{"id":18290830,"url":"https://github.com/debrajhyper/topic_learning_resources","last_synced_at":"2025-04-05T10:30:52.899Z","repository":{"id":44499688,"uuid":"412882211","full_name":"debrajhyper/Topic_Learning_Resources","owner":"debrajhyper","description":"It's an all-one repository to get all free tech topics learning resources. 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align=\"center\"\u003e\n\n# Topic Learning Resources [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/debrajhyper)\n\n\u003c/div\u003e\n\u003cdiv align=\"center\"\u003e\n\n[![Issues](https://img.shields.io/github/issues/debrajhyper/Topic_Learning_Resources?color=brightgreen)](https://github.com/debrajhyper/Topic_Learning_Resources/issues)\n[![Pull requests](https://img.shields.io/github/issues-pr/debrajhyper/Topic_Learning_Resources?color=brigthgreen)](https://github.com/debrajhyper/Topic_Learning_Resources/pulls)\n![forks](https://img.shields.io/github/forks/debrajhyper/Topic_Learning_Resources)\n![stars](https://img.shields.io/github/stars/debrajhyper/Topic_Learning_Resources)\n![license](https://img.shields.io/github/license/debrajhyper/Topic_Learning_Resources?color=orange)\n\n\u003c/div\u003e\n\nThis is an awesome project about various Learning resources. 📚\n\nResources are added frequently! ⚡\n\nEnjoy!\n\nIf you like this repo, be sure to ⭐ it.\n\nPlease read [`contributing guidelines`](./CONTRIBUTING.md) before submitting new resources.\n\n## Table of Contents\n\n- [📃 Documentations Resources](#-documentations)\n    - [📜 Official Documentations](#-official-documentations)\n    - [📱 Android Documentations](#-android-documentations)\n    - [🌊 Frontend Documentations](#-frontend-documentations)\n    - [⚡ Frontend Frameworks/Library Documentations](#-frontend-frameworkslibrary-documentations)\n    - [☁️ Cloud Computing Documentations](#-cloud-computing-documentations)\n    - [🔁 Git \u0026 Github Documentations](#-git--github-documentations)\n    - [🎭 CyberSecurity Tools Documentations](#-cybersecurity-tools-documentations)\n    - [⛓ Blockchain Documentations](#-blockchain-documentations)\n    - [📟 Programming Languages Documentations](#-programming-languages-documentations)\n    - [👨🏻‍💻 Competitive Programming Documentations](#-competitive-programming-documentations)\n    - [🎯 Open Source Documentations](#-open-source-documentations)\n    - [🔐 DevRel Documentations](#-devrel-documentations)\n    - [💥 Miscellaneous Documentations](#-miscellaneous-documentations)\n- [💻 Video/Playlist Resources](#-videoplaylist)\n    - [🧩 Block Programming](#-block-programming)\n    - [💡 Artificial Intelligence](#-artificial-intelligence)\n    - [📈 Data Science](#-data-science)\n    - [🤖 Machine Learning](#-machine-learning)\n    - [📱 Android Development](#-android-development)\n    - [✒️ UI Development](#%EF%B8%8F-ui-development)\n    - [🌊 Frontend Development](#-frontend-development)\n    - [⚡ Frontend Frameworks/Library](#-frontend-frameworkslibrary)\n    - [🔥 Backend Development](#-backend-development)\n    - [🌀 Backend Frameworks/Library](#-backend-frameworkslibrary)\n    - [📂 Database](#-database)\n    - [🦄 Full Stack Development](#-full-stack-development)\n    - [☁ Cloud Computing](#-cloud-computing)\n    - [🎭 CyberSecurity Tools](#-cybersecurity-tools)\n    - [⛓ Blockchain Development](#-blockchain-development)\n    - [📟 Programming Languages](#-programming-languages)\n    - [🎓 DSA](#-dsa)\n    - [👨🏻‍💻 Competitive Programming](#-competitive-programming)\n    - [System Design](#-system-design)\n    - [🎯 Open Source](#-open-source)\n    - [🔐 DevRel](#-devrel)\n    - [💥 Miscellaneous](#-miscellaneous)\n    \n\u003cbr/\u003e\n\n# 📃 Documentations\n\n## 📜 Official Documentations\n- 📱 Android Development :\n    - [Guide](https://developer.android.com/guide)\n    - [Developers](https://developer.android.com/courses)\n- 🌊 Frontend Development :\n    - [SASS](https://sass-lang.com/documentation)\n    - [Webpack](https://webpack.js.org)\n- ⚡ Frontend Frameworks/Library :\n    - [Ethers JS](https://docs.ethers.io/v5)\n    - [Tailwind CSS](https://tailwindcss.com)\n    - [Chakra UI](https://chakra-ui.com/getting-started)\n    - [Angular](https://angular.io)\n    - [Vue JS](https://vuejs.org)\n    - [React JS](https://beta.reactjs.org)\n    - [Next JS](https://nextjs.org)\n    - [Svelte](https://svelte.dev)\n- 🌀 Backend Frameworks/Library :\n    - [Flask](https://flask.palletsprojects.com)\n    - [Jinja](https://jinja.palletsprojects.com)\n    - [Django](https://docs.djangoproject.com/en/4.1)\n    - [FastAPI](https://fastapi.tiangolo.com)\n- ⛓ Blockchain Development :\n    - [Ethereum Development](https://ethereum.org/en/developers/docs)\n- 📟 Programming Languages :\n    - [C#](https://learn.microsoft.com/en-us/dotnet/csharp)\n    - [GoLang](https://go.dev/doc)\n    - [Kotlin](https://kotlinlang.org/docs/home.html)\n    - [OCaml](https://v2.ocaml.org/docs)\n    - [PHP](https://www.php.net/manual/en/index.php)\n    - [Rust](https://rust-lang.org/learn)\n    - [Perl](https://perldoc.perl.org)\n    - [TypeScript](https://www.typescriptlang.org/docs/handbook/2/basic-types.html)\n\n\n## 📱 Android Documentations\n- [Android Guids](https://github.com/codepath/android_guides/wiki)\n- [Codelabs (Google)](https://codelabs.developers.google.com/?cat=android\u0026product=android)\n- [Jetpack Compose](https://foso.github.io/Jetpack-Compose-Playground)\n- Flutter : \n    - [Freecodecamp](https://www.freecodecamp.org/news/learn-flutter-full-course)\n    - [Angela Yu Flutter Course](https://freecoursesite.com/the-complete-flutter-development-bootcamp-with-dart-13)\n    - [FlutterDevs](https://medium.flutterdevs.com)\n    - [Fireship](https://fireship.io)\n    - [FilledStacks](https://www.filledstacks.com)\n- Kotlin :\n    - [Udacity (Kotlin)](https://www.udacity.com/course/developing-android-apps-with-kotlin--ud9012)\n    - [Kotlin for Android](https://developer.android.com/kotlin/campaign/learn)\n    - [W3Schools](https://www.w3schools.com/KOTLIN/index.php)\n\n\n## 🌊 Frontend Documentations\n- HTML :\n    - [W3Schools](https://www.w3schools.com/html)\n    - [TutorialsPoint](https://tutorialspoint.com/html/html_tutorial.pdf)\n    - [Freecodecamp](https://www.freecodecamp.org/news/learn-html-beginners-course)\n    - `Bonus :`\n        - [HTML Cheat Sheet](https://htmlcheatsheet.com)\n- CSS :\n    - [CSS Animated Tutorial](https://joshwcomeau.com/tutorials/css)\n    - [Scrimba](https://scrimba.com/learn/introtocss)\n    - [W3Schools](https://w3schools.com/css)\n    - [Web.Dev](https://web.dev/learn/css)\n    - [Visual Guide](https://cssreference.io)\n    - [Flexbox through game](https://flexboxfroggy.com)\n    - [Grid through game](https://cssgridgarden.com)\n    - `Bonus :`\n        - [CSS Flexbox](https://flexbox.malven.co)\n        - [CSS Grid](https://grid.malven.co)\n        - [CSS Tricks](https://css-tricks.com)\n        - [Loading