Crash Course by Eric Mattheshttps://www.amazon.co.uk/dp/1593276036/
Head First Python by Paul Barryhttps://www.amazon.com/Head-First-Python-Brain-Friendly-Guide/dp/1449382673
Learn Python the Hard Way by Zed Shawhttps://www.amazon.com/Learn-Python-Hard-Way-Introduction/dp/0321884914
Essential Python Toolshttps://books.agiliq.com/projects/essential-python-tools/en/latest/
Python Beginner Tutorial by NeuralNinehttps://www.youtube.com/playlist?list=PL7yh-TELLS1E6dNCzfQl-NG-KJP3C-4mc
Python Programming Tutorials by Tech with Timhttps://www.youtube.com/playlist?list=PLzMcBGfZo4-mFu00qxl0a67RhjjZj3jXm
W3schoolshttps://www.w3schools.com/python/default.asp
Codecademy Python 2https://www.codecademy.com/learn/learn-python
Codecademy Python 3https://www.codecademy.com/learn/learn-python-3
Sololearn Pythonhttps://www.sololearn.com/learning/1073
Python Cookbook by David Beazley & Brian Joneshttps://www.amazon.com/Python-Cookbook-Third-David-Beazley/dp/1449340377
Beyond the Basic Stuff with Python Best Practices for Writing Clean Code by Sweigart, Alhttps://www.amazon.de/-/en/Al-Sweigart/dp/1593279663
Fluent Python by Luciano Ramalho 2nd Editionhttps://www.amazon.com/Fluent-Python-Concise-Effective-Programming/dp/1492056359
Effective Python by Brett Slatkinhttps://www.amazon.com/Effective-Python-Specific-Software-Development/dp/0134853989
Python Concurrency with asynciohttps://www.manning.com/books/python-concurrency-with-asyncio
Python Intermediate Tutorial by NeuralNinehttps://www.youtube.com/playlist?list=PL7yh-TELLS1F3KytMVZRFO-xIo_S2_Jg1
Intermediate Python Tutorials by Tech with Timhttps://www.youtube.com/playlist?list=PLzMcBGfZo4-nhWva-6OVh1yKWHBs4o_tv
GeeksForGeekshttps://www.geeksforgeeks.org/python-programming-language
Programizhttps://www.programiz.com/python-programming
Architecture Patterns with Python by Harry Percival & Bob Gregoryhttps://www.amazon.com/Architecture-Patterns-Python-Domain-Driven-Microservices/dp/1492052205
Practices of the Python Pro by Dane Hillardhttps://www.amazon.com/Practices-Python-Pro-Dane-Hillard/dp/1617296082
Python Tricks by Dan Baderhttps://www.amazon.com/Python-Tricks-Buffet-Awesome-Features/dp/1775093301
Python Testing with pytest by Brian Okkenhttps://www.amazon.com/Python-Testing-pytest-Effective-Scalable/dp/1680502409
Python Concurrency with asyncio by Matthew Fowlerhttps://www.manning.com/books/python-concurrency-with-asyncio
Python for Programmers by Deitel Developer Serieshttps://deitel.com/python-for-programmers-book/
Serious Python by Julien Danjouhttps://serious-python.com/
Python Notes for Professionalshttps://books.goalkicker.com/PythonBook/
Python3: Deep Dive (4 Parts)https://www.udemy.com/course/python-3-deep-dive-part-1/
RealPythonhttps://realpython.com/
Python-Coursehttps://python-course.eu/
Python Discord grouphttps://discord.gg/python
Python Telegram grouphttps://t.me/Python
Beginners Python cheat sheethttps://edu.anarcho-copy.org/Programming%20Languages/Python/Python%20CheatSheet/beginners_python_cheat_sheet_pcc_django.pdf
Python cheat sheethttps://perso.limsi.fr/pointal/_media/python:cours:mementopython3-english.pdf
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#career-path
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#backend
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#django
Django Documentationhttps://www.djangoproject.com/
Django Tutorial - w3schoolshttps://www.w3schools.com/django/
Django for Beginners by William S. Vincenthttps://www.amazon.com/gp/product/1735467200
Django for APIs by William S. Vincenthttps://www.amazon.com/gp/product/1735467227/
Django for Professionals by William S. Vincenthttps://www.amazon.com/gp/product/1735467235
Two Scoops of Django 3.x by Daniel Roy Greenfeld, Audrey Roy Greenfeldhttps://www.feldroy.com/books/two-scoops-of-django-3-x
Test-Driven Development with Python: Obey the Testing Goat: Using Django, Selenium, and JavaScript by Harry Percivalhttps://www.obeythetestinggoat.com/book/praise.harry.html
Test-Driven Development with Django by Kevin Harveyhttps://www.amazon.com/Test-Driven-Development-Django-Kevin-Harvey/dp/178528116X
Django3 by example by antonio melehttps://www.amazon.com/Django-Example-powerful-reliable-applications-dp-1838981950/dp/1838981950/ref=mt_other?_encoding=UTF8&me=&qid=
