https://github.com/debrajhyper/topic_learning_resources

It's an all-one repository to get all free tech topics learning resources. So that you can focus on building skills rather than finding wonderful resources to learn from.
https://github.com/debrajhyper/topic_learning_resources
first-timers good-first-project hacktoberfest hacktoberfest-accepted hacktoberfest-accepted2023 hacktoberfest-accpeted hacktoberfest2023 learning topic videos youtube
Last synced: about 1 month ago
JSON representation
It's an all-one repository to get all free tech topics learning resources. So that you can focus on building skills rather than finding wonderful resources to learn from.
Host: GitHub
URL: https://github.com/debrajhyper/topic_learning_resources
Owner: debrajhyper
License: mit
Created: 2021-10-02T18:37:22.000Z (over 3 years ago)
Default Branch: main
Last Pushed: 2023-10-24T17:06:23.000Z (over 1 year ago)
Last Synced: 2025-03-21T02:51:17.335Z (2 months ago)
Topics: first-timers, good-first-project, hacktoberfest, hacktoberfest-accepted, hacktoberfest-accepted2023, hacktoberfest-accpeted, hacktoberfest2023, learning, topic, videos, youtube
Homepage: https://debrajhyper.github.io/Topic_Learning_Resources/
Size: 2.3 MB
Stars: 65
Watchers: 0
Forks: 105
Open Issues: 25
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
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README

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# Topic Learning Resources [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/debrajhyper)





[![Issues](https://img.shields.io/github/issues/debrajhyper/Topic_Learning_Resources?color=brightgreen)](https://github.com/debrajhyper/Topic_Learning_Resources/issues)

[![Pull requests](https://img.shields.io/github/issues-pr/debrajhyper/Topic_Learning_Resources?color=brigthgreen)](https://github.com/debrajhyper/Topic_Learning_Resources/pulls)

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![stars](https://img.shields.io/github/stars/debrajhyper/Topic_Learning_Resources)

![license](https://img.shields.io/github/license/debrajhyper/Topic_Learning_Resources?color=orange)



This is an awesome project about various Learning resources. 📚

Resources are added frequently! ⚡

Enjoy!

If you like this repo, be sure to ⭐ it.

Please read [`contributing guidelines`](./CONTRIBUTING.md) before submitting new resources.

## Table of Contents

- [📃 Documentations Resources](#-documentations)

    - [📜 Official Documentations](#-official-documentations)

    - [📱 Android Documentations](#-android-documentations)

    - [🌊 Frontend Documentations](#-frontend-documentations)

    - [⚡ Frontend Frameworks/Library Documentations](#-frontend-frameworkslibrary-documentations)

    - [☁️ Cloud Computing Documentations](#-cloud-computing-documentations)

    - [🔁 Git & Github Documentations](#-git--github-documentations)

    - [🎭 CyberSecurity Tools Documentations](#-cybersecurity-tools-documentations)

    - [⛓ Blockchain Documentations](#-blockchain-documentations)

    - [📟 Programming Languages Documentations](#-programming-languages-documentations)

    - [👨🏻‍💻 Competitive Programming Documentations](#-competitive-programming-documentations)

    - [🎯 Open Source Documentations](#-open-source-documentations)

    - [🔐 DevRel Documentations](#-devrel-documentations)

    - [💥 Miscellaneous Documentations](#-miscellaneous-documentations)

- [💻 Video/Playlist Resources](#-videoplaylist)

    - [🧩 Block Programming](#-block-programming)

    - [💡 Artificial Intelligence](#-artificial-intelligence)

    - [📈 Data Science](#-data-science)

    - [🤖 Machine Learning](#-machine-learning)

    - [📱 Android Development](#-android-development)

    - [✒️ UI Development](#%EF%B8%8F-ui-development)

    - [🌊 Frontend Development](#-frontend-development)

    - [⚡ Frontend Frameworks/Library](#-frontend-frameworkslibrary)

    - [🔥 Backend Development](#-backend-development)

    - [🌀 Backend Frameworks/Library](#-backend-frameworkslibrary)

    - [📂 Database](#-database)

    - [🦄 Full Stack Development](#-full-stack-development)

    - [☁ Cloud Computing](#-cloud-computing)

    - [🎭 CyberSecurity Tools](#-cybersecurity-tools)

    - [⛓ Blockchain Development](#-blockchain-development)

    - [📟 Programming Languages](#-programming-languages)

