├── .github ├── workflows │ ├── linter.yml │ └── convert-to-pdf.yml └── ISSUE_TEMPLATE │ └── request-a-new-reference.md ├── .gitignore ├── CONTRIBUTING.md ├── LICENSE └── README.md /.github/workflows/linter.yml: -------------------------------------------------------------------------------- 1 | name: Awesome Linter 2 | on: 3 | pull_request: 4 | branches: [main] 5 | workflow_dispatch: 6 | 7 | jobs: 8 | Awesome_Lint: 9 | runs-on: ubuntu-latest 10 | steps: 11 | - uses: actions/checkout@v2 12 | with: 13 | fetch-depth: 0 14 | - run: npx awesome-lint 15 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/request-a-new-reference.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: Request a New Reference 3 | about: Request the reference(s) you think that would be perfect for the archive. 4 | title: '' 5 | labels: documentation, enhancement 6 | assignees: '' 7 | 8 | --- 9 | 10 | ### I Want to Request the Following Reference(s) To Be Archived Publically 11 | > Add as many references as you want to be archived in the repository in the following pattern. 12 | - [ref1](#) 13 | - [ref2](#) 14 | 15 | > License approvement aggregation. 16 | - [ ] All my mentioned references approve the [qualification parameters](https://github.com/DjangoEx/python-engineer-roadmap/blob/main/CONTRIBUTING.md#qualified-references). 17 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # IDEA Ignores # 2 | ################ 3 | *.iml 4 | *.ipr 5 | *.iws 6 | .idea/ 7 | .vscode/ 8 | out/ 9 | local.properties 10 | 11 | # Generic Android ignores # 12 | ########################### 13 | bin/ 14 | target 15 | gen/ 16 | 17 | # Compiled source # 18 | ################### 19 | *.com 20 | *.class 21 | *.dll 22 | *.exe 23 | *.o 24 | *.so 25 | 26 | # Packages # 27 | ############ 28 | *.7z 29 | *.dmg 30 | *.gz 31 | *.iso 32 | *.rar 33 | *.tar 34 | *.zip 35 | 36 | # Logs and databases # 37 | ###################### 38 | log/ 39 | *.log 40 | *.sql 41 | *.sqlite 42 | 43 | # OS generated files # 44 | ###################### 45 | .DS_Store 46 | .DS_Store? 47 | ehthumbs.db 48 | Icon? 49 | Thumbs.db 50 | 51 | # VCS # 52 | ####### 53 | .svn 54 | .svn/ 55 | CVS 56 | 57 | # XCode 4 # 58 | ########### 59 | *.xcuserstate 60 | *.pbxuser 61 | *.mode1v3 62 | *.mode2v3 63 | *.perspectivev3 64 | xcuserdata/ -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- 1 | ## Contribution Guide 2 | First of all, we do appreciate your love about contributing to open source; specifically this project. Your changes will help audiences to find their best choice of learning contents for sure. If you're planning to have contributions to this project, you're are at the right spot! 3 | 4 | ### Before you start.. 5 | Before you make your changes, please consider checking the issues first. Your changes might have been disallowed or rejected already. Although this part might look optional, it'll avoid duplications in the pull requests' approvement process. 6 | 7 | Since all contributors are making changes to a single file (README.md), if you've already forked this archive while ago, please update your forked repository with the `origin` remote repository first. :) 8 | 9 | ### Qualified references 10 | We have collected this archive to be a good starting point for those who need to start a career or even learn a new technology in the different **Python** fields. Before you add your choices, make sure your reference is quialifed in the following parameters. 11 | 12 | - The mentioned reference (Book, Video, Documentation, etc) **MUST** approve its creator's license in case of sharing and distribution. 13 | - Positive-reviewed references have higher chance of accepting by the maintainers. 14 | - The reference should explain the related subject in detail. 15 | 16 | ### Request for a new section.. 17 | You have a new topic that is not listed in the repository? Open a new issue and explain more about the it. 18 | 19 | ### Final words.. 20 | All your contributions are welcome. Thanks for sharing your knowledge. 21 | -------------------------------------------------------------------------------- /.github/workflows/convert-to-pdf.yml: -------------------------------------------------------------------------------- 1 | name: README to PDF 2 | # This workflow is triggered on pushes to the repository. 3 | on: 4 | # push: 5 | # branches: 6 | # - main 7 | # paths: 8 | # - 'README.md' 9 | 10 | # Allows you to run this workflow manually from the Actions tab 11 | workflow_dispatch: 12 | 13 | jobs: 14 | converttopdf: 15 | name: Build PDF 16 | runs-on: ubuntu-latest 17 | steps: 18 | - uses: actions/checkout@v3 19 | - uses: baileyjm02/markdown-to-pdf@v1.1.0 20 | with: 21 | input_dir: . 22 | output_dir: . 23 | build_html: false 24 | table_of_contents: false 25 | - uses: actions/upload-artifact@v3 26 | with: 27 | name: python-engineer-roadmap 28 | path: README.pdf 29 | - name: Commit files 30 | run: | 31 | git config --local user.email "41898282+github-actions[bot]@users.noreply.github.com" 32 | git config --local user.name "github-actions[bot]" 33 | git add README.pdf 34 | if ! git diff-index --quiet HEAD; then 35 | git commit -m "Generate PDF file" 36 | fi 37 | - name: Push changes 38 | uses: ad-m/github-push-action@master 39 | with: 40 | github_token: ${{ secrets.GITHUB_TOKEN }} 41 | branch: ${{ github.ref }} 42 | # - name: Commit changes 43 | # uses: EndBug/add-and-commit@v9 44 | # with: 45 | # default_author: github_actions 46 | # add: 'README.pdf' 47 | # new_branch: generate-pdf 48 | # push: origin generate-pdf --set-upstream --force 49 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Creative Commons Legal Code 2 | 3 | CC0 1.0 Universal 4 | 5 | CREATIVE COMMONS CORPORATION IS NOT A LAW FIRM AND DOES NOT PROVIDE 6 | LEGAL SERVICES. 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Affirmer understands and acknowledges that Creative Commons is not a 120 | party to this document and has no duty or obligation with respect to 121 | this CC0 or use of the Work. 122 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Awesome Python Resources [![Awesome](https://awesome.re/badge.svg)](https://awesome.re) 2 | 3 | [Python](https://www.python.org/) 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.\ 4 | **Not sure which source to choose?