Django Web Framework - Full Course for Beginners by Justin Mitchelhttps://www.youtube.com/watch?v=F5mRW0jo-U4
Build REST APIs with Django REST Framework and Python By Shubham Sardahttps://www.packtpub.com/product/build-rest-apis-with-django-rest-framework-and-python-video/9781801819022
Django For Everybody - Full Course by Dr. Charles Severancehttps://youtu.be/o0XbHvKxw7Y
Django ORM Mastery - Very Academyhttps://www.youtube.com/watch?v=iQF6pln3Gog&list=PLOLrQ9Pn6cazjoDEnwzcdWWf4SNS0QZml
Learn Django Class Base View - Very Academyhttps://www.youtube.com/watch?v=GxA2I-n8NR8&list=PLOLrQ9Pn6caxNb9eFZJ6LfY29nZkKmmXT
Django Course by Mosh Hamedanihttps://codewithmosh.com/p/the-ultimate-django-series
Try Django 3.2 - Python Web Development Tutorial Series by Justin Mitchelhttps://www.youtube.com/playlist?list=PLEsfXFp6DpzRMby_cSoWTFw8zaMdTEXgL
Awesome Djangohttps://github.com/wsvincent/awesome-django#readme
Django Discord grouphttps://discord.me/unofficial-django
Django Telegram grouphttps://t.me/django
Django Cheat Sheethttps://cheatography.com/ogr/cheat-sheets/django/
Django Models Cheat Sheethttps://cheatography.com/lewiseason/cheat-sheets/django-models/
Django Class Based Views Cheat Sheethttps://cheatography.com/papousekp/cheat-sheets/django-class-based-views/
Django Class Based Views Cheat Sheet 2https://ccbv.co.uk/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#fastapi
Python API Development - Comprehensive Course for Beginners by Sanjeev Thiyagarajanhttps://www.youtube.com/watch?v=0sOvCWFmrtA
FastAPI course by testdriven.io & talkpython.fmhttps://testdriven.io/talkpython/
FastAPI documentationhttps://fastapi.tiangolo.com
FastAPI Utilities documentationhttps://fastapi-utils.davidmontague.xyz/
Awesome FastAPIhttps://github.com/mjhea0/awesome-fastapi#readme
FastApi Discord grouphttps://discord.gg/sATRypy9
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#flask
Flask Web Development: Developing Web Applications with Pythonhttps://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world
Flask Framework Cookbookhttps://www.amazon.de/Flask-Framework-Cookbook-techniques-development/dp/1789951291/
The New And Improved Flask Mega-Tutorialhttps://www.amazon.com/New-Improved-Flask-Mega-Tutorial/dp/B09YQ33QYT
Flask Tutorial by Tech With Timhttps://youtube.com/playlist?list=PLzMcBGfZo4-n4vJJybUVV3Un_NFS5EOgX
REST APIs with Flask and Python by Jose Salvatierrahttps://www.udemy.com/course/rest-api-flask-and-python/
Flask Documenthttps://flask.palletsprojects.com/
Flask Cheat Sheet and Quick Referencehttps://s3.us-east-2.amazonaws.com/prettyprinted/flask_cheatsheet.pdf
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#tornado
Introduction to Tornado by Michael Doryhttps://www.amazon.com/Introduction-Tornado-Michael-Dory-2012-03-31/dp/B01FEK31OM
Tornado, Coroutines and Concurrency by Bek Bracehttps://www.youtube.com/watch?v=-gJ21qzpieA
Tornado in Depth by Oscar Vilaplanahttps://www.youtube.com/watch?v=4Ztq-Yz1ero
More than just a pretty web framework, the Tornado IOLoop by Gavin M.Royhttps://www.youtube.com/watch?v=3BYN3ouwkRA
Tornado Documenthttps://www.tornadoweb.org/en/stable/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#web2py
Web2Py Documenthttps://web2py.readthedocs.io/en/latest/
Complete Reference Manual by Massimo Di Pierrohttp://www.web2py.com/book
Killer Web Development by Marco Laspehttp://killer-web-development.com/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#sanic
Sanic Documenthttps://sanic.readthedocs.io/en/stable/index.html
Sanic Guidehttps://sanic.dev/en/guide/
Getting Started with Sanic for Python by Mukul Khannahttps://scoutapm.com/blog/go-fast-getting-started-with-sanic-for-python
Async Web Apps with Sanic by Dougal Matthewshttps://www.youtube.com/watch?v=wb0lk4e9DEg
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#aiohttp
AIOHTTP Documenthttps://docs.aiohttp.org/en/stable/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#bottle
Bottle Documenthttps://bottlepy.org/docs/dev/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#dash
Dash-Python Documenthttps://dash.plotly.com/introduction
Awesome Dashhttps://github.com/ucg8j/awesome-dash#readme
Dash Clean Architecture Templatehttps://github.com/CzakoZoltan08/dash-clean-architecture-template