Animation](https://loading.io)\n        \n- HTML/CSS :\n    - [Learn-HTML](https://learn-html.org)\n    - [FreecodeCamp responsive web design certification](https://freecodecamp.org/learn/responsive-web-design)\n    - [The Odin Project](https://www.theodinproject.com/paths/foundations/courses/foundations)\n    - [Udemy Course](https://udemy.com/course/web-development-learn-by-doing-html5-css3-from-scratch-introductory/?LSNPUBID=JVFxdTr9V80\u0026ranEAID=JVFxdTr9V80\u0026ranMID=39197\u0026ranSiteID=JVFxdTr9V80-.kQm3jmcBuCh.MiOQl7t4Q\u0026utm_medium=udemyads\u0026utm_source=aff-campaign)\n\n- JavaScript :\n    - [FreecodeCamp JavaScript Algorithms and Data Structures certification](https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures/)\n    - [JavaScript Exercises (Beginner)](https://asmarterwaytolearn.com/js/index-of-exercises)\n    - [JavaScript (Advance)](https://edureka.co/blog/advanced-javascript-tutorial)\n    - [JS for Cats](https://jsforcats.com)\n    - [JavaScript Basics](https://developer.mozilla.org/en-US/docs/Learn/Getting_started_with_the_web/JavaScript_basics)\n    - [JavaScript Info](https://javascript.info)\n    - [Javascript Tutorail From Scrimba](https://scrimba.com/learn/learnjavascript)\n    - [The odin project](https://www.theodinproject.com/paths/foundations/courses/foundations)\n    - [MDN Docs](https://developer.mozilla.org/en-US/docs/Web/JavaScript)\n    \n- SASS :\n    - [W3Schools](https://w3schools.com/sass)\n    - [javatpoint](https://www.javatpoint.com/sass-tutorial)\n    \n- Webpack :\n    - [Codeinwp](https://www.codeinwp.com/blog/webpack-tutorial-for-beginners)\n\n\n## ⚡ Frontend Frameworks/Library Documentations\n- Bootstrap 4 :\n    - [Scrimba](https://scrimba.com/learn/bootstrap4)\n- Bulma : \n    - [openbase](https://openbase.io/js/bulma/tutorials)\n- Angular (beginner) : \n    - [TekTutorialsHub](https://www.tektutorialshub.com/angular-tutorial)\n - Vue Js:\n    - [Vue Mstery](https://www.vuemastery.com)\n    - [Mini-curso Vue Evolution](https://evolutio.io/curso/minicurso_vuejs)\n    - [Learn Vue.co](https://learnvue.co/tutorials/template-refs)\n\n## ☁️ Cloud Computing Documentations\n- AWS :\n    - [AWS Ramp-Up Guide: Architect](https://d1.awsstatic.com/training-and-certification/ramp-up_guides/Ramp-Up_Guide_Architect.pdf)\n    - [AWS Whitepapers + Well architected Framework + FAQs](https://aws.amazon.com/certification/certified-solutions-architect-associate/)\n\n\n## 🔁 Git \u0026 Github Documentations\n- [Udacity](https://www.udacity.com/course/version-control-with-git--ud123)\n- [Git Branching Game](https://learngitbranching.js.org)\n- `Bonus :`\n    - [Git Cheatsheet](https://education.github.com/git-cheat-sheet-education.pdf)\n    \n    \n## 🎭 CyberSecurity Tools Documentations\n- [Gophish](https://getgophish.com/documentation/)\n- [tcpdump](https://www.tcpdump.org/index.html#documentation)\n- [Wireshark](https://www.wireshark.org/docs/)\n- [Kali Linux](https://www.kali.org/docs/)\n- [Metasploit](https://docs.metasploit.com/)\n- [Nmap](https://nmap.org/docs.html)\n- [Nikto](https://www.kali.org/tools/nikto/)\n- [Tor Browser](https://2019.www.torproject.org/docs/documentation.html.en)\n\n\n## ⛓ Blockchain Documentations\n- Learn the basics\n    - [Mastering Ethereum](https://github.com/ethereumbook/ethereumbook)\n    - [Build by participating at Ethereum hackathons](https://ethglobal.com)\n    - [Contribute to Gitcoin projects](https://gitcoin.co)\n    - [Stay up to date with the latest Ethereum development](https://weekinethereumnews.com/)\n- Ethereum\n    - [Freecodecamp](https://www.freecodecamp.org/news/full-stack-ethereum-development)\n    - [Collection of resources about all things related to Ethereum](https://github.com/Scanate/EthList) (this list is awesome but a little overwhelming)\n    - [Paradigm blog posts](https://www.paradigm.xyz)\n    - [Paradigm blog posts](https://www.paradigm.xyz)\n    - [Yellow paper](https://ethereum.github.io/yellowpaper/paper.pdf) (understand the white paper before attempting to read the yellow paper)\n- Defi\n    - [DeFi Roadmap](https://github.com/OffcierCia/DeFi-Developer-Road-Map)\n- Learning about DeFi Protocols\n    - [Uniswap whitepaper](https://hackmd.io/@HaydenAdams/HJ9jLsfTz?type=view)\n    - [Uniswap V1](https://docs.uniswap.org/protocol/V1/introduction)\n    - [Uniswap V2](https://uniswap.org/whitepaper.pdf)\n    - [Uniswap V3](https://uniswap.org/whitepaper-v3.pdf)\n    - [Compound](https://compound.finance/docs)\n    - [Aave](https://docs.aave.com/developers/)\n- Smart Contracts Development (must read)\n    - [Cryptozombies](https://cryptozombies.io/)\n    - [OpenZeppelin contracts](https://docs.openzeppelin.com/contracts/4.x/)\n    - [Solidity](https://docs.soliditylang.org/en/v0.8.9/)\n- Cairo\n    - [The most complete Cairo reference with tutorials and exercises](https://www.cairo-lang.org/docs/)\n    - [Practical approach to Cairo](https://perama-v.github.io/cairo/by-example/)\n    - [White paper](https://eprint.iacr.org/2021/1063.pdf (optional, but gives deeper understanding)\n    - [OpenZeppelin contracts](https://github.com/OpenZeppelin/cairo-contracts/)\n- MEV\n    - [Flash Boys 2.0](https://arxiv.org/abs/1904.05234)\n    - [Flashbots](https://github.com/flashbots/pm)\n    - [Ethereum is a Dark Forest](https://medium.com/@danrobinson/ethereum-is-a-dark-forest-ecc5f0505dff)\n- Build Blockchain Based Projects\n    - [Buildspace](https://buildspace.so/)\n    - [LearnWeb3](https://learnweb3.io/)\n\n\n## 📟 Programming Languages Documentations\n- GoLang :\n    - [Go by Example (Hands-on introduction to Go)](https://gobyexample.com)\n    - [Learn Go](https://www.learn-golang.org)\n    - [Explore Golang ](https://go.dev/doc/)\n    - [Go all important concepts](https://devdocs.io/go/)\n- PHP :\n    - [The Right Way](https://phptherightway.com)\n    - [W3Schools](https://www.w3schools.com/php)\n- Python :\n    - [FreecodeCamp (Scientific Computing with Python)](https://freecodecamp.org/learn/scientific-computing-with-python)\n    - [Python for everybody (Dr. Chuck)](https://py4e.com)\n    - [Python Blog series (Aatmaj)](https://dev.to/aatmaj/series/13315)\n    - [Python Blog Series (Real Python)](https://realpython.com/python-basics)\n- Ruby : \n    - [Codecademy (Beginner)](https://codecademy.com/learn/learn-ruby)\n- JavaScript :\n    - [FreecodeCamp (JavaScript Algorithms and Data Structures)](https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures)\n    - [Edureka (JavaScript Advance)](https://edureka.co/blog/advanced-javascript-tutorial)\n    - [JS for Cats](https://jsforcats.com)\n    - [MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/Getting_started_with_the_web/JavaScript_basics)\n    - [JavaScript Info](https://javascript.info)\n    - [Scrimba](https://scrimba.com/learn/learnjavascript)\n    - [The odin project](https://www.theodinproject.com)\n    - `Bonus :`\n        - [30 Day Vanilla