** You can follow the resources marked with a ✅ symbol, they are highly recommended by the community. 5 | 6 | 7 | ### Contribution 8 | Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You are new to contribution process? For more information about the steps and guides, check out the [First Contribution Guide](https://github.com/firstcontributions/first-contributions). 9 | 10 | ### Table of Contents 11 | 12 | - [Prerequisites](#prerequisites) 13 | - [Algorithms and Data Structures](#algorithms-and-data-structures) 14 | - [System Design](#system-design) 15 | - [Git](#git) 16 | - [Operating System](#operating-system) 17 | - [Virtual Environment](#virtual-environment) 18 | - [Python](#python) 19 | - [Career Path](#career-path) 20 | - [Backend](#backend) 21 | - [Data Science](#data-science) 22 | - [Machine Learning](#machine-learning) 23 | - [Deep Learning](#deep-learning) 24 | - [Reinforcement Learning](#reinforcement-learning) 25 | - [Neural Networks](#neural-networks) 26 | - [Image Processing](#image-processing) 27 | - [DevOps](#devops) 28 | - [Hacking](#hacking) 29 | - [Algorithmic Trading](#algorithmic-trading) 30 | - [Bot](#bot) 31 | - [Advanced Topics](#advanced-topics) 32 | - [Databases](#databases) 33 | - [ORM](#orm) 34 | - [Clean Code](#clean-code) 35 | - [Clean Architecture](#clean-architecture) 36 | - [Caching](#caching) 37 | - [Testing](#testing) 38 | - [Container Platforms](#container-platforms) 39 | - [Programming Paradigms](#programming-paradigms) 40 | - [Architectural Patterns](#architectural-patterns) 41 | - [Design Principles](#design-principles) 42 | - [Design Patterns](#design-patterns) 43 | - [Message Brokers](#message-brokers) 44 | - [WSGI Servers](#wsgi-servers) 45 | - [ASGI Servers](#asgi-servers) 46 | - [Web Servers](#web-servers) 47 | - [API](#api) 48 | - [Reliability](#reliability) 49 | - [Distributed Systems](#distributed-systems) 50 | - [Reactive Systems](#reactive-systems) 51 | - [Refactoring](#refactoring) 52 | - [Security](#security) 53 | - [Monitoring](#monitoring) 54 | - [Soft Skill](#soft-skill) 55 | - [Public Cloud](#public-cloud) 56 | - [IoT](#iot) 57 | 58 | ## Prerequisites 59 | 60 | - ### Algorithms and Data Structures 61 | 62 | - **Book** 63 | - ✅ [Grokking Algorithms by Aditya Bhargava](https://www.amazon.com/Grokking-Algorithms-illustrated-programmers-curious/dp/1617292230) 64 | - ✅ [Cracking the Coding Interview by Gayle Laakmann McDowell](https://www.amazon.com/Cracking-Coding-Interview-Programming-Questions/dp/0984782850) 65 | - [Data Structure and Algorithmic Thinking with Python: Data Structure and Algorithmic Puzzles by Narasimha Karumanchi](https://www.amazon.com/Data-Structure-Algorithmic-Thinking-Python/dp/8192107590) 66 | - [Introduction to Algorithms (CLRS)](https://www.amazon.com/Introduction-Algorithms-3rd-MIT-Press/dp/0262033844) 67 | 68 | - **Video** 69 | - [Data Structures And Algorithms Course by Mosh Hamedani](https://codewithmosh.com/p/data-structures-algorithms) 70 | - [Algorithms and Data Structures for Beginners by NeetCode](https://neetcode.io/courses/dsa-for-beginners/0) 71 | - [Advanced Algorithms by NeetCode](https://neetcode.io/courses/advanced-algorithms/0) 72 | 73 | - **Platform** 74 | - ✅ [LeetCode](https://leetcode.com/) 75 | - [HackerRank](https://www.hackerrank.com/) 76 | - [CodeWars](https://www.codewars.com/) 77 | - [TheAlgorithms](https://the-algorithms.com/) 78 | - [Codeforces](https://codeforces.com/) 79 | 80 | - **Repo** 81 | - ✅ [Coding University](https://github.com/jwasham/coding-interview-university) 82 | - [Algorithm solution and summary of Grokking book](https://github.com/msdundar/notes-algorithms) 83 | 84 | - **Cheat Sheet** 85 | - [Data Structures Cheat Sheet](https://intellipaat.com/mediaFiles/2019/02/Python-Data-structures-cheat-sheet.pdf) 86 | 87 | - ### System Design 88 | 89 | - **Book** 90 | - ✅ [System Design Interview by Alex Xu](https://www.amazon.com/System-Design-Interview-insiders-Second/dp/B08CMF2CQF) 91 | - [System Design Interview: Volume 2 by Alex Xu & Sahn Lam](https://www.amazon.com/System-Design-Interview-Insiders-Guide/dp/1736049119) 92 | 93 | - **Course** 94 | - [Educative - Grokking the System Design Interview](https://www.educative.io/courses/grokking-the-system-design-interview) 95 | - [NeetCode - System Design for Beginners](https://neetcode.io/courses/system-design-for-beginners/0) 96 | - [NeetCode - System Design Interview](https://neetcode.io/courses/system-design-interview/0) 97 | 98 | - ### Git 99 | 100 | - **Documentation** 101 | - [Git Documentation](https://git-scm.com/docs) 102 | 103 | - **Video** 104 | - ✅ [Git Course by Mosh Hamedani](https://codewithmosh.com/p/the-ultimate-git-course) 105 | - [Git and GitHub tutorial for beginners by Amigoscode](https://www.youtube.com/watch?v=3fUbBnN_H2c) 106 | - [Git and GitHub crash course by freeCodeCamp](https://www.youtube.com/watch?v=RGOj5yH7evk) 107 | - [Git For Professionals course by Trevor Miller](https://egghead.io/courses/practical-git-for-everyday-professional-use) 108 | 109 | - **Book** 110 | - [Pro Git](https://git-scm.com/book/en/) 111 | - [Git Notes for Professionals](https://books.goalkicker.com/GitBook/) 112 | 113 | - **Website** 114 | - [Git For Beginners by tutorialspoint](https://www.tutorialspoint.com/git/index.htm) 115 | - [Git For Intermediates and Professionals by W3schools](https://www.w3schools.com/git/) 116 | - [Advanced Git Tips by atlassian](https://www.atlassian.com/git/tutorials/advanced-overview) 117 | - [Learn Git Branching](https://learngitbranching.js.org/) 118 | 119 | - **Cheat Sheet** 120 | - [Git cheat sheet](https://wac-cdn.atlassian.com/dam/jcr:e7e22f25-bba2-4ef1-a197-53f46b6df4a5/SWTM-2088_Atlassian-Git-Cheatsheet.pdf?cdnVersion=353) 121 | 122 | - ### Operating System 123 | 124 | - **Book** 125 | - ✅ [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) 126 | 127 | - **Video** 128 | - [Lpic-1 Course by Jadi](https://www.youtube.com/watch?v=AKkNUvEHXhk&list=PLFOYXCPEqdNUU55Xvgst8wGTWnz_sd-cj) 129 | 130 | - **Platform** 131 | - [Linux Journey](https://linuxjourney.com/) 132 | 133 | - **Community** 134 | - [Discord Linux group](https://discord.gg/discord-linux) 135 | - [Linux For Everyone Community](https://t.me/linux4everyone) 136 | 137 | - **Cheat Sheet** 138 | - [Linux