List Of All Python Backend Web Frameworkshttps://wiki.python.org/moin/WebFrameworks
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#data-science
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#data-analysis
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#numpy
Numpy Documenthttps://numpy.org/doc/stable/user/index.html
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#scipy
Scipy Documenthttps://docs.scipy.org/doc/scipy/tutorial/index.html
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#pandas
Pandas Documenthttps://pandas.pydata.org/docs/user_guide/index.html
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#data-visualization
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#matplotlib
Matplotlib Documenthttps://matplotlib.org/stable/users/index.html
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#plotly
Plotly Documenthttps://plotly.com/python-api-reference/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#machine-learning
Machine Learning Course by Andrew Nghttps://coursera.org/learn/machine-learning
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#deep-learning
Deep Learning Specialization by Andrew Nghttps://www.coursera.org/specializations/deep-learning
AladdinPerssonhttps://www.youtube.com/c/AladdinPersson
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#neural-networks
Neural Networks and Calculushttps://www.youtube.com/c/3blue1brown
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#image-processing
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#devops
DevOps, SRE, & Infrastructurehttps://discord.gg/devops
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#hacking
Black Hat Python, 2nd Edition: Python Programming for Hackers and Pentestershttps://www.amazon.com/Black-Hat-Python-2nd-Programming/dp/1718501129
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#algorithmic-trading
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#bot
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#web
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#selenium
Selenium (Main Home)https://github.com/SeleniumHQ/selenium
Sourcehttps://github.com/SeleniumHQ/selenium/tree/trunk/py
Documentationhttps://www.selenium.dev/selenium/docs/api/py/
Heliumhttps://github.com/mherrmann/selenium-python-helium
Basehttps://github.com/seleniumbase/SeleniumBase
InstaPyhttps://github.com/InstaPy/InstaPy
AutoCrawlerhttps://github.com/YoongiKim/AutoCrawler
Wirehttps://github.com/wkeeling/selenium-wire
Cucucumberhttps://github.com/executeautomation/SeleniumWithCucucumber
Requestiumhttps://github.com/tryolabs/requestium
Undetectedhttps://github.com/ultrafunkamsterdam/undetected-chromedriver
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#webbot
Sourcehttps://github.com/nateshmbhat/webbot
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#telegram
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#telethon
Sourcehttps://github.com/LonamiWebs/Telethon
Documentationhttps://docs.telethon.dev/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#pygram
Sourcehttps://github.com/pygram/pygram
Documentationhttps://pygram.readthedocs.io/en/latest/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#pyrogram
Sourcehttps://github.com/pyrogram/pyrogram
Documentationhttps://docs.pyrogram.org/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#python-telegram-bot
Sourcehttps://github.com/python-telegram-bot/python-telegram-bot
Documentationhttps://python-telegram-bot.readthedocs.io/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#aiogram
Sourcehttps://github.com/aiogram/aiogram
Documentationhttps://docs.aiogram.dev/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#pytelegrambotapi
Sourcehttps://github.com/eternnoir/pyTelegramBotAPI
Documentationhttps://pytba.readthedocs.io/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#telebot
Sourcehttps://github.com/KyleJamesWalker/telebot
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#discord
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#discordpy
Sourcehttps://github.com/Rapptz/discord.py
Documentationhttps://discordpy.readthedocs.io
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#instagram