JS Coding Challenge](https://javascript30.com)\n- Java :\n    - [w3 schools](https://www.w3schools.com/java/default.asp)\n    - [GeeksForGeeks](https://www.geeksforgeeks.org/java/)\n    - [Java Bootcamp (Kunal Kushwaha)](https://github.com/kunal-kushwaha/DSA-Bootcamp-Java)\n    - [JavaTpoint](https://www.javatpoint.com/java-tutorial)\n    - `Bonus :`\n        - [Java-Projects-For-Beginners](https://github.com/KrishGaur1354/Java-Projects-for-Beginners)\n- SQL :\n    - [SQLZOO](https://sqlzoo.net/wiki/SQL_Tutorial)\n    - [SQL Easy (places to test the code)](https://www.sql-easy.com)\n    - [Exercises to practice](https://sqlbolt.com)\n    - [SQL Tutorial for Beginners](https://www.programiz.com/sql)\n    - `Bonus :`\n        - [Discover who is the murder with SQL](https://mystery.knightlab.com/)\n\n\n## 👨🏻‍💻 Competitive Programming Documentations\n- Programming Contests and Practice\n    - [CList](https://clist.by)\n    - [CodeForces](https://codeforces.com)\n    - [CodeChef](https://www.codechef.com)\n    - [TopCoder](https://www.topcoder.com)\n    - [AtCoder](https://atcoder.jp)\n    - [Hackerrank](https://www.hackerrank.com)\n    - [HackerEarth](https://www.hackerearth.com)\n    - [Google Kickstart](https://codingcompetitions.withgoogle.com/kickstart)\n    - [Google Code Jam](https://codingcompetitions.withgoogle.com/codejam)\n    - [ICPC Global](https://icpc.global)\n    - [LeetCode](https://leetcode.com)\n    - [GeeksForGeeks](https://www.geeksforgeeks.org)\n    - [A2OJ ladder (Practice)](https://earthshakira.github.io/a2oj-clientside/server/Ladders.html)\n    - [Work@Tech](https://workat.tech/problem-solving/practice)\n    - [Tech Interview Handbook](https://www.techinterviewhandbook.org/grind75)\n    - [LintCode](https://www.lintcode.com/problem/?typeId=4)\n    - [Meta Hackercup](https://www.facebook.com/codingcompetitions/hacker-cup)\n    - [CSES ProblemSet](https://cses.fi/)\n    - [Timus Online Judge](https://acm.timus.ru/)\n    - [Project Euler](https://projecteuler.net/archives)\n    - [SPOJ](https://www.spoj.com/)\n    - [Uva Online Judge](https://onlinejudge.org/)\n- Resources For CP\n    - [CP Handbook (pdf)](https://cses.fi/book.pdf)\n    - [CP Algorithms](https://cp-algorithms.com)\n    - [Usaco Guide](https://usaco.guide)\n    - [Guide to the Programming Contests -by Nite Nimajneb](http://comscigate.com/Books/contests/icpc.pdf)\n    - GeeksForGeeks : \n        - [Complete Guide](https://www.geeksforgeeks.org/competitive-programming-a-complete-guide)\n        - [Data Structures](https://www.geeksforgeeks.org/data-structures)\n    - [CodeForces Edu](https://codeforces.com/edu/courses)\n    - [C++ Tips and Tricks](https://codeforces.com/blog/entry/74684)\n    - [Roadmap](https://workat.tech/problem-solving/article/competitive-programming-complete-roadmap-from-scratch-sbcrmnxb1sfg)\n    - List of other useful resources : \n        - [Codeforces](https://codeforces.com/blog/entry/91363)\n        - [Codeforces](https://codeforces.com/blog/entry/57282)\n        - [Codeforces](https://codeforces.com/blog/entry/13529)\n        - [Handbook](https://cses.fi/book/book.pdf)\n        - [Open Courses](https://github.com/prakhar1989/awesome-courses#algorithms)\n        - [Good Tutorials on Codeforces](https://codeforces.com/blog/entry/57282)\n\n\n## 🎯 Open Source Documentations\n- What is Open Source\n    - [Resource 1](https://opensource.com/resources/what-open-source)\n    - [Resource 2](https://www.redhat.com/en/topics/open-source/what-is-open-source)\n    - [Resource 3](https://en.wikipedia.org/wiki/Open-source_software)\n    - [Open source guide](https://opensource.guide/)\n- Getting started\n    - [How to Contribute to Open Source Projects – beginner friendly](https://www.freecodecamp.org/news/how-to-contribute-to-open-source-projects-beginners-guide/)\n    - [14 Ways to Contribute to Open Source without Being a Programming Genius or a Rock Star](https://smartbear.com/blog/14-ways-to-contribute-to-open-source-without-being/)\n- Learning Git (version control system)\n    - [Git documentation](https://git-scm.com/doc)\n- Creating your first open source project\n    - [Creating a repo](https://docs.github.com/en/get-started/quickstart/create-a-repo)\n    - [How to Start an Open Source Project on GitHub](https://www.freecodecamp.org/news/how-to-start-an-open-source-project-on-github-tips-from-building-my-trending-repo/)\n    - [Starting an Open Source Project](https://opensource.guide/starting-a-project/)\n- Contributing to open source projects\n    - [How to Contribute to Open Source](https://opensource.guide/how-to-contribute/)\n    - [How to contribute to and maintain open source projects with GitHub](https://www.oswc.is/search-projects)\n- 25+ paid open source programs and internships\n    - [Resource 1](https://blog.commclassroom.org/25-paid-open-source-programs-and-internships)\n- Learning open source values \u0026 ethics\n    - [Ethics for open source  values and ethics](https://training.linuxfoundation.org/training/ethics-for-open-source-development-lfc104/)\n    \n    \n## 🔐 DevRel Documentations\n- All about DevRel\n    - [Resource 1](https://devrel.co/about/)\n- [Articles and Blogs](https://www.commonroom.io/)\n- Participate in community events(Twitter spaces, community hangouts, etc)\n- Personal Branding\n    - [How to Build a Personal Brand for Your Tech Career](https://careerfoundry.com/en/blog/career-change/personal-branding/)\n    - [Helping you to build your Personal Brand in Tech](https://dev.to/vinzvinci/helping-you-to-build-your-personal-brand-in-tech-35df)\n- [25+ paid open source programs and internships](https://blog.commclassroom.org/25-paid-open-source-programs-and-internships)\n\n\n## 💥 Miscellaneous Documentations\n- [DevTools](https://developer.mozilla.org/en-US/docs/Learn/Common_questions/What_are_browser_developer_tools)\n- [PWA](https://developers.google.com/web/progressive-web-apps)\n  \n## 💣 DevOps Documentation\n- [Roadmap](https://roadmap.sh/devops)\n\n# 💻 Video/Playlist\n\n## 🧩 Block Programming\n\n| TOPIC            | SOURCE NAME      | LINK                                       |\n| ---------------- | ---------------- |------------------------------------------- |\n| Scratch          | CS50             | [click here](https://youtu.be/YoXxevp1WRQ) |\n| MIT-APP Inventor | Coding Blocks Jr | [click here](https://youtu.be/HbIX_l2FWi8) |\n\n## 💡 Artificial Intelligence\n\n| TOPIC                                                | SOURCE NAME                | LINK                                                                                                                                                                                                                                                                                         |\n| ---------------------------------------------------- | -------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| AI