commands cheat sheet](https://www.guru99.com/linux-commands-cheat-sheet.html) 139 | 140 | - ### Virtual Environment 141 | 142 | - **VENV** 143 | 144 | - **Documentation** 145 | - [VENV Documentation](https://docs.python.org/3/library/venv.html) 146 | 147 | - **VirtualEnvWrapper** 148 | - **Documentation** 149 | - [VirtualEnvWrapper Documentation](https://virtualenvwrapper.readthedocs.io/en/latest/) 150 | 151 | - **PipEnv** 152 | - **Documentation** 153 | - [PipEnv Documentation](https://pipenv.pypa.io/en/latest/) 154 | 155 | - **Conda** 156 | - **Documentation** 157 | - [Conda Documentation](https://docs.conda.io/en/latest/) 158 | 159 | - **Python-Poetry** 160 | - **Documentation** 161 | - [Python-Poetry Documentation](https://python-poetry.org/docs/) 162 | 163 | - ### Python 164 | 165 | - **Documentation** 166 | - [Python Documentation](https://docs.python.org/3/) 167 | 168 | - **Beginner** 169 | - **Book** 170 | - ✅ [Python Crash Course by Eric Matthes](https://www.amazon.co.uk/dp/1593276036/) 171 | - [Head First Python by Paul Barry](https://www.amazon.com/Head-First-Python-Brain-Friendly-Guide/dp/1449382673) 172 | - [Learn Python the Hard Way by Zed Shaw](https://www.amazon.com/Learn-Python-Hard-Way-Introduction/dp/0321884914) 173 | - [Essential Python Tools](https://books.agiliq.com/projects/essential-python-tools/en/latest/) 174 | 175 | - **Video** 176 | - [Python Beginner Tutorial by NeuralNine](https://www.youtube.com/playlist?list=PL7yh-TELLS1E6dNCzfQl-NG-KJP3C-4mc) 177 | - [Python Programming Tutorials by Tech with Tim](https://www.youtube.com/playlist?list=PLzMcBGfZo4-mFu00qxl0a67RhjjZj3jXm) 178 | 179 | - **Platform** 180 | - [W3schools](https://www.w3schools.com/python/default.asp) 181 | - [Codecademy Python 2](https://www.codecademy.com/learn/learn-python) 182 | - [Codecademy Python 3](https://www.codecademy.com/learn/learn-python-3) 183 | - [Sololearn Python](https://www.sololearn.com/learning/1073) 184 | - [Wiingy](https://wiingy.com/learn/python/python-tutorial/) 185 | 186 | - **Intermediate** 187 | - **Book** 188 | - ✅ [Python Cookbook by David Beazley & Brian Jones](https://www.amazon.com/Python-Cookbook-Third-David-Beazley/dp/1449340377) 189 | - [Beyond the Basic Stuff with Python Best Practices for Writing Clean Code by Sweigart, Al](https://www.amazon.de/-/en/Al-Sweigart/dp/1593279663) 190 | - [Fluent Python by Luciano Ramalho 2nd Edition](https://www.amazon.com/Fluent-Python-Concise-Effective-Programming/dp/1492056359) 191 | - [Effective Python by Brett Slatkin](https://www.amazon.com/Effective-Python-Specific-Software-Development/dp/0134853989) 192 | - [Python Concurrency with asyncio](https://www.manning.com/books/python-concurrency-with-asyncio) 193 | 194 | - **Video** 195 | - [Python Intermediate Tutorial by NeuralNine](https://www.youtube.com/playlist?list=PL7yh-TELLS1F3KytMVZRFO-xIo_S2_Jg1) 196 | - [Intermediate Python Tutorials by Tech with Tim](https://www.youtube.com/playlist?list=PLzMcBGfZo4-nhWva-6OVh1yKWHBs4o_tv) 197 | - [Python3: Variables, Functions and Functional Programming, Closures, Decorators, Modules and Packages](https://www.udemy.com/course/python-3-deep-dive-part-2/) 198 | 199 | - **Platform** 200 | - [GeeksForGeeks](https://www.geeksforgeeks.org/python-programming-language) 201 | - [Programiz](https://www.programiz.com/python-programming) 202 | - [Scaler Topics](https://www.scaler.com/topics/python/) 203 | 204 | 205 | - **Advanced** 206 | - **Book** 207 | - ✅ [Architecture Patterns with Python by Harry Percival & Bob Gregory](https://www.amazon.com/Architecture-Patterns-Python-Domain-Driven-Microservices/dp/1492052205) 208 | - ✅ [Practices of the Python Pro by Dane Hillard](https://www.amazon.com/Practices-Python-Pro-Dane-Hillard/dp/1617296082) 209 | - ✅ [Python Tricks by Dan Bader](https://www.amazon.com/Python-Tricks-Buffet-Awesome-Features/dp/1775093301) 210 | - [Python Testing with pytest by Brian Okken](https://www.amazon.com/Python-Testing-pytest-Effective-Scalable/dp/1680502409) 211 | - [Python Concurrency with asyncio by Matthew Fowler](https://www.manning.com/books/python-concurrency-with-asyncio) 212 | - [Python for Programmers by Deitel Developer Series](https://deitel.com/python-for-programmers-book/) 213 | - [Serious Python by Julien Danjou](https://serious-python.com/) 214 | - [Python Notes for Professionals](https://books.goalkicker.com/PythonBook/) 215 | - [Python Anti-patterns](https://frostyx.fedorapeople.org/The-Little-Book-of-Python-Anti-Patterns-1.0.pdf) 216 | 217 | - **Video** 218 | - ✅ [Python3: Deep dive Iteration, Generators](https://www.udemy.com/course/python-3-deep-dive-part-2/) 219 | - ✅ [Python3: Deep dive Dictionaries, Sets, Related Data Structures, Serialization/Deserialization](https://www.udemy.com/course/python-3-deep-dive-part-3/) 220 | - ✅ [Python3: Deep dive Object Oriented Programming (OOP)](https://www.udemy.com/course/python-3-deep-dive-part-4/) 221 | 222 | - **Platform** 223 | - ✅ [RealPython](https://realpython.com/) 224 | - [Python-Course](https://python-course.eu/) 225 | 226 | - **Community** 227 | - [Python Discord group](https://discord.gg/python) 228 | - [Python Telegram group](https://t.me/Python) 229 | 230 | - **Cheat Sheet** 231 | - [Python cheat sheet](https://perso.limsi.fr/pointal/_media/python:cours:mementopython3-english.pdf) 232 | 233 | ## Career Path 234 | 235 | - ### Backend 236 | 237 | - #### Django 238 | - **Documentation** 239 | - [Django Documentation](https://www.djangoproject.com/) 240 | - [Django Tutorial - w3schools](https://www.w3schools.com/django/) 241 | 242 | - **Book** 243 | - [Django for Beginners by William S. Vincent](https://www.amazon.com/gp/product/1735467200) 244 | - [Django for APIs by William S. Vincent](https://www.amazon.com/gp/product/1735467227/) 245 | - [Django for Professionals by William S. Vincent](https://www.amazon.com/gp/product/1735467235) 246 | - [Two Scoops of Django 3.x by Daniel Roy Greenfeld, Audrey Roy Greenfeld](https://www.feldroy.com/books/two-scoops-of-django-3-x) 247 | - [Test-Driven Development with Python: Obey the Testing Goat: Using Django, Selenium, and JavaScript by Harry Percival](https://www.obeythetestinggoat.com/book/praise.harry.html) 248 | - [Test-Driven Development with Django by Kevin Harvey](https://www.amazon.com/Test-Driven-Development-Django-Kevin-Harvey/dp/178528116X) 249 | - [Django3 by example by antonio mele](https://www.amazon.com/Django-Example-powerful-reliable-applications-dp-1838981950/dp/1838981950/ref=mt_other?