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#instagram-scraper
Sourcehttps://github.com/realsirjoe/instagram-scraper
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#instapy
Sourcehttps://github.com/InstaPy/InstaPy
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#advanced-topics
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#databases
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#general
Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systemshttps://www.amazon.com/Designing-Data-Intensive-Applications-Reliable-Maintainable/dp/1449373321
Seven Databases in Seven Weeks: A Guide to Modern Databases and the NoSQL Movementhttps://www.amazon.com/Seven-Databases-Weeks-Modern-Movement/dp/1680502530/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#sqlite
SQLite Documentationhttps://www.sqlite.org/docs.html
SQLite Tutorialhttps://www.sqlitetutorial.net/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#postgresql
PostgreSQL Documentationhttps://www.postgresql.org/docs/
Essential Postgres: Database Development using PostgreSQLhttps://www.amazon.com/Essential-Postgres-Database-Development-PostgreSQL/dp/B08KH136G4
PostgreSQL Telegram grouphttps://t.me/pg_sql
PostgreSQL Cheat Sheet By GoalKickerhttps://books.goalkicker.com/PostgreSQLBook/PostgreSQLNotesForProfessionals.pdf
PostgreSQL CHEAT SHEEThttps://www.postgresqltutorial.com/wp-content/uploads/2018/03/PostgreSQL-Cheat-Sheet.pdf
POSTGRESQL 8.3 PSQL CHEAT SHEEThttp://www.postgresonline.com/downloads/special_feature/postgresql83_psql_cheatsheet.pdf
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#mysql
MySQL Documentationhttps://dev.mysql.com/doc/
MySQL Tutorialhttps://www.mysqltutorial.org/
MySQL Cheat Sheet by GoalKickerhttps://books.goalkicker.com/MySQLBook/MySQLNotesForProfessionals.pdf
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#oracle
Oracle Documentationhttps://docs.oracle.com/en/database/index.html
Oracle Tutorialhttps://www.oracletutorial.com/
Oracle Cheat Sheet by GoalKickerhttps://books.goalkicker.com/OracleDatabaseBook/OracleDatabaseNotesForProfessionals.pdf
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#mongodb
MongoDB Documentationhttps://www.mongodb.com/docs/
Python MongoDBhttps://www.w3schools.com/python/python_mongodb_getstarted.asp
MongoDB Cheat Sheet by GoalKickerhttps://books.goalkicker.com/MongoDBBook/MongoDBNotesForProfessionals.pdf
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#redis
Redis Documentationhttps://redis.io/docs/
Redis Crash Course 1https://www.youtube.com/watch?v=Hbt56gFj998
Redis Crash Course 2https://www.youtube.com/watch?v=OqCK95AS-YE
How to use redis with python by Brad Solomonhttps://realpython.com/python-redis/
Redis Cheat Sheet 1https://cheatography.com/tasjaevan/cheat-sheets/redis/
Redis Cheat Sheet 2https://masonoise.files.wordpress.com/2010/03/redis-cheatsheet-v1.pdf
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#memcached
MemCached Wikihttps://github.com/memcached/memcached/wiki
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#apache-cassandra
Apache Cassandra Documentationhttps://cassandra.apache.org/_/index.html
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#clean-code
Clean Code: A Handbook of Agile Software Craftsmanshiphttps://www.amazon.com/gp/product/0132350882
Clean Code in Python by Mariano Anayahttps://www.amazon.com/Clean-Code-Python-maintainable-efficient/dp/1800560214
Code Complete: A Practical Handbook of Software Construction, Second Edition by Steve Mcconnellhttps://www.amazon.com/Code-Complete-Practical-Handbook-Construction/dp/0735619670
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#clean-architecture
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#caching
Caching in django with redis by Real Pythonhttps://realpython.com/caching-in-django-with-redis/
Redis Course - In-Memory Database Tutorialhttps://www.youtube.com/watch?v=XCsS_NVAa1g
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#testing
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#python-unittest-package
Testing in Pythonhttps://docs.python.org/3/library/unittest.html
Getting Started With Testing in Pythonhttps://realpython.com/python-testing/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#pytest-testing-package