    - [🎓 DSA](#-dsa)

    - [👨🏻‍💻 Competitive Programming](#-competitive-programming)

    - [System Design](#-system-design)

    - [🎯 Open Source](#-open-source)

    - [🔐 DevRel](#-devrel)

    - [💥 Miscellaneous](#-miscellaneous)

    




# 📃 Documentations

## 📜 Official Documentations

- 📱 Android Development :

    - [Guide](https://developer.android.com/guide)

    - [Developers](https://developer.android.com/courses)

- 🌊 Frontend Development :

    - [SASS](https://sass-lang.com/documentation)

    - [Webpack](https://webpack.js.org)

- ⚡ Frontend Frameworks/Library :

    - [Ethers JS](https://docs.ethers.io/v5)

    - [Tailwind CSS](https://tailwindcss.com)

    - [Chakra UI](https://chakra-ui.com/getting-started)

    - [Angular](https://angular.io)

    - [Vue JS](https://vuejs.org)

    - [React JS](https://beta.reactjs.org)

    - [Next JS](https://nextjs.org)

    - [Svelte](https://svelte.dev)

- 🌀 Backend Frameworks/Library :

    - [Flask](https://flask.palletsprojects.com)

    - [Jinja](https://jinja.palletsprojects.com)

    - [Django](https://docs.djangoproject.com/en/4.1)

    - [FastAPI](https://fastapi.tiangolo.com)

- ⛓ Blockchain Development :

    - [Ethereum Development](https://ethereum.org/en/developers/docs)

- 📟 Programming Languages :

    - [C#](https://learn.microsoft.com/en-us/dotnet/csharp)

    - [GoLang](https://go.dev/doc)

    - [Kotlin](https://kotlinlang.org/docs/home.html)

    - [OCaml](https://v2.ocaml.org/docs)

    - [PHP](https://www.php.net/manual/en/index.php)

    - [Rust](https://rust-lang.org/learn)

    - [Perl](https://perldoc.perl.org)

    - [TypeScript](https://www.typescriptlang.org/docs/handbook/2/basic-types.html)

## 📱 Android Documentations

- [Android Guids](https://github.com/codepath/android_guides/wiki)

- [Codelabs (Google)](https://codelabs.developers.google.com/?cat=android&product=android)

- [Jetpack Compose](https://foso.github.io/Jetpack-Compose-Playground)

- Flutter : 

    - [Freecodecamp](https://www.freecodecamp.org/news/learn-flutter-full-course)

    - [Angela Yu Flutter Course](https://freecoursesite.com/the-complete-flutter-development-bootcamp-with-dart-13)

    - [FlutterDevs](https://medium.flutterdevs.com)

    - [Fireship](https://fireship.io)

    - [FilledStacks](https://www.filledstacks.com)

- Kotlin :

    - [Udacity (Kotlin)](https://www.udacity.com/course/developing-android-apps-with-kotlin--ud9012)

    - [Kotlin for Android](https://developer.android.com/kotlin/campaign/learn)

    - [W3Schools](https://www.w3schools.com/KOTLIN/index.php)

## 🌊 Frontend Documentations

- HTML :

    - [W3Schools](https://www.w3schools.com/html)

    - [TutorialsPoint](https://tutorialspoint.com/html/html_tutorial.pdf)

    - [Freecodecamp](https://www.freecodecamp.org/news/learn-html-beginners-course)

    - `Bonus :`

        - [HTML Cheat Sheet](https://htmlcheatsheet.com)

- CSS :

    - [CSS Animated Tutorial](https://joshwcomeau.com/tutorials/css)

    - [Scrimba](https://scrimba.com/learn/introtocss)

    - [W3Schools](https://w3schools.com/css)

    - [Web.Dev](https://web.dev/learn/css)

    - [Visual Guide](https://cssreference.io)

    - [Flexbox through game](https://flexboxfroggy.com)

    - [Grid through game](https://cssgridgarden.com)

    - `Bonus :`

        - [CSS Flexbox](https://flexbox.malven.co)

        - [CSS Grid](https://grid.malven.co)

        - [CSS Tricks](https://css-tricks.com)

        - [Loading Animation](https://loading.io)

        

- HTML/CSS :

    - [Learn-HTML](https://learn-html.org)

    - [FreecodeCamp responsive web design certification](https://freecodecamp.org/learn/responsive-web-design)

    - [The Odin Project](https://www.theodinproject.com/paths/foundations/courses/foundations)