_encoding=UTF8&me=&qid=) 250 | 251 | - **Video** 252 | - [Django Web Framework - Full Course for Beginners by Justin Mitchel](https://www.youtube.com/watch?v=F5mRW0jo-U4) 253 | - [Build REST APIs with Django REST Framework and Python By Shubham Sarda](https://www.packtpub.com/product/build-rest-apis-with-django-rest-framework-and-python-video/9781801819022) 254 | - [Django For Everybody - Full Course by Dr. Charles Severance](https://youtu.be/o0XbHvKxw7Y) 255 | - [Django ORM Mastery - Very Academy](https://www.youtube.com/watch?v=iQF6pln3Gog&list=PLOLrQ9Pn6cazjoDEnwzcdWWf4SNS0QZml) 256 | - [Learn Django Class Base View - Very Academy](https://www.youtube.com/watch?v=GxA2I-n8NR8&list=PLOLrQ9Pn6caxNb9eFZJ6LfY29nZkKmmXT) 257 | - [Django Course by Mosh Hamedani](https://codewithmosh.com/p/the-ultimate-django-series) 258 | - [Try Django 3.2 - Python Web Development Tutorial Series by Justin Mitchel](https://www.youtube.com/playlist?list=PLEsfXFp6DpzRMby_cSoWTFw8zaMdTEXgL) 259 | 260 | - **Awesome Django** 261 | - [Awesome Django](https://github.com/wsvincent/awesome-django#readme) 262 | 263 | - **Community** 264 | - [Django Discord group](https://discord.me/unofficial-django) 265 | - [Django Telegram group](https://t.me/django) 266 | 267 | - **Cheat Sheet** 268 | - [Beginners Django cheat sheet](https://edu.anarcho-copy.org/Programming%20Languages/Python/Python%20CheatSheet/beginners_python_cheat_sheet_pcc_django.pdf) 269 | - [Django Cheat Sheet](https://cheatography.com/ogr/cheat-sheets/django/) 270 | - [Django Models Cheat Sheet](https://cheatography.com/lewiseason/cheat-sheets/django-models/) 271 | - [Django Class Based Views Cheat Sheet](https://cheatography.com/papousekp/cheat-sheets/django-class-based-views/) 272 | - [Django Class Based Views Cheat Sheet 2](https://ccbv.co.uk/) 273 | 274 | - #### FastAPI 275 | 276 | - **Video** 277 | - [Python API Development - Comprehensive Course for Beginners by Sanjeev Thiyagarajan](https://www.youtube.com/watch?v=0sOvCWFmrtA) 278 | - [FastAPI course by testdriven.io & talkpython.fm](https://testdriven.io/talkpython/) 279 | - [FastAPI - The Complete Course 2023 (Beginner + Advanced)](https://www.udemy.com/course/fastapi-the-complete-course/) 280 | - [Microservice Architecture and System Design with Python & Kubernetes – Full Course](https://www.youtube.com/watch?v=hmkF77F9TLw) 281 | 282 | - **Documentation** 283 | - [FastAPI documentation](https://fastapi.tiangolo.com) 284 | - [FastAPI Utilities documentation](https://fastapi-utils.davidmontague.xyz/) 285 | 286 | - **Awesome FastAPI** 287 | - [Awesome FastAPI](https://github.com/mjhea0/awesome-fastapi#readme) 288 | 289 | - **Community** 290 | - [FastApi Discord group](https://discord.gg/VQjSZaeJmf) 291 | - [FastApi Gitter](https://gitter.im/tiangolo/fastapi) 292 | 293 | - #### Flask 294 | 295 | - **Book** 296 | - [Flask Web Development: Developing Web Applications with Python](https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world) 297 | - [Flask Framework Cookbook](https://www.amazon.de/Flask-Framework-Cookbook-techniques-development/dp/1789951291/) 298 | - [The New And Improved Flask Mega-Tutorial](https://www.amazon.com/New-Improved-Flask-Mega-Tutorial/dp/B09YQ33QYT) 299 | 300 | - **Video** 301 | - [Flask Tutorial by Tech With Tim](https://youtube.com/playlist?list=PLzMcBGfZo4-n4vJJybUVV3Un_NFS5EOgX) 302 | - [REST APIs with Flask and Python by Jose Salvatierra](https://www.udemy.com/course/rest-api-flask-and-python/) 303 | 304 | - **Documentation** 305 | - [Flask Document](https://flask.palletsprojects.com/) 306 | 307 | - **Cheat Sheet** 308 | - [Flask Cheat Sheet and Quick Reference](https://s3.us-east-2.amazonaws.com/prettyprinted/flask_cheatsheet.pdf) 309 | 310 | - #### Tornado 311 | 312 | - **Book** 313 | - [Introduction to Tornado by Michael Dory](https://www.amazon.com/Introduction-Tornado-Michael-Dory-2012-03-31/dp/B01FEK31OM) 314 | 315 | - **Video** 316 | - [Tornado, Coroutines and Concurrency by Bek Brace](https://www.youtube.com/watch?v=-gJ21qzpieA) 317 | - [Tornado in Depth by Oscar Vilaplana](https://www.youtube.com/watch?v=4Ztq-Yz1ero) 318 | - [More than just a pretty web framework, the Tornado IOLoop by Gavin M.Roy](https://www.youtube.com/watch?v=3BYN3ouwkRA) 319 | 320 | - **Documentation** 321 | - [Tornado Document](https://www.tornadoweb.org/en/stable/) 322 | 323 | - #### Web2Py 324 | 325 | - **Documentation** 326 | - [Web2Py Document](https://web2py.readthedocs.io/en/latest/) 327 | 328 | - **Book** 329 | - [Complete Reference Manual by Massimo Di Pierro](http://www.web2py.com/book) 330 | - [Killer Web Development by Marco Laspe](http://killer-web-development.com/) 331 | 332 | - #### Sanic 333 | 334 | - **Documentation** 335 | - [Sanic Document](https://sanic.readthedocs.io/en/stable/index.html) 336 | - [Sanic Guide](https://sanic.dev/en/guide/) 337 | 338 | - **Article** 339 | - [Getting Started with Sanic for Python by Mukul Khanna](https://scoutapm.com/blog/go-fast-getting-started-with-sanic-for-python) 340 | 341 | - **Video** 342 | - [Async Web Apps with Sanic by Dougal Matthews](https://www.youtube.com/watch?v=wb0lk4e9DEg) 343 | 344 | - #### AIOHTTP 345 | 346 | - **Documentation** 347 | - [AIOHTTP Document](https://docs.aiohttp.org/en/stable/) 348 | 349 | - #### Bottle 350 | 351 | - **Documentation** 352 | - [Bottle Document](https://bottlepy.org/docs/dev/) 353 | 354 | - #### Dash 355 | 356 | - **Documentation** 357 | - [Dash-Python Document](https://dash.plotly.com/introduction) 358 | 359 | - **Awesome Dash** 360 | - [Awesome Dash](https://github.com/ucg8j/awesome-dash#readme) 361 | 362 | - **Template** 363 | - [Dash Clean Architecture Template](https://github.com/CzakoZoltan08/dash-clean-architecture-template) 364 | 365 | - #### BlackSheep 366 | 367 | - **Documentation** 368 | - [BlackSheep Document](https://neoteroi.dev/blacksheep/) 369 | 370 | - [List Of All Python Backend Web Frameworks](https://wiki.python.org/moin/WebFrameworks) 371 | 372 | - ### Data Science 373 | 374 | - #### Data Analysis 