Official PyTest Documentationhttps://docs.pytest.org/en/stable/index.html
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#drf-test-framework
Testing - Django REST frameworkhttps://www.django-rest-framework.org/api-guide/testing/
Pytest Django and Django Rest Frameworkhttps://www.youtube.com/watch?v=KIIdbVs7e8I&list=PLP1DxoSC17LZTTzgfq0Dimkm6eWJQC9ki
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#container-platforms
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#docker
Docker Documentationhttps://docs.docker.com/
Docker in Action, Second Editionhttps://www.manning.com/books/docker-in-action-second-edition
Docker Deep Dive: Zero to Docker in a single bookhttps://www.amazon.com/Docker-Deep-Dive-Nigel-Poulton-ebook/dp/B01LXWQUFF
Docker Mastery With Django - very academyhttps://www.youtube.com/watch?v=W5Ov0H7E_o4&list=PLOLrQ9Pn6cazCfL7v4CdaykNoWMQymM_C
Docker Course by Mosh Hamedanihttps://codewithmosh.com/p/the-ultimate-docker-course
Docker Swarm Step by Stephttps://www.youtube.com/watch?v=74p7csxKN8M
Docker Cheat Sheethttps://www.docker.com/wp-content/uploads/2022/03/docker-cheat-sheet.pdf
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#kubernetes
Kubernetes Documentationhttps://kubernetes.io/docs/home/
"Just me and Opensource" YouTube channelhttps://www.youtube.com/playlist?list=PL34sAs7_26wNBRWM6BDhnonoA5FMERax0
Kubernetes: Up and Running, 2nd Editionhttps://www.oreilly.com/library/view/kubernetes-up-and/9781492046523
Kubernetes in Action, Second Editionhttps://www.manning.com/books/kubernetes-in-action-second-edition
Kubernetes Discord grouphttps://discord.gg/k8s-at-home
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#programming-paradigms
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#object-oriented-programming
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
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.
Python Object-Oriented Programminghttps://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
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Functional Programming in Pythonhttps://realpython.com/python-functional-programming/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#architectural-patterns
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Microservice Architecturehttps://www.oreilly.com/library/view/microservice-architecture/9781491956328
Building Microservices, 2nd Editionhttps://www.oreilly.com/library/view/building-microservices-2nd/9781492034018/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#enterprise-applications
Patterns of Enterprise Application Architecturehttps://www.amazon.de/Patterns-Enterprise-Application-Architecture-Martin/dp/0321127420
Enterprise Integration Patterns: Designing, Building, and Deploying Messaging Solutionshttps://www.amazon.de/-/en/Gregor-Hohpe/dp/0321200683/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#design-principles
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SOLID Principles In Python by Philip Nortonhttps://www.hashbangcode.com/article/solid-principles-python
Uncle Bob's SOLID principles made easy 🍀 - in Python!https://www.youtube.com/watch?v=pTB30aXS77U
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Head First Design Patterns: Building Extensible and Maintainable Object-Oriented Softwarehttps://www.amazon.com/Head-First-Design-Patterns-Object-Oriented/dp/149207800X
Django Design Patterns and Best Practices (by Arun Ravindran)https://www.amazon.com/Django-Design-Patterns-Practices-Industry-standard/dp/1788831349
Dive Into Design Patterns by Alexander Shvetshttps://refactoring.guru/design-patterns/book
Design Patterns Course by Mosh Hamedanihttps://codewithmosh.com/p/design-patterns
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#message-brokers
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RabbitMQ Documentationhttps://www.rabbitmq.com/documentation.html
RabbitMQ Hello Worldhttps://www.rabbitmq.com/tutorials/tutorial-one-python.html
RabbitMQ Work Queueshttps://www.rabbitmq.com/tutorials/tutorial-two-python.html
RabbitMQ Publish/Subscribehttps://www.rabbitmq.com/tutorials/tutorial-three-python.html
RabbitMQ Routinghttps://www.rabbitmq.com/tutorials/tutorial-four-python.html
RabbitMQ Topicshttps://www.rabbitmq.com/tutorials/tutorial-five-python.html