    - [Udemy Course](https://udemy.com/course/web-development-learn-by-doing-html5-css3-from-scratch-introductory/?LSNPUBID=JVFxdTr9V80&ranEAID=JVFxdTr9V80&ranMID=39197&ranSiteID=JVFxdTr9V80-.kQm3jmcBuCh.MiOQl7t4Q&utm_medium=udemyads&utm_source=aff-campaign)

- JavaScript :

    - [FreecodeCamp JavaScript Algorithms and Data Structures certification](https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures/)

    - [JavaScript Exercises (Beginner)](https://asmarterwaytolearn.com/js/index-of-exercises)

    - [JavaScript (Advance)](https://edureka.co/blog/advanced-javascript-tutorial)

    - [JS for Cats](https://jsforcats.com)

    - [JavaScript Basics](https://developer.mozilla.org/en-US/docs/Learn/Getting_started_with_the_web/JavaScript_basics)

    - [JavaScript Info](https://javascript.info)

    - [Javascript Tutorail From Scrimba](https://scrimba.com/learn/learnjavascript)

    - [The odin project](https://www.theodinproject.com/paths/foundations/courses/foundations)

    - [MDN Docs](https://developer.mozilla.org/en-US/docs/Web/JavaScript)

    

- SASS :

    - [W3Schools](https://w3schools.com/sass)

    - [javatpoint](https://www.javatpoint.com/sass-tutorial)

    

- Webpack :

    - [Codeinwp](https://www.codeinwp.com/blog/webpack-tutorial-for-beginners)

## ⚡ Frontend Frameworks/Library Documentations

- Bootstrap 4 :

    - [Scrimba](https://scrimba.com/learn/bootstrap4)

- Bulma : 

    - [openbase](https://openbase.io/js/bulma/tutorials)

- Angular (beginner) : 

    - [TekTutorialsHub](https://www.tektutorialshub.com/angular-tutorial)

 - Vue Js:

    - [Vue Mstery](https://www.vuemastery.com)

    - [Mini-curso Vue Evolution](https://evolutio.io/curso/minicurso_vuejs)

    - [Learn Vue.co](https://learnvue.co/tutorials/template-refs)

## ☁️ Cloud Computing Documentations

- AWS :

    - [AWS Ramp-Up Guide: Architect](https://d1.awsstatic.com/training-and-certification/ramp-up_guides/Ramp-Up_Guide_Architect.pdf)

    - [AWS Whitepapers + Well architected Framework + FAQs](https://aws.amazon.com/certification/certified-solutions-architect-associate/)

## 🔁 Git & Github Documentations

- [Udacity](https://www.udacity.com/course/version-control-with-git--ud123)

- [Git Branching Game](https://learngitbranching.js.org)

- `Bonus :`

    - [Git Cheatsheet](https://education.github.com/git-cheat-sheet-education.pdf)

    

    

## 🎭 CyberSecurity Tools Documentations

- [Gophish](https://getgophish.com/documentation/)

- [tcpdump](https://www.tcpdump.org/index.html#documentation)

- [Wireshark](https://www.wireshark.org/docs/)

- [Kali Linux](https://www.kali.org/docs/)

- [Metasploit](https://docs.metasploit.com/)

- [Nmap](https://nmap.org/docs.html)

- [Nikto](https://www.kali.org/tools/nikto/)

- [Tor Browser](https://2019.www.torproject.org/docs/documentation.html.en)

## ⛓ Blockchain Documentations

- Learn the basics

    - [Mastering Ethereum](https://github.com/ethereumbook/ethereumbook)

    - [Build by participating at Ethereum hackathons](https://ethglobal.com)

    - [Contribute to Gitcoin projects](https://gitcoin.co)

    - [Stay up to date with the latest Ethereum development](https://weekinethereumnews.com/)

- Ethereum

    - [Freecodecamp](https://www.freecodecamp.org/news/full-stack-ethereum-development)

    - [Collection of resources about all things related to Ethereum](https://github.com/Scanate/EthList) (this list is awesome but a little overwhelming)

    - [Paradigm blog posts](https://www.paradigm.xyz)

    - [Paradigm blog posts](https://www.paradigm.xyz)

    - [Yellow paper](https://ethereum.github.io/yellowpaper/paper.pdf) (understand the white paper before attempting to read the yellow paper)

- Defi

    - [DeFi Roadmap](https://github.com/OffcierCia/DeFi-Developer-Road-Map)