375 | 376 | - ##### Numpy 377 | - **Documentation** 378 | - [Numpy Document](https://numpy.org/doc/stable/user/index.html) 379 | 380 | - ##### Scipy 381 | 382 | - **Documentation** 383 | - [Scipy Document](https://docs.scipy.org/doc/scipy/tutorial/index.html) 384 | 385 | - ##### Pandas 386 | 387 | - **Documentation** 388 | - [Pandas Document](https://pandas.pydata.org/docs/user_guide/index.html) 389 | 390 | - #### Data Visualization 391 | 392 | - ##### Matplotlib 393 | 394 | - **Documentation** 395 | - [Matplotlib Document](https://matplotlib.org/stable/users/index.html) 396 | 397 | - ##### Plotly 398 | 399 | - **Documentation** 400 | - [Plotly Document](https://plotly.com/python-api-reference/) 401 | 402 | 403 | - ### Machine Learning 404 | 405 | - **Video** 406 | - [Machine Learning Course by Andrew Ng](https://coursera.org/learn/machine-learning) 407 | 408 | - ### Deep Learning 409 | 410 | - **Video** 411 | - [Deep Learning Specialization by Andrew Ng](https://www.coursera.org/specializations/deep-learning) 412 | - [MIT-Intoduction to Deep Learning](https://www.youtube.com/playlist?list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI) 413 | - [AladdinPersson](https://www.youtube.com/c/AladdinPersson) 414 | 415 | 416 | - ### Reinforcement Learning 417 | - **Video** 418 | - [Foundations of Deep RL](https://www.youtube.com/playlist?list=PLwRJQ4m4UJjNymuBM9RdmB3Z9N5-0IlY0) 419 | - [Deep Reinforcement Learning](https://www.youtube.com/playlist?list=PL_iWQOsE6TfURIIhCrlt-wj9ByIVpbfGc) 420 | - [Stanford-Reinforcement Learning](https://www.youtube.com/playlist?list=PLoROMvodv4rOSOPzutgyCTapiGlY2Nd8u) 421 | 422 | - ### Neural Networks 423 | 424 | - **Video** 425 | - [Neural Networks and Calculus](https://www.youtube.com/c/3blue1brown) 426 | 427 | - ### Image Processing 428 | 429 | - ### DevOps 430 | 431 | - **Book** 432 | - [Python for DevOps: Learn Ruthlessly Effective Automation](https://www.amazon.nl/Python-DevOps-Ruthlessly-Effective-Automation/dp/149205769X) 433 | 434 | - **Community** 435 | - [DevOps, SRE, & Infrastructure](https://discord.com/invite/VEEnHkPzY6) 436 | 437 | - **CI/CD** 438 | - [CI/CD Full Course | Continuous Integration And Continuous](https://www.youtube.com/watch?v=h9K1NnqwUvE) 439 | - [GitLab CI CD Tutorial for Beginners](https://www.youtube.com/watch?v=qP8kir2GUgo) 440 | 441 | - ### Hacking 442 | 443 | - **Book** 444 | - [Black Hat Python, 2nd Edition: Python Programming for Hackers and Pentesters](https://www.amazon.com/Black-Hat-Python-2nd-Programming/dp/1718501129) 445 | 446 | - ### Algorithmic Trading 447 | 448 | - ### Bot 449 | - #### Web 450 | 451 | - #### Selenium 452 | - [Selenium (Main Home)](https://github.com/SeleniumHQ/selenium) 453 | - [CDP Documentation](https://chromedevtools.github.io/devtools-protocol/) 454 | - [Source](https://github.com/SeleniumHQ/selenium/tree/trunk/py) 455 | - [Documentation](https://www.selenium.dev/selenium/docs/api/py/) 456 | - [Helium](https://github.com/mherrmann/selenium-python-helium) 457 | - [Base](https://github.com/seleniumbase/SeleniumBase) 458 | - [InstaPy](https://github.com/InstaPy/InstaPy) 459 | - [AutoCrawler](https://github.com/YoongiKim/AutoCrawler) 460 | - [Wire](https://github.com/wkeeling/selenium-wire) 461 | - [Cucucumber](https://github.com/executeautomation/SeleniumWithCucucumber) 462 | - [Requestium](https://github.com/tryolabs/requestium) 463 | - [Splinter](https://github.com/cobrateam/splinter) 464 | - [Undetected](https://github.com/ultrafunkamsterdam/undetected-chromedriver) 465 | 466 | 467 | - #### PlayWright 468 | - [Source](https://github.com/microsoft/playwright-python) 469 | - [Documentation](https://playwright.dev/python/docs/intro) 470 | 471 | 472 | 473 | - #### Browser 474 | - [Source](https://wiki.mozilla.org/Auto-tools/Projects/Mozbase) 475 | - [Documentation](https://firefox-source-docs.mozilla.org/mozbase/index.html) 476 | 477 | 478 | - #### WebBot 479 | - [Source](https://github.com/nateshmbhat/webbot) 480 | 481 | 482 | - #### Telegram 483 | - #### Telethon 484 | - [Source](https://github.com/LonamiWebs/Telethon) 485 | - [Documentation](https://docs.telethon.dev/) 486 | 487 | - #### Pygram 488 | - [Source](https://github.com/pygram/pygram) 489 | - [Documentation](https://pygram.readthedocs.io/en/latest/) 490 | - #### Pyrogram 491 | - [Source](https://github.com/pyrogram/pyrogram) 492 | - [Documentation](https://docs.pyrogram.org/) 493 | 494 | - #### Python Telegram Bot 495 | - [Source](https://github.com/python-telegram-bot/python-telegram-bot) 496 | - [Documentation](https://python-telegram-bot.readthedocs.io/) 497 | 498 | - #### AIOGram 499 | - [Source](https://github.com/aiogram/aiogram) 500 | - [Documentation](https://docs.aiogram.dev/) 501 | 502 | - #### PyTelegramBotApi 503 | - [Source](https://github.com/eternnoir/pyTelegramBotAPI) 504 | - [Documentation](https://pytba.readthedocs.io/) 505 | 506 | - #### TeleBot 507 | - [Source](https://github.com/KyleJamesWalker/telebot) 508 | 509 | - #### Discord 510 | - #### DiscordPy 511 | - [Source](https://github.com/Rapptz/discord.py) 512 | - [Documentation](https://discordpy.readthedocs.io) 513 | 514 | - #### Instagram 515 | - #### Instagram-Scraper 516 | - [Source](https://github.com/realsirjoe/instagram-scraper) 517 | - #### InstaPy 518 | - [Source](https://github.com/InstaPy/InstaPy) 519 | - ### Instaloader 520 | - [Source](https://github.com/instaloader/instaloader) 521 | 522 | ## Advanced Topics 523 | 524 | ⚠️ The following topics don't have any order or priority of learning.\ 525 | 🔥 Choose topics that you are **interested in** or **suit your needs**. 