RabbitMQ Remote procedure call (RPC)https://www.rabbitmq.com/tutorials/tutorial-six-python.html
RabbitMQ Cheat Sheet 1https://cheatography.com/francisuk/cheat-sheets/rabbitmq/pdf/
RabbitMQ Cheat Sheet 2https://lzone.de/cheat-sheet/RabbitMQ
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#apache-kafka
Apache Kafka Documentationhttps://kafka.apache.org/documentation/
Apache Kafka Cheat Sheet 1https://gist.github.com/sahilsk/d2a6ec384f5f2333e3fef40a581a97e1
Apache Kafka Cheat Sheet 2https://medium.com/@TimvanBaarsen/apache-kafka-cli-commands-cheat-sheet-a6f06eac01b
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#wsgi-servers
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Gunicorn Documentationhttps://docs.gunicorn.org/en/stable/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#uwsgi
uWSGI Documentationhttps://uwsgi-docs.readthedocs.io/en/latest/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#asgi-servers
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Uvicorn Documentationhttps://www.uvicorn.org/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#starlette
Starlette Documentationhttps://www.starlette.io/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#web-servers
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#nginx
NGINX Documentationhttp://nginx.org/en/docs/
NGINX Cookbookhttps://www.nginx.com/resources/library/complete-nginx-cookbook/
NGINX CHEAT SHEEThttps://kiza.dev/notes/nginx-cheat-sheet
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#apache
Apache Documentationhttps://httpd.apache.org/docs/
Apache Cookbook: Solutions and Examples for Apache Administratorshttps://www.amazon.com/Apache-Cookbook-Solutions-Examples-Administrators/dp/0596529945
Apache Cheat Sheethttp://www.cheat-sheets.org/saved-copy/apache-refcard-a4.pdf
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#api
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#design
Zalando RESTful API and Event Guidelineshttps://opensource.zalando.com/restful-api-guidelines/
Microsoft REST API Guidelineshttps://github.com/microsoft/api-guidelines
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#security
API Security Checklisthttps://github.com/bobycloud/API-Security-Checklist/blob/master/README-en.md
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#availability-and-reliability
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Dive Into REFACTORINGhttps://refactoring.guru/refactoring/course
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#security-1
The Web Application Hacker's Handbookhttps://www.amazon.com/Web-Application-Hackers-Handbook-Exploiting/dp/1118026470
Application_Security_Program_Handbook - a guide for software engineershttps://www.mysterylovescompany.com/book/9781633439818
Designing secure software - a guide for devlopershttps://www.amazon.com/Designing-Secure-Software-Guide-Developers/dp/1718501927
Hacking APIs Breaking Web Application Programming Interfaceshttps://www.amazon.com/Hacking-APIs-Application-Programming-Interfaces/dp/1718502443
Web Application Security Exploitation and Countermeasures for Modern Web Applicationshttps://www.amazon.com/Web-Application-Security-Exploitation-Countermeasures/dp/1492053112
Web Security for Developers: Real Threats, Practical Defensehttps://www.amazon.com/Web-Security-Developers-Malcolm-McDonald/dp/1593279949
Mastering Modern Web Penetration Testinghttps://www.amazon.com/Mastering-Modern-Web-Penetration-Testing/dp/1785284584
OWASP Top 10https://owasp.org/www-project-top-ten/
OWASP Top 10 for Web with live traininghttps://application.security/free/owasp-top-10
SANS SWAT Checklisthttps://www.sans.org/cloud-security/securing-web-application-technologies/
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#monitoring
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The Clean Coder: A Code of Conduct for Professional Programmershttps://www.amazon.com/Clean-Coder-Conduct-Professional-Programmers/dp/0137081073
https://patch-diff.githubusercontent.com/nimaps/python-engineer-roadmap#public-cloud
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Practical MQTT with Stevehttp://www.steves-internet-guide.com/
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