- Learning about DeFi Protocols

    - [Uniswap whitepaper](https://hackmd.io/@HaydenAdams/HJ9jLsfTz?type=view)

    - [Uniswap V1](https://docs.uniswap.org/protocol/V1/introduction)

    - [Uniswap V2](https://uniswap.org/whitepaper.pdf)

    - [Uniswap V3](https://uniswap.org/whitepaper-v3.pdf)

    - [Compound](https://compound.finance/docs)

    - [Aave](https://docs.aave.com/developers/)

- Smart Contracts Development (must read)

    - [Cryptozombies](https://cryptozombies.io/)

    - [OpenZeppelin contracts](https://docs.openzeppelin.com/contracts/4.x/)

    - [Solidity](https://docs.soliditylang.org/en/v0.8.9/)

- Cairo

    - [The most complete Cairo reference with tutorials and exercises](https://www.cairo-lang.org/docs/)

    - [Practical approach to Cairo](https://perama-v.github.io/cairo/by-example/)

    - [White paper](https://eprint.iacr.org/2021/1063.pdf (optional, but gives deeper understanding)

    - [OpenZeppelin contracts](https://github.com/OpenZeppelin/cairo-contracts/)

- MEV

    - [Flash Boys 2.0](https://arxiv.org/abs/1904.05234)

    - [Flashbots](https://github.com/flashbots/pm)

    - [Ethereum is a Dark Forest](https://medium.com/@danrobinson/ethereum-is-a-dark-forest-ecc5f0505dff)

- Build Blockchain Based Projects

    - [Buildspace](https://buildspace.so/)

    - [LearnWeb3](https://learnweb3.io/)

## 📟 Programming Languages Documentations

- GoLang :

    - [Go by Example (Hands-on introduction to Go)](https://gobyexample.com)

    - [Learn Go](https://www.learn-golang.org)

    - [Explore Golang ](https://go.dev/doc/)

    - [Go all important concepts](https://devdocs.io/go/)

- PHP :

    - [The Right Way](https://phptherightway.com)

    - [W3Schools](https://www.w3schools.com/php)

- Python :

    - [FreecodeCamp (Scientific Computing with Python)](https://freecodecamp.org/learn/scientific-computing-with-python)

    - [Python for everybody (Dr. Chuck)](https://py4e.com)

    - [Python Blog series (Aatmaj)](https://dev.to/aatmaj/series/13315)

    - [Python Blog Series (Real Python)](https://realpython.com/python-basics)

- Ruby : 

    - [Codecademy (Beginner)](https://codecademy.com/learn/learn-ruby)

- JavaScript :

    - [FreecodeCamp (JavaScript Algorithms and Data Structures)](https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures)

    - [Edureka (JavaScript Advance)](https://edureka.co/blog/advanced-javascript-tutorial)

    - [JS for Cats](https://jsforcats.com)

    - [MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/Getting_started_with_the_web/JavaScript_basics)

    - [JavaScript Info](https://javascript.info)

    - [Scrimba](https://scrimba.com/learn/learnjavascript)

    - [The odin project](https://www.theodinproject.com)

    - `Bonus :`

        - [30 Day Vanilla JS Coding Challenge](https://javascript30.com)

- Java :

    - [w3 schools](https://www.w3schools.com/java/default.asp)

    - [GeeksForGeeks](https://www.geeksforgeeks.org/java/)

    - [Java Bootcamp (Kunal Kushwaha)](https://github.com/kunal-kushwaha/DSA-Bootcamp-Java)

    - [JavaTpoint](https://www.javatpoint.com/java-tutorial)

    - `Bonus :`

        - [Java-Projects-For-Beginners](https://github.com/KrishGaur1354/Java-Projects-for-Beginners)

- SQL :

    - [SQLZOO](https://sqlzoo.net/wiki/SQL_Tutorial)

    - [SQL Easy (places to test the code)](https://www.sql-easy.com)

    - [Exercises to practice](https://sqlbolt.com)

    - [SQL Tutorial for Beginners](https://www.programiz.com/sql)

    - `Bonus :`

        - [Discover who is the murder with SQL](https://mystery.knightlab.com/)

## 👨🏻‍💻 Competitive Programming Documentations

- Programming Contests and Practice

    - [CList](https://clist.by)

    - [CodeForces](https://codeforces.com)

    - [CodeChef](https://www.codechef.com)