526 | 527 | - ### Databases 528 | 529 | - #### General 530 | 531 | - **Book** 532 | - ✅ [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) 533 | - [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/) 534 | 535 | - #### SQLite 536 | 537 | - **Documentation** 538 | - [SQLite Documentation](https://www.sqlite.org/docs.html) 539 | 540 | - **Tutorials** 541 | - [SQLite Tutorial](https://www.sqlitetutorial.net/) 542 | 543 | - #### PostgreSQL 544 | 545 | - **Documentation** 546 | - [PostgreSQL Documentation](https://www.postgresql.org/docs/) 547 | 548 | - **Book** 549 | - [Essential Postgres: Database Development using PostgreSQL](https://www.amazon.com/Essential-Postgres-Database-Development-PostgreSQL/dp/B08KH136G4) 550 | 551 | - **Community** 552 | - [PostgreSQL Telegram group](https://t.me/pg_sql) 553 | 554 | - **Cheat Sheet** 555 | - [PostgreSQL Cheat Sheet By GoalKicker](https://books.goalkicker.com/PostgreSQLBook/PostgreSQLNotesForProfessionals.pdf) 556 | - [PostgreSQL CHEAT SHEET](https://www.postgresqltutorial.com/wp-content/uploads/2018/03/PostgreSQL-Cheat-Sheet.pdf) 557 | - [POSTGRESQL 8.3 PSQL CHEAT SHEET](http://www.postgresonline.com/downloads/special_feature/postgresql83_psql_cheatsheet.pdf) 558 | 559 | - **Video** 560 | - [SQL and PostgreSQL: The Complete Developer's Guide](https://www.udemy.com/course/sql-and-postgresql/) 561 | 562 | - #### MySQL 563 | 564 | - **Documentation** 565 | - [MySQL Documentation](https://dev.mysql.com/doc/) 566 | 567 | - **Tutorials** 568 | - [MySQL Tutorial](https://www.mysqltutorial.org/) 569 | 570 | - **Cheat Sheet** 571 | - [MySQL Cheat Sheet by GoalKicker](https://books.goalkicker.com/MySQLBook/MySQLNotesForProfessionals.pdf) 572 | 573 | - #### Oracle 574 | 575 | - **Documentation** 576 | - [Oracle Documentation](https://docs.oracle.com/en/database/index.html) 577 | 578 | - **Tutorials** 579 | - [Oracle Tutorial](https://www.oracletutorial.com/) 580 | 581 | - **Cheat Sheet** 582 | - [Oracle Cheat Sheet by GoalKicker](https://books.goalkicker.com/OracleDatabaseBook/OracleDatabaseNotesForProfessionals.pdf) 583 | 584 | - #### MongoDB 585 | 586 | - **Documentation** 587 | - [MongoDB Documentation](https://www.mongodb.com/docs/) 588 | 589 | - **Tutorial** 590 | - [Python MongoDB](https://www.w3schools.com/python/python_mongodb_getstarted.asp) 591 | 592 | - **Cheat Sheet** 593 | - [MongoDB Cheat Sheet by GoalKicker](https://books.goalkicker.com/MongoDBBook/MongoDBNotesForProfessionals.pdf) 594 | 595 | - #### Redis 596 | 597 | - **Documentation** 598 | - [Redis Documentation](https://redis.io/docs/) 599 | 600 | - **Video** 601 | - [Redis Crash Course 1](https://www.youtube.com/watch?v=Hbt56gFj998) 602 | - [Redis Crash Course 2](https://www.youtube.com/watch?v=OqCK95AS-YE) 603 | 604 | - **Article** 605 | - [How to use redis with python by Brad Solomon](https://realpython.com/python-redis/) 606 | 607 | - **Cheat Sheet** 608 | - [Redis Cheat Sheet 1](https://cheatography.com/tasjaevan/cheat-sheets/redis/) 609 | - [Redis Cheat Sheet 2](https://masonoise.files.wordpress.com/2010/03/redis-cheatsheet-v1.pdf) 610 | 611 | - #### MemCached 612 | 613 | - **Documentation** 614 | - [MemCached Wiki](https://github.com/memcached/memcached/wiki) 615 | 616 | - #### Apache Cassandra 617 | 618 | - **Documentation** 619 | - [Apache Cassandra Documentation](https://cassandra.apache.org/_/index.html) 620 | 621 | - ### Clean Code 622 | 623 | - **Book** 624 | - ✅ [Clean Code: A Handbook of Agile Software Craftsmanship](https://www.amazon.com/gp/product/0132350882) 625 | - ✅ [Clean Code in Python by Mariano Anaya](https://www.amazon.com/Clean-Code-Python-maintainable-efficient/dp/1800560214) 626 | - [Code Complete: A Practical Handbook of Software Construction, Second Edition by Steve Mcconnell](https://www.amazon.com/Code-Complete-Practical-Handbook-Construction/dp/0735619670) 627 | - [Clean Python: Elegant Coding in Python by Sunil Kapil](https://www.amazon.com/Clean-Python-Elegant-Coding/dp/1484248775) 628 | 629 | 630 | - ### ORM 631 | 632 | - ### SQLAlchemy 633 | 634 | - **Documentation** 635 | - [SQLAlchemy documentation](https://docs.sqlalchemy.org/en/14/) 636 | 637 | - **Tutorial** 638 | - [SQLAlchemy tutorials](https://www.sqlalchemy.org/library.html#tutorials) 639 | - [SQLAlchemy ORM tutorial](https://auth0.com/blog/sqlalchemy-orm-tutorial-for-python-developers/) 640 | 641 | 642 | - ### Django-ORM 643 | 644 | - **Book** 645 | - [Django ORM cookbook](https://books.agiliq.com/projects/django-orm-cookbook/en/latest/) (by Agiliq) 646 | 647 | - **Documentation** 648 | - [Django ORM documentation](https://docs.djangoproject.com/en/4.2/topics/db/) 649 | 650 | - **Tutorial** 651 | - [Django ORM examples](https://github.com/django/django/tree/main/tests/queries) (in Django's official GitHub repository) 652 | - [Using Django ORM Outside Of Framework](https://abdus.dev/posts/django-orm-standalone/) 653 | - [How to use FastAPI with Django ORM and Admin](https://nsikakimoh.com/blog/fastapi-and-django-orm) 654 | 655 | - ### Tortoise 656 | 657 | - **Documentation** 658 | - [Tortoise ORM documentation](https://tortoise-orm.readthedocs.io/en/latest/) 659 | 660 | - **Tutorial** 661 | - [Tortoise ORM tutorial](https://tortoise-orm.readthedocs.io/en/latest/examples.html) 662 | 663 | - ### Peewee 664 | 665 | - **Documentation** 666 | - [Peewee documentation](http://docs.peewee-orm.com/en/latest/index.html) 667 | 668 | - **Tutorial** 669 | - [Peewee tutorial](http://docs.peewee-orm.com/en/latest/peewee/quickstart.html) 670 | - [Peewee ORM examples](https://github.com/coleifer/peewee/tree/master/examples) 671 | 672 | - ### Pony 673 | 674 | - **Documentation** 675 | - [Pony ORM documentation](https://docs.ponyorm.org/) 676 | 677 | - **Tutorial** 678 | - [Pony ORM tutorial](https://docs.ponyorm.org/tutorials/first-steps.html) 679 | - [Pony ORM examples](https://github.com/ponyorm/pony/tree/master/examples) 680 | 681 | 682 | 683 | 684 | - ### Clean Architecture 685 | 686 | - **Book** 687 | - [Clean Architecture: A Craftsman's Guide to Software Structure and Design (Robert C. Martin Series)](https://www.amazon.com/Clean-Architecture-Craftsmans-Software-Structure/dp/0134494164) 688 | - [Architecture Patterns with Python: Enabling Test-Driven Development, Domain-Driven Design, and Event-Driven Microservices](https://www.amazon.nl/Architecture-Patterns-Python-Domain-Driven-Microservices-ebook/dp/B085KB31X3) 689 | 690 | - ### Caching 691 | 692 | - **Article** 693 | - [Caching in django with redis by Real Python](https://realpython.com/caching-in-django-with-redis/) 694 | 695 | - **Video** 696 | - [Redis Course - In-Memory Database Tutorial](https://www.youtube.com/watch?v=XCsS_NVAa1g) 697 | 698 | - ### Testing 699 | 700 | - #### Python `unittest` package 701 | 702 | - **Documentation** 703 | - [Testing in Python](https://docs.python.org/3/library/unittest.html) 704 | - [Getting Started With Testing