Basics                                            | CS50                       | [click here](https://youtu.be/eey91kzfOZs)                                                                                                                                                                                                                                                   |\n| AI Engineering                                       | IBM - Coursera             | [click here](https://www.coursera.org/professional-certificates/ai-engineer)                                                                                                                                                                                                                 |\n| Applied AI                                           | IBM - Coursera             | [click here](https://www.coursera.org/professional-certificates/applied-artifical-intelligence-ibm-watson-ai)                                                                                                                                                                                |\n| Artificial Intelligence for Robotics                 | Udacity                    | [click here](https://www.udacity.com/course/artificial-intelligence-for-robotics--cs373?irclickid=U8xQkT0t0xyIRBRyHvWLR34PUkBXCyzXEzo7z80\u0026irgwc=1\u0026utm_source=affiliate\u0026utm_medium=\u0026aff=259799\u0026utm_term=\u0026utm_campaign=_gtc_search_\u0026utm_content=\u0026adid=788805)                                  |\n| Convolutional Neural Networks for Visual Recognition | Stanford - YouTube         | [click here](https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv)                                                                                                                                                                                                       |\n| Deep Learning Specialization                         | DeepLearning.AI - Coursera | [click here](https://www.coursera.org/specializations/deep-learning)                                                                                                                                                                                                                         |\n| Intro to Artificial Intelligence                     | Udacity                    | [click here](https://www.udacity.com/course/intro-to-artificial-intelligence--cs271?utm_medium=referral\u0026utm_campaign=api\u0026irclickid=U8xQkT0t0xyIRBRyHvWLR34PUkBXCyxOEzo7z80\u0026irgwc=1\u0026utm_source=affiliate\u0026utm_medium=\u0026aff=259799\u0026utm_term=\u0026utm_campaign=_gtc_search_\u0026utm_content=\u0026adid=788805) |\n\n## 📈 Data Science\n\n| TOPIC                                                     | SOURCE NAME | LINK                                                                                                                                                                                                                                                                                         |\n| --------------------------------------------------------- | ----------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| Intro to Data Science                                     | Udacity     | [click here](https://www.udacity.com/course/intro-to-data-science--ud359?irclickid=U8xQkT0t0xyIRBRyHvWLR34PUkBSX%3A3ROwUAzM0\u0026irgwc=1\u0026utm_source=affiliate\u0026utm_medium=\u0026aff=2406137\u0026utm_term=\u0026utm_campaign=__\u0026utm_content=\u0026adid=786224)                                                        |\n| IBM Data Science Professional Certificate                 | Coursera    | [click here](https://www.coursera.org/professional-certificates/ibm-data-science?)                                                                                                                                                                                                           |\n| Foundations of Data Science: K-Means Clustering in Python | Coursera    | [click here](https://www.coursera.org/learn/data-science-k-means-clustering-python?ranMID=40328\u0026ranEAID=Vrr1tRSwXGM\u0026ranSiteID=Vrr1tRSwXGM-yZZpNMHQWy10JC0CCT9abw\u0026siteID=Vrr1tRSwXGM-yZZpNMHQWy10JC0CCT9abw\u0026utm_content=10\u0026utm_medium=partners\u0026utm_source=linkshare\u0026utm_campaign=Vrr1tRSwXGM) |\n| Bayesian Statistics: From Concept to Data Analysis        | Coursera    | [click here](https://www.coursera.org/learn/bayesian-statistics?ranMID=40328\u0026ranEAID=Vrr1tRSwXGM\u0026ranSiteID=Vrr1tRSwXGM-YX1cIkk6qIfolEUBTAYszg\u0026siteID=Vrr1tRSwXGM-YX1cIkk6qIfolEUBTAYszg\u0026utm_content=10\u0026utm_medium=partners\u0026utm_source=linkshare\u0026utm_campaign=Vrr1tRSwXGM)                    |\n| Process Mining: Data science in Action                    | Coursera    | [click here](https://www.coursera.org/learn/process-mining?ranMID=40328\u0026ranEAID=Vrr1tRSwXGM\u0026ranSiteID=Vrr1tRSwXGM-H5LHsnuxkpXkYu0WYISbgg\u0026siteID=Vrr1tRSwXGM-H5LHsnuxkpXkYu0WYISbgg\u0026utm_content=10\u0026utm_medium=partners\u0026utm_source=linkshare\u0026utm_campaign=Vrr1tRSwXGM)                         |\n| Probability and Statistics: To p or not to p?             | Coursera    | [click here](https://www.coursera.org/learn/probability-statistics?ranMID=40328\u0026ranEAID=Vrr1tRSwXGM\u0026ranSiteID=Vrr1tRSwXGM-cIxdZ2YiHhlxp7gXDVD3dw\u0026siteID=Vrr1tRSwXGM-cIxdZ2YiHhlxp7gXDVD3dw\u0026utm_content=10\u0026utm_medium=partners\u0026utm_source=linkshare\u0026utm_campaign=Vrr1tRSwXGM)                 |\n| Linear Algebra Refresher Course                           | Udacity     | [click here](https://www.udacity.com/course/linear-algebra-refresher-course--ud953?irclickid=U8xQkT0t0xyIRBRyHvWLR34PUkBSX%3ARxOwUAzM0\u0026irgwc=1\u0026utm_source=affiliate\u0026utm_medium=\u0026aff=2406137\u0026utm_term=\u0026utm_campaign=__\u0026utm_content=\u0026adid=786224)                                              |\n| Statistics Fundamentals                                   | StatQuest   | [click here](https://www.youtube.com/playlist?list=PLblh5JKOoLUK0FLuzwntyYI10UQFUhsY9)                                                                                                                                                                                                       |\n\n## 🤖 Machine Learning\n\n| TOPIC                                                     | SOURCE NAME                   | LINK                                                                                                                                                                                                                                                                   |\n| --------------------------------------------------------- | ----------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| Data Science, Machine Learning, Data Analysis, Python \u0026 R | Udemy                         | [click here](https://www.udemy.com/course/data-science-machine-learning-data-analysis-python-r/?ranMID=39197\u0026ranEAID=Vrr1tRSwXGM\u0026ranSiteID=Vrr1tRSwXGM-L568tmz9IBoJNloTuAYouA\u0026LSNPUBID=Vrr1tRSwXGM\u0026utm_source=aff-campaign\u0026utm_medium=udemyads)                        |\n| Data Science: Machine Learning                            | Harvard university            | [click here](https://www.edx.org/course/data-science-machine-learning?source=aw\u0026awc=6798_1633798073_b437c9898e15c64b9410fecfc721916d\u0026utm_source=aw\u0026utm_medium=affiliate_partner\u0026utm_content=text-link\u0026utm_term=790615_MLTUT)                                           |\n| Machine Learning                                          | Stanford - Coursera           | [click here](https://www.coursera.org/learn/machine-learning?ranMID=40328\u0026ranEAID=Vrr1tRSwXGM\u0026ranSiteID=Vrr1tRSwXGM-MPCMRv8a9L4GHhfpQG8_7A\u0026siteID=Vrr1tRSwXGM-MPCMRv8a9L4GHhfpQG8_7A\u0026utm_content=10\u0026utm_medium=partners\u0026utm_source=linkshare\u0026utm_campaign=Vrr1tRSwXGM) |\n| Machine Learning Crash Course                             | Google Developer Student Club | [click here](https://developers.google.com/machine-learning/crash-course/ml-intro)                                                                                                                                                                                     |\n| Python Crash Course for Data Science and Machine Learning | Udemy                         | [click here](https://www.udemy.com/course/python-crash-course-for-data-science-and-machine-learning/?ranMID=39197\u0026ranEAID=Vrr1tRSwXGM\u0026ranSiteID=Vrr1tRSwXGM-FHQDALViz5JD74D6YRr0Rw\u0026LSNPUBID=Vrr1tRSwXGM\u0026utm_source=aff-campaign\u0026utm_medium=udemyads)                   |\n\n## 📱 Android Development\n\n| TOPIC                      | SOURCE NAME    | LINK                                                                                              |\n| -------------------------- | -------------- | ------------------------------------------------------------------------------------------------- |\n| Flutter (Beginner)         | Johannes Milke | [click here](https://www.youtube.com/watch?v=g8Y1Eqa4pbc\u0026list=PL1WkZqhlAdC_Tr3GFYq3W0KYfX49_FiNA) |\n| Android (Basic to Advance) | Udacity        | [click here](https://www.udacity.com/course/developing-android-apps-with-kotlin--ud9012)          |\n\n## ✒️ UI Development\n\n| TOPIC                          | SOURCE NAME    | LINK                                                                               |\n| ------------------------------ | -------------- | ---------------------------------------------------------------------------------- |\n| Adobe XD (Beginner to Advance) | Pelfizz Studio | [click here](https://youtube.com/playlist?list=PLuRPummNMvIN43IBo1EltezV2ngqYz5T6) |\n| Figma (Beginner to Advance)    | Pelfizz Studio | [click here](https://youtube.com/playlist?list=PLuRPummNMvINdAbI_WT7R5vdjcyRPeRiq) |\n| Adobe Illustrator (Beginner)   | GFXMentor      | [click here](https://youtube.com/playlist?list=PLW-zSkCnZ-gCq0DjkzY-YapCBEk0lA6lR) |\n| React Material UI (Beginner)   | Codevolution   | [click here](https://youtube.com/playlist?list=PLC3y8-rFHvwh-K9mDlrrcDywl7CeVL2rO) |\n| Sketch (Beginner)              | LearnUX.io     | [click here](https://learnux.io/course/sketch) |\n\n\n## 🌊 Frontend Development\n\n| TOPIC                              | SOURCE NAME           | LINK                                                                                   |\n| ---------------------------------- | --------------------- | -------------------------------------------------------------------------------------- |\n| HTML                               | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=pQN-pnXPaVg)                              |\n| HTML (Beginner)                    | Programming with Mosh | [click here](https://www.youtube.com/watch?v=qz0aGYrrlhU\u0026t=344s)                       |\n| HTML Canvas                        | Udacity               | [click here](https://www.udacity.com/course/html5-canvas--ud292)                       |\n| CSS (Beginner)                     | Traversy Media        | [click here](https://www.youtube.com/watch?v=yfoY53QXEnI)                              |\n| HTML/CSS From scratch              | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=mU6anWqZJcc)                              |\n| HTML/CSS/Javascript (Beginners)    | CodeWithHarry         | [click here](https://youtube.com/playlist?list=PLu0W_9lII9agiCUZYRsvtGTXdxkzPyItg)     |\n| Frontend web developer Bootcamp    | FreeCodeCamp          | [click here](https://youtu.be/zJSY8tbf_ys)                                             |\n| Intro to HTML \u0026 CSS                | Udacity               | [click here](https://www.udacity.com/course/intro-to-html-and-css--ud001)              |\n| Intro to AJAX                      | Udacity               | [click here](https://www.udacity.com/course/intro-to-ajax--ud110)                      |\n| Intro to jQuery                    | Udacity               | [click here](https://www.udacity.com/course/intro-to-jquery--ud245)                    |\n| JavaScript Basics                  | Udacity               | [click here](https://www.udacity.com/course/javascript-basics--ud804)                  |\n| JavaScript (Beginner)              | Programming with Mosh | [click here](https://www.youtube.com/watch?v=W6NZfCO5SIk)                              |\n| JavaScript Design Patterns         | Udacity               | [click here](https://www.udacity.com/course/javascript-design-patterns--ud989)         |\n| JavaScript Testing                 | Udacity               | [click here](https://www.udacity.com/course/javascript-testing--ud549)                 |\n| Object-Oriented JavaScript         | Udacity               | [click here](https://www.udacity.com/course/object-oriented-javascript--ud015)         |\n| Responsive Images                  | Udacity               | [click here](https://www.udacity.com/course/responsive-images--ud882)                  |\n| Responsive Web Design Fundamentals | Udacity               | [click here](https://www.udacity.com/course/responsive-web-design-fundamentals--ud893) |\n\n## ⚡ Frontend Frameworks/Library\n\n| TOPIC                          | SOURCE NAME       | LINK                                                                                   |\n| ------------------------------ | ----------------- | -------------------------------------------------------------------------------------- |\n| Tailwind CSS                   | The Net Ninja     | [click here](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gpXORlEHjc5bgnIi5HEGhw) |\n| React JS (Beginner)            | Clever Programmer | [click here](https://www.youtube.com/watch?v=vIRBSI-elUM)                              |\n| React JS (Intermediate)        | Scrimba           | [click here](https://scrimba.com/learn/learnreact)                                     |\n| React JS (Beginner to Advance) | Clever Programmer | [click here](https://www.youtube.com/watch?v=-cMqr9HpZ-Y)                              |\n| React JS (Beginner to Advance) | Codevolution      | [click here](https://www.youtube.com/playlist?list=PLC3y8-rFHvwgg3vaYJgHGnModB54rxOk3) |\n| React JS (Advanced)            | Chris Blakely     | [click here](https://youtube.com/playlist?list=PLaebUsP3fWHuY7LpRHYmst5FFrrMYaaLR)     |\n| React JS Crash Course          | Traversy Media    | [click here](https://www.youtube.com/watch?v=A71aqufiNtQ)                              |\n| React Router v6                | Codevolution      | [click here](https://www.youtube.com/playlist?list=PLC3y8-rFHvwjkxt8TOteFdT_YmzwpBlrG) |\n| React Redux                    | Codevolution      | [click here](https://www.youtube.com/playlist?list=PLC3y8-rFHvwheJHvseC3I0HuYI2f46oAK) |\n| Next JS                        | Codevolution      | [click here](https://www.youtube.com/playlist?list=PLC3y8-rFHvwgC9mj0qv972IO5DmD-H0ZH) |\n| Vue JS                         | The Net Ninja     | [click here](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gQcYgjhBoeQH7wiAyZNrYa) |\n| Angular JS (Beginner)          | Codevolution      | [click here](https://www.youtube.com/playlist?list=PLC3y8-rFHvwhBRAgFinJR8KHIrCdTkZcZ) |\n\n## 🔥 Backend Development\n\n| TOPIC              | SOURCE NAME           | LINK                                                                                              |\n| ------------------ | --------------------- | ------------------------------------------------------------------------------------------------- |\n| Node JS            | Thapa Technical       | [click here](https://www.youtube.com/playlist?list=PLwGdqUZWnOp00IbeN0OtL9dmnasipZ9x8)            |\n| Node JS            | CodeWithHarry         | [click here](https://youtube.com/playlist?list=PLobAq7hWqZWGTfhj4jNQAVzJd_y6iTErQ)                |\n| Node JS (Rest API) | Artlfmj               | [click here](https://www.youtube.com/watch?v=z0mySTQDJvc\u0026list=PLdgxJkMu3zdR9dUPZT4hX9esce3-SzuK6) |\n| Python             | API Testing In Python | [click here](https://testautomationu.applitools.com/python-api-testing)                           |\n| PHP (Rest API)     | ProgrammingKnowledge  | [click here](https://www.youtube.com/watch?v=dlGtSoigdB0)                                         |\n\n## 🌀 Backend Frameworks/Library\n\n| TOPIC              | SOURCE NAME                | LINK                                                                                   |\n| ------------------ | -------------------------- | -------------------------------------------------------------------------------------- |\n| Node \u0026 Express JS  | FreeCodeCamp               | [click here](https://youtu.be/Oe421EPjeBE)                                             |\n| Laravel            | Laracasts                  | [click here](https://laracasts.com)                                                    |\n| Laravel (Beginner) | ProgrammingKnowledge       | [click here](https://www.youtube.com/playlist?list=PLS1QulWo1RIbRHq1qqw3Jc7e8qlB6cWfi) |\n| Pytest (Beginner)  | Test Automation University | [click here](https://testautomationu.applitools.com/pytest-tutorial)                   |\n| Spring Boot        | Java Brains                | [click here](https://www.youtube.com/playlist?list=PLqq-6Pq4lTTbx8p2oCgcAQGQyqN8XeA1x) |\n| Django             | FreeCodeCamp               | [click here](https://www.youtube.com/watch?v=jBzwzrDvZ18)                              |\n| Django             | CodeWithHarry              | [click here](https://www.youtube.com/playlist?list=PLu0W_9lII9ah7DDtYtflgwMwpT3xmjXY9) |\n| Flask              | Corey Schafer              | [click here](https://youtube.com/playlist?list=PL-osiE80TeTs4UjLw5MM6OjgkjFeUxCYH)     |\n| GoLang             | FreeCodeCamp               | [click here](https://www.youtube.com/watch?v=jFfo23yIWac)                              |\n\n## 📂 Database\n\n| TOPIC             | SOURCE NAME    | LINK                                                                                   |\n| ----------------- | -------------- | -------------------------------------------------------------------------------------- |\n| DBMS Course       | Neso Academy   | [click here](https://www.youtube.com/playlist?list=PLBlnK6fEyqRi_CUQ-FXxgzKQ1dwr_ZJWZ) |\n| SQL (CrashCourse) | CS50           | [click here](https://youtu.be/Wb0DM9I8RDo)                                             |\n| SQL (Beginner)    | Amigoscode     | [click here](https://www.youtube.com/watch?v=5hzZtqCNQKk)                              |\n| SQL               | AmigosCode     | [click here](https://www.youtube.com/watch?v=5hzZtqCNQKk)                              |\n| MongoDB           | JsWiz          | [click here](https://www.youtube.com/playlist?list=PLGquJ_T_JBMQmvvrriJcwdESGECuRhvtR) |\n| MongoDB           | WebDevSimplied | [click here](https://www.youtube.com/playlist?list=PLZlA0Gpn_vH9KXLvfhRS1J10UJZ0bZTj9) |\n| MongoDB           | AmigosCode     | [click here](https://www.youtube.com/watch?v=Www6cTUymCY)                              |\n\n## 🦄 Full Stack Development\n\n| TOPIC               | SOURCE NAME  | LINK                                       |\n| ------------------- | ------------ | ------------------------------------------ |\n| Web Dev full course | Codedamn     | [click here](https://youtu.be/ZxKM3DCV2kE) |\n\n## ☁ Cloud Computing\n\n| TOPIC                                       | SOURCE NAME  | LINK                                                                                                                                   |\n| ------------------------------------------- | ------------ | -------------------------------------------------------------------------------------------------------------------------------------- |\n| AWS Cloud Certified Practitioner Essentials | Coursera     | [click here](https://www.coursera.org/learn/aws-cloud-practitioner-essentials/home/week/1)                                             |\n| AWS Cloud Essentials Free Course            | AWS          | [click here](https://explore.skillbuilder.aws/learn/public/learning_plan/view/82/cloud-foundations-learning-plan?la=cta\u0026cta=topbanner) |\n\n## 🎭 CyberSecurity Tools\n\n| TOPIC                      | SOURCE NAME                      | LINK                                                      |\n| -------------------------- | -------------------------------- | --------------------------------------------------------- |\n| Tcpdump                    | HackerSploit                     | [click here](https://www.youtube.com/watch?v=1lDfCRM6dWk) |\n| Wireshark                  | Vinsloev Academy                 | [click here](https://www.youtube.com/watch?v=lb1Dw0elw0Q) |\n| Kali Linux                 | Simplilearn                      | [click here](https://www.youtube.com/watch?v=psyDZ9ytlwc) |\n| Metasploit                 | HackerSploit                     | [click here](https://www.youtube.com/watch?v=8lR27r8Y_ik) |\n| Nmpap                      | HackerSploit                     | [click here](https://www.youtube.com/watch?v=5MTZdN9TEO4) |\n| Tor Browser                | Lawrence Systems                 | [click here](https://www.youtube.com/watch?v=EczKNBikP_Y) |\n| XSS - Cross Site Scripting | Virtual Forge an Onapsis Company | [click here](https://www.youtube.com/watch?v=cbmBDiR6WaY) |\n\n## ⛓ Blockchain Development\n\n| TOPIC                    | SOURCE NAME   | LINK                                                                                            |\n| ------------------------ | ------------- | ----------------------------------------------------------------------------------------------- |\n| Ethereum Complete Guide  | Udemy         | [click here](https://www.udemy.com/course/ethereum-and-solidity-the-complete-developers-guide/) |\n| Ethereum with JavaScript | FreeCodeCamp  | [click here](https://www.youtube.com/watch?v=gyMwXuJrbJQ\u0026ab_channel=freeCodeCamp.org)           |\n| Ethereum with Python     | FreeCodeCamp  | [click here](https://www.youtube.com/watch?v=M576WGiDBdQ\u0026ab_channel=freeCodeCamp.org)           |\n\n## 📟 Programming Languages\n\n| TOPIC                    | SOURCE NAME           | LINK                                                                                   |\n| ------------------------ | --------------------- | -------------------------------------------------------------------------------------- |\n| C                        | CS50                  | [click here](https://youtu.be/zYierUhIFNQ)                                             |\n| C++                      | Apna College          | [click here](https://www.youtube.com/playlist?list=PLfqMhTWNBTe0b2nM6JHVCnAkhQRGiZMSJ) |\n| C++ (Beginner)           | CodeWithHarry         | [click here](https://youtube.com/playlist?list=PLu0W_9lII9agpFUAlPFe_VNSlXW5uE0YL)     |\n| C++ (Full course)        | Caleb Curry           | [click here](https://www.youtube.com/watch?v=_bYFu9mBnr4)                              |\n| C# (Basic)               | Programming With Mosh | [click here](https://www.youtube.com/watch?v=gfkTfcpWqAY)                              |\n| C# (Full Course)         | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=GhQdlIFylQ8)                              |\n| Core JAVA                | Smart Programming     | [click here](https://www.youtube.com/playlist?list=PLlhM4lkb2sEhfuXL-2BDrJ67WkUdQ2v9b) |\n| Javascript (Beginner)    | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=PkZNo7MFNFg)                              |\n| Javascript (Beginner)    | Brad Travesy          | [click here](https://youtube.com/playlist?list=PLillGF-RfqbbnEGy3ROiLWk7JMCuSyQtX)     |\n| JavaScript(OOPS)         | Apna College          | [click here](https://www.youtube.com/watch?v=bSrm9RXwBaI)                              |\n| Flask                    | CS50                  | [click here](https://youtu.be/x_c8pTW8ZUc)                                             |\n| Ruby (Beginner)          | ProgrammingKnowledge  | [click here](https://www.youtube.com/playlist?list=PLS1QulWo1RIbNBXZAeVbkkHEj9zsEbXQK) |\n| GoLang (Beginner)        | Tech with Tim         | [click here](https://www.youtube.com/playlist?list=PLzMcBGfZo4-mtY_SE3HuzQJzuj4VlUG0q) |\n| Kotlin                   | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=F9UC9DY-vIU)                              |\n| Flutter (Beginner)       | The Net Ninja         | [click here](https://www.youtube.com/playlist?list=PL4cUxeGkcC9jLYyp2Aoh6hcWuxFDX6PBJ) |\n| PHP (Full Course)        | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=OK_JCtrrv-c)                              |\n| Python (OOPS)            | Telusko               | [click here](https://www.youtube.com/watch?v=qiSCMNBIP2g)                              | \n| Python (Beginner)        | TechWorld with Nana   | [click here](https://www.youtube.com/watch?v=t8pPdKYpowI)                              |\n| Python (Beginner + OOPS) | Programming with Mosh | [click here](https://www.youtube.com/watch?v=_uQrJ0TkZlc)                              |\n| Python Basics (Beginner) | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=rfscVS0vtbw)                              |\n| Python Basics CrashCourse| CS50                  | [click here](https://youtu.be/ZEQh45W_UDo)                                             |\n| Python (Advance)         | Python Engineer       | [click here](https://www.youtube.com/playlist?list=PLqnslRFeH2UqLwzS0AwKDKLrpYBKzLBy2) |\n\n## 🎓 DSA\n\n| TOPIC                                               | SOURCE NAME           | LINK                                                                                              |\n| --------------------------------------------------- | --------------------- | ------------------------------------------------------------------------------------------------- |\n| Algorithms                                          | Abdul Bari            | [click here](https://www.youtube.com/playlist?list=PLDN4rrl48XKpZkf03iYFl-O29szjTrs_O)            |\n| DSA in Java                                         | Dinesh Varyani        | [click here](https://www.youtube.com/playlist?list=PL6Zs6LgrJj3tDXv8a_elC6eT_4R5gfX4d)            |\n| Java + DSA + Interview Preparation Course (Ongoing) | Kunal Kushwaha        | [click here](https://youtube.com/playlist?list=PL9gnSGHSqcnr_DxHsP7AW9ftq0AtAyYqJ)                |\n| Stack                                               | Aditya Verma          | [click here](https://www.youtube.com/playlist?list=PL_z_8CaSLPWdeOezg68SKkeLN4-T_jNHd)            |\n| Recursion                                           | Aditya Verma          | [click here](https://www.youtube.com/watch?v=kHi1DUhp9kM\u0026list=PL_z_8CaSLPWeT1ffjiImo0sYTcnLzo-wY) |\n| Dynamic Programming                                 | Aditya Verma          | [click here](https://www.youtube.com/watch?v=nqowUJzG-iM\u0026list=PL_z_8CaSLPWekqhdCPmFohncHwz8TY2Go) |\n| Sliding Window Algorithm                            | Aditya Verma          | [click here](https://www.youtube.com/playlist?list=PL_z_8CaSLPWeM8BDJmIYDaoQ5zuwyxnfj)            |\n| Data Structures                                     | mycodeschool          | [click here](https://youtube.com/playlist?list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P)                |\n| Data Structures (in Hindi)                          | Anuj Bhaiya           | [click here](https://www.youtube.com/playlist?list=PLUcsbZa0qzu3yNzzAxgvSgRobdUUJvz7p)            |\n| Java Complete Course - Placement