in Python](https://realpython.com/python-testing/) 705 | 706 | - #### `PyTest` Testing Package 707 | 708 | - **Documentation** 709 | - [Official PyTest Documentation](https://docs.pytest.org/en/stable/index.html) 710 | 711 | - #### DRF Test Framework 712 | 713 | - **Documentation** 714 | - [Testing - Django REST framework](https://www.django-rest-framework.org/api-guide/testing/) 715 | 716 | - **Video** 717 | - [Pytest Django and Django Rest Framework](https://www.youtube.com/watch?v=KIIdbVs7e8I&list=PLP1DxoSC17LZTTzgfq0Dimkm6eWJQC9ki) 718 | 719 | - ### Container Platforms 720 | 721 | - #### Docker 722 | 723 | - **Documentation** 724 | - [Docker Documentation](https://docs.docker.com/) 725 | 726 | - **Book** 727 | - [Docker in Action, Second Edition](https://www.manning.com/books/docker-in-action-second-edition) 728 | - [Docker Deep Dive: Zero to Docker in a single book](https://www.amazon.com/Docker-Deep-Dive-Nigel-Poulton-ebook/dp/B01LXWQUFF) 729 | 730 | - **Video** 731 | - [Docker Mastery With Django - very academy](https://www.youtube.com/watch?v=W5Ov0H7E_o4&list=PLOLrQ9Pn6cazCfL7v4CdaykNoWMQymM_C) 732 | - [Docker Course by Mosh Hamedani](https://codewithmosh.com/p/the-ultimate-docker-course) 733 | - [Docker Swarm Step by Step](https://www.youtube.com/watch?v=74p7csxKN8M) 734 | 735 | - **Cheat Sheet** 736 | - [Docker Cheat Sheet](https://www.docker.com/wp-content/uploads/2022/03/docker-cheat-sheet.pdf) 737 | 738 | - #### Kubernetes 739 | 740 | - **Documentation** 741 | - [Kubernetes Documentation](https://kubernetes.io/docs/home/) 742 | 743 | - **Video** 744 | - ["Just me and Opensource" YouTube channel](https://www.youtube.com/playlist?list=PL34sAs7_26wNBRWM6BDhnonoA5FMERax0) 745 | 746 | - **Book** 747 | - [Kubernetes: Up and Running, 2nd Edition](https://www.oreilly.com/library/view/kubernetes-up-and/9781492046523) 748 | - [Kubernetes in Action, Second Edition](https://www.manning.com/books/kubernetes-in-action-second-edition) 749 | 750 | - **Community** 751 | - [Kubernetes Discord group](https://discord.gg/k8s-at-home) 752 | 753 | - ### Programming Paradigms 754 | 755 | - #### Object-Oriented Programming 756 | 757 | - **Tutorial** 758 | - [Python Classes and Objects by W3Schools (Beginners)](https://www.w3schools.com/python/python_classes.asp) 759 | - [Python Object Oriented Programming by programiz.com (Beginners)](https://www.programiz.com/python-programming/object-oriented-programming) 760 | 761 | - **Article** 762 | - [Python OOPs Concepts 3 by GeeksForGeeks (Beginners)](https://www.geeksforgeeks.org/python-oops-concepts/) 763 | - [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.) 764 | 765 | - **Book** 766 | - [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) 767 | 768 | 769 | - #### Functional Programming 770 | 771 | - **Article** 772 | - [Functional Programming in Python](https://realpython.com/python-functional-programming/) 773 | 774 | 775 | - ### Architectural Patterns 776 | 777 | - #### Microservice 778 | 779 | - **Book** 780 | - [Microservice Architecture](https://www.oreilly.com/library/view/microservice-architecture/9781491956328) 781 | - [Building Microservices, 2nd Edition](https://www.oreilly.com/library/view/building-microservices-2nd/9781492034018/) 782 | 783 | - #### Enterprise Applications 784 | 785 | - **Book** 786 | - [Patterns of Enterprise Application Architecture](https://www.amazon.de/Patterns-Enterprise-Application-Architecture-Martin/dp/0321127420) 787 | - [Enterprise Integration Patterns: Designing, Building, and Deploying Messaging Solutions](https://www.amazon.de/-/en/Gregor-Hohpe/dp/0321200683/) 788 | 789 | - ### Design Principles 790 | 791 | - #### SOLID 792 | 793 | - **Article** 794 | - [SOLID Principles In Python by Philip Norton](https://www.hashbangcode.com/article/solid-principles-python) 795 | - [Uncle Bob's SOLID principles made easy 🍀 - in Python!](https://www.youtube.com/watch?v=pTB30aXS77U) 796 | 797 | - #### KISS 798 | 799 | - #### DRY 800 | 801 | 802 | - ### Design Patterns 803 | 804 | - **Book** 805 | - [Head First Design Patterns: Building Extensible and Maintainable Object-Oriented Software](https://www.amazon.com/Head-First-Design-Patterns-Object-Oriented/dp/149207800X) 806 | - [Django Design Patterns and Best Practices (by Arun Ravindran)](https://www.amazon.com/Django-Design-Patterns-Practices-Industry-standard/dp/1788831349) 807 | - [Dive Into Design Patterns by Alexander Shvets](https://refactoring.guru/design-patterns/book) 808 | 809 | - **Video** 810 | - [Design Patterns Course by Mosh Hamedani](https://codewithmosh.com/p/design-patterns) 811 | - [Become a better software developer](https://www.youtube.com/c/ArjanCodes) 812 | 813 | - ### Message Brokers 814 | 815 | - #### RabbitMQ 816 | 817 | - **Documentation** 818 | - [RabbitMQ Documentation](https://www.rabbitmq.com/documentation.html) 819 | 820 | - **Cheat Sheet** 821 | - [RabbitMQ Cheat Sheet 1](https://cheatography.com/francisuk/cheat-sheets/rabbitmq/pdf/) 822 | - [RabbitMQ Cheat Sheet 2](https://lzone.de/cheat-sheet/RabbitMQ) 823 | 824 | - #### Apache Kafka 825 | 826 | - **Documentation** 827 | - [Apache Kafka Documentation](https://kafka.apache.org/documentation/) 828 | 829 | - **Cheat Sheet** 830 | - [Apache Kafka Cheat Sheet 1](https://gist.github.com/sahilsk/d2a6ec384f5f2333e3fef40a581a97e1) 831 | - [Apache Kafka Cheat Sheet 2](https://medium.com/@TimvanBaarsen/apache-kafka-cli-commands-cheat-sheet-a6f06eac01b) 832 | 833 | - ### WSGI Servers 834 | 835 | - #### Gunicorn 836 | 837 | - **Documentation** 838 | - [Gunicorn Documentation](https://docs.gunicorn.org/en/stable/) 839 | 840 | - #### uWSGI 841 | 842 | - **Documentation** 843 | - [uWSGI Documentation](https://uwsgi-docs.readthedocs.io/en/latest/) 844 | 845 | - ### ASGI Servers 846 | 847 | - #### Uvicorn 848 | 849 | - **Documentation** 850 | - [Uvicorn Documentation](https://www.uvicorn.org/) 851 | 852 | - #### Starlette 853 | 854 | - **Documentation** 855 | - [Starlette Documentation](https://www.starlette.io/) 856 | 857 | - ### Web Servers 858 | 859 | - #### Nginx 860 | 861 | - **Documentation** 862 | - [NGINX Documentation](http://nginx.org/en/docs/) 863 | 864 | - **Book** 865 | - [NGINX Cookbook](https://www.nginx.com/resources/library/complete-nginx-cookbook/) 866 | 867 | - **Cheat Sheet** 868 | - [NGINX CHEAT SHEET](https://kiza.dev/notes/nginx-cheat-sheet) 869 | 870 | - #### Apache 871 | 872 | - **Documentation** 873 | - [Apache Documentation](https://httpd.apache.org/docs/) 874 | 875 | - **Book** 876 | - [Apache Cookbook: Solutions and Examples for Apache Administrators](https://www.amazon.com/Apache-Cookbook-Solutions-Examples-Administrators/dp/0596529945) 877 | 878 | - **Cheat Sheet** 879 | - [Apache Cheat Sheet](http://www.cheat-sheets.org/saved-copy/apache-refcard-a4.pdf) 880 | 881 | - ### API 882 | 883 | - #### Design 884 | 885 | - **Guidelines and Best Practices** 886 | - ✅ [Zalando RESTful API and Event Guidelines](https://opensource.zalando.com/restful-api-guidelines/) 887 | - [Microsoft REST API Guidelines](https://github.com/microsoft/api-guidelines) 888 | 889 | - #### Security 890 | 891 | - **Checklist** 892 | - [API Security Checklist](https://github.com/bobycloud/API-Security-Checklist/blob/master/README-en.md) 893 | 894 | - ### Reliability 895 | 896 | - **Book** 897 | - ✅ [Building Secure and Reliable Systems: Best Practices for Designing, Implementing, and Maintaining Systems](https://www.amazon.com/Building-Secure-Reliable-Systems-Implementing/dp/1492083127) 898 | - [Site Reliability Engineering: How Google Runs Production Systems](https://www.amazon.com/Site-Reliability-Engineering-Production-Systems/dp/149192912X) 899 | - [The Site Reliability Workbook: Practical Ways to Implement SRE](https://www.amazon.com/Site-Reliability-Workbook-Practical-Implement/dp/1492029505) 900 | - [Chaos Engineering: System Resiliency in Practice](https://www.amazon.com/Chaos-Engineering-System-Resiliency-Practice/dp/1492043869) 901 | 902 | - ### Distributed Systems 903 | 904 | - **Book** 905 | - [Distributed Systems: Principles and Paradigms](https://www.amazon.nl/-/en/Maarten-Van-Steen/dp/153028175X) 906 | - [Scalability Patterns: Best Practices for Designing High Volume Websites](https://www.amazon.com/Scalability-Patterns-Practices-Designing-Websites/dp/1484210743) 907 | - [Distributed Computing with Python](https://www.oreilly.com/library/view/distributed-computing-with/9781785889691/) 908 | 909 | - ### Reactive Systems 910 | 911 | - **Book** 912 | - [Reactive Microservices Architecture](https://www.oreilly.com/library/view/reactive-microservices-architecture/9781491975664/) 913 | - [Hands-On Reactive Programming with Python: Event-driven development unraveled with RxPY](https://www.amazon.nl/Hands-Reactive-Programming-Python-Event-driven/dp/1789138728) 914 | - [Reactive Application Development](https://www.manning.com/books/reactive-application-development) 915 | 916 | - ### Refactoring 917 | 918 | - **Book** 919 | - ✅ [Refactoring: Improving the Design of Existing Code](https://www.amazon.com/Refactoring-Improving-Design-Existing-Code/dp/0201485672) 920 | - [Software Architecture: The Hard Parts: Modern Tradeoff Analysis for Distributed Architectures](https://www.amazon.nl/Software-Architecture-Distributed-Architectures-Trade-Off/dp/1492086894/) 921 | 922 | - **Platform** 923 | - ✅ [Refactoring.guru](https://refactoring.guru/refactoring) 924 | 925 | - **Video** 926 | - [Dive Into Refactoring](https://refactoring.guru/refactoring/course) 927 | 928 | - ### Security 929 | 930 | - **Book** 931 | - [The Web Application Hacker's Handbook](https://www.amazon.com/Web-Application-Hackers-Handbook-Exploiting/dp/1118026470) 932 | - [Application_Security_Program_Handbook - a guide for software engineers](https://www.mysterylovescompany.com/book/9781633439818) 933 | - [Designing secure software - a guide for devlopers](https://www.amazon.com/Designing-Secure-Software-Guide-Developers/dp/1718501927) 934 | - [Hacking APIs Breaking Web Application Programming Interfaces](https://www.amazon.com/Hacking-APIs-Application-Programming-Interfaces/dp/1718502443) 935 | - [Web Application Security Exploitation and Countermeasures for Modern Web Applications](https://www.amazon.com/Web-Application-Security-Exploitation-Countermeasures/dp/1492053112) 936 | - [Web Security for Developers: Real Threats, Practical Defense](https://www.amazon.com/Web-Security-Developers-Malcolm-McDonald/dp/1593279949) 937 | - [Mastering Modern Web Penetration Testing](https://www.amazon.com/Mastering-Modern-Web-Penetration-Testing/dp/1785284584) 938 | 939 | - **WebSite** 940 | - [OWASP Top 10](https://owasp.org/www-project-top-ten/) 941 | - [OWASP Top 10 for Web with live training](https://application.security/free/owasp-top-10) 942 | - [SANS SWAT Checklist](https://www.sans.org/cloud-security/securing-web-application-technologies/) 943 | 944 | - ### Monitoring 945 | 946 | - **Article** 947 | - [log vs metric vs trace](https://microsoft.github.io/code-with-engineering-playbook/observability/log-vs-metric-vs-trace/) 948 | - [things to know about observability mechanisms](https://medium.com/@surfd1001/things-to-know-about-observability-mechanisms-a52876e421c7) 949 | - [The 3 pillars of observability: Logs, metrics and traces](https://www.techtarget.com/searchitoperations/tip/The-3-pillars-of-observability-Logs-metrics-and-traces) 950 | - [ 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) 951 | 952 | - ### Soft Skill 953 | 954 | - **Book** 955 | - [The Clean Coder: A Code of Conduct for Professional Programmers](https://www.amazon.com/Clean-Coder-Conduct-Professional-Programmers/dp/0137081073) 956 | - [No Hard Feelings](https://www.amazon.com/No-Hard-Feelings-Emotions-Succeed/dp/0241328705) 957 | 958 | - ### Public Cloud 959 | 960 | - **Book** 961 | - [AWS Certified Solutions Architect Study Guide with 900 Practice Test Questions: Associate (SAA-C03)](https://www.amazon.nl/Certified-Solutions-Architect-Practice-Questions/dp/1119982626) 962 | - [Cloud Native Python](https://www.oreilly.com/library/view/cloud-native-python/9781787129313/) 963 | 964 | - **Course** 965 | - [Learn AWS Automation with Boto3, Python, and Lambda Functions](https://www.packtpub.com/product/learn-aws-automation-with-boto3-python-and-lambda-functions-video/9781803245317) 966 | 967 | - ### IoT 968 | 969 | - #### Protocol 970 | - [Practical MQTT with Steve](http://www.steves-internet-guide.com/) 971 | --------------------------------------------------------------------------------