Series             | Apna College          | [click here](https://www.youtube.com/playlist?list=PLfqMhTWNBTe3LtFWcvwpqTkUSlB32kJop)            |\n| C++ (complete DSA)                                  | Code Help - by Babbar | [click here](https://youtube.com/playlist?list=PLDzeHZWIZsTryvtXdMr6rPh4IDexB5NIA)                |\n\n## 👨🏻‍💻 Competitive Programming\n\n| TOPIC                  | SOURCE NAME          | LINK                                                                                              |\n| ---------------------- | -------------------- | ------------------------------------------------------------------------------------------------- |\n| CP playlist (Hindi)    | Luv                  | [click here](https://www.youtube.com/playlist?list=PLauivoElc3ggagradg8MfOZreCMmXMmJ-)            |\n| CP playlist (English)  | ProgrammingWithHarry | [click here](https://www.youtube.com/watch?v=_MF8L7ZxwRE)                                         |\n| JavaScript Playlist    | ProgrammingWithHarry | [click here](https://www.youtube.com/watch?v=DW7OaXN9wMs\u0026list=PLK8cqdr55Tsva3vMrKZ9u2eAuGo0wIJ46) |\n| Algorithms Playlist    | Errichto             | [click here](https://www.youtube.com/playlist?list=PLl0KD3g-oDOHpWRyyGBUJ9jmul0lUOD80)            |\n| Beginner Topics For CP | COPS IIT-(BHU)       | [click here](https://www.youtube.com/playlist?list=PLLt4yMoVgczX0qAe_Q1ZHpDdd3_IRrCx6)            |\n| C++ STL                | Utkatsh Gupta        | [click here](https://youtu.be/PZogbfU4X5E)                                                        |\n| C++ STL(Full Course)   | Luv                  | [click here](https://www.youtube.com/playlist?list=PLauivoElc3gh3RCiQA82MDI-gJfXQQVnn)            |\n| Streams                | Geothermal           | [click here](https://www.youtube.com/channel/UCpUTNKWxw9p4nOvekiIRWow)                            |\n| Streams                | Neal Wu              | [click here](https://www.youtube.com/c/NealWuProgramming)                                         |\n| Streams                | SecondThread         | [click here](https://www.youtube.com/c/SecondThread)                                              |\n| Streams                | William Lin          | [click here](https://www.youtube.com/c/WilliamLin168)                                             |\n| Number Theory          | CodeNCode            | [click here](https://youtube.com/playlist?list=PL5DyztRVgtRWblnyEHtajWijQffrfwLz6)                |\n| Algorithms (hard)      | Algorithms Live      | [click here](https://www.youtube.com/c/AlgorithmsLive/featured)                                   |\n\n## ⚙ System Design\n\n| TOPIC            | SOURCE NAME      | LINK                                       |\n| ---------------- | ---------------- |------------------------------------------- |\n|System Design     | Gaurav Sen       | [click here](https://www.youtube.com/playlist?list=PLMCXHnjXnTnvo6alSjVkgxV-VH6EPyvoX) |\n|System Design     | sudoCODE         | [click here](https://www.youtube.com/playlist?list=PLTCrU9sGyburBw9wNOHebv9SjlE4Elv5a) |\n\n## 🎯 Open Source\n\n| TOPIC                 | SOURCE NAME         | LINK                                                      |\n| --------------------- | ------------------- | --------------------------------------------------------- |\n| What is Open Source   | Community classromm | [click here](https://www.youtube.com/watch?v=msyGybzCKRs) |\n| What is Open Source   | Mozzilla            | [click here](https://www.youtube.com/watch?v=7c0IrsDsNaw) |\n| Complete guide        | freeCodeCamp        | [click here](https://www.youtube.com/watch?v=yzeVMecydCE) |\n| Getting started       | Traversy Media      | [click here](https://www.youtube.com/watch?v=3HqN-YS8eso) |\n| How to start          | Gaurav Sen          | [click here](https://www.youtube.com/watch?v=Tq4RZ-JH6aM) |\n| Git tutorial          | Kunal Kushwaha      | [click here](https://www.youtube.com/watch?v=Tq4RZ-JH6aM) |\n| Ethics in communities | Microsoft           | [click here](https://www.youtube.com/watch?v=9BNSwKNadx4) |\n\n\n## 🔐 DevRel\n\n| TOPIC                    | SOURCE NAME         | LINK                                       |\n| ------------------------ | ------------------- | ------------------------------------------ |\n| Why?                     | Women who code      | [click here](https://youtu.be/lZvf5Tm4nSo) |\n| Developer Advocacy       | Kunal Kushwaha      | [click here](https://youtu.be/MKztZJODyxY) |\n| Roadmap                  | Brad McCoy          | [click here](https://youtu.be/_SSCZkSitlc) |\n| How?                     | Eddie Jaoude        | [click here](https://youtu.be/iUZerHctTB8) |\n| How to Get hired?        | Dev Rel             | [click here](https://youtu.be/VbM-Ii2HLoA) |\n| Public speaking          | Chris Anderson      | [click here](https://youtu.be/-FOCpMAww28) |\n| Best Practices           | Kunal Kushwaha      | [click here](https://youtu.be/mTsMaxkQ42I) |\n| Learning in Public       | Kunal Kushwaha      | [click here](https://youtu.be/d8AJEXmOBnI) |\n| Technical Blogging       | FreeCodeCamp Talks  | [click here](https://youtu.be/YODPgBadj80) |\n| Community Management     | Community classroom | [click here](https://youtu.be/bnEIt1MyhDY) |\n| 25+ Open Source Programs | Kunal Kushwaha      | [click here](https://youtu.be/x4hsV_q_YQc) |\n\n## 💥 Miscellaneous\n\n| TOPIC          | SOURCE NAME    | LINK                                                                                   |\n| -------------- | -------------- | -------------------------------------------------------------------------------------- |\n| Git and Github | FreeCodeCamp   | [click here](https://www.youtube.com/watch?v=RGOj5yH7evk)                              |\n| Ethics         | CS50           | [click here](https://youtu.be/eNxMn7slmwI)                                             |\n| Cookies        | Hussein Nasser | [click here](https://www.youtube.com/playlist?list=PLQnljOFTspQXaimjxx6uGLJz6lR25abZn) |\n| Security       | CS50           | [click here](https://youtu.be/qFiAJ1sgYNU)                                             |\n\n\u003cbr/\u003e\n\u003cbr/\u003e\n\n# Thanks to all Contributors\n\nThanks a lot for spending your time helping Topic Learning Resources.\n\n[![Contributors](https://contrib.rocks/image?repo=debrajhyper/Topic_Learning_Resources)](https://github.com/debrajhyper/Topic_Learning_Resources/graphs/contributors)\n\n# License\n\nThis repository is under The MIT License. Read the [LICENSE](https://github.com/debrajhyper/Topic_Learning_Resources/blob/master/LICENSE) file for more information.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdebrajhyper%2Ftopic_learning_resources","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdebrajhyper%2Ftopic_learning_resources","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdebrajhyper%2Ftopic_learning_resources/lists"}