    - [TopCoder](https://www.topcoder.com)

    - [AtCoder](https://atcoder.jp)

    - [Hackerrank](https://www.hackerrank.com)

    - [HackerEarth](https://www.hackerearth.com)

    - [Google Kickstart](https://codingcompetitions.withgoogle.com/kickstart)

    - [Google Code Jam](https://codingcompetitions.withgoogle.com/codejam)

    - [ICPC Global](https://icpc.global)

    - [LeetCode](https://leetcode.com)

    - [GeeksForGeeks](https://www.geeksforgeeks.org)

    - [A2OJ ladder (Practice)](https://earthshakira.github.io/a2oj-clientside/server/Ladders.html)

    - [Work@Tech](https://workat.tech/problem-solving/practice)

    - [Tech Interview Handbook](https://www.techinterviewhandbook.org/grind75)

    - [LintCode](https://www.lintcode.com/problem/?typeId=4)

    - [Meta Hackercup](https://www.facebook.com/codingcompetitions/hacker-cup)

    - [CSES ProblemSet](https://cses.fi/)

    - [Timus Online Judge](https://acm.timus.ru/)

    - [Project Euler](https://projecteuler.net/archives)

    - [SPOJ](https://www.spoj.com/)

    - [Uva Online Judge](https://onlinejudge.org/)

- Resources For CP

    - [CP Handbook (pdf)](https://cses.fi/book.pdf)

    - [CP Algorithms](https://cp-algorithms.com)

    - [Usaco Guide](https://usaco.guide)

    - [Guide to the Programming Contests -by Nite Nimajneb](http://comscigate.com/Books/contests/icpc.pdf)

    - GeeksForGeeks : 

        - [Complete Guide](https://www.geeksforgeeks.org/competitive-programming-a-complete-guide)

        - [Data Structures](https://www.geeksforgeeks.org/data-structures)

    - [CodeForces Edu](https://codeforces.com/edu/courses)

    - [C++ Tips and Tricks](https://codeforces.com/blog/entry/74684)

    - [Roadmap](https://workat.tech/problem-solving/article/competitive-programming-complete-roadmap-from-scratch-sbcrmnxb1sfg)

    - List of other useful resources : 

        - [Codeforces](https://codeforces.com/blog/entry/91363)

        - [Codeforces](https://codeforces.com/blog/entry/57282)

        - [Codeforces](https://codeforces.com/blog/entry/13529)

        - [Handbook](https://cses.fi/book/book.pdf)

        - [Open Courses](https://github.com/prakhar1989/awesome-courses#algorithms)

        - [Good Tutorials on Codeforces](https://codeforces.com/blog/entry/57282)

## 🎯 Open Source Documentations

- What is Open Source

    - [Resource 1](https://opensource.com/resources/what-open-source)

    - [Resource 2](https://www.redhat.com/en/topics/open-source/what-is-open-source)

    - [Resource 3](https://en.wikipedia.org/wiki/Open-source_software)

    - [Open source guide](https://opensource.guide/)

- Getting started

    - [How to Contribute to Open Source Projects – beginner friendly](https://www.freecodecamp.org/news/how-to-contribute-to-open-source-projects-beginners-guide/)

    - [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/)

- Learning Git (version control system)

    - [Git documentation](https://git-scm.com/doc)

- Creating your first open source project

    - [Creating a repo](https://docs.github.com/en/get-started/quickstart/create-a-repo)

    - [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/)

    - [Starting an Open Source Project](https://opensource.guide/starting-a-project/)

- Contributing to open source projects

    - [How to Contribute to Open Source](https://opensource.guide/how-to-contribute/)

    - [How to contribute to and maintain open source projects with GitHub](https://www.oswc.is/search-projects)

- 25+ paid open source programs and internships

    - [Resource 1](https://blog.commclassroom.org/25-paid-open-source-programs-and-internships)

- Learning open source values & ethics

    - [Ethics for open source  values and ethics](https://training.linuxfoundation.org/training/ethics-for-open-source-development-lfc104/)

    

    

## 🔐 DevRel Documentations

- All about DevRel

    - [Resource 1](https://devrel.co/about/)

- [Articles and Blogs](https://www.commonroom.io/)

- Participate in community events(Twitter spaces, community hangouts, etc)

- Personal Branding

    - [How to Build a Personal Brand for Your Tech Career](https://careerfoundry.com/en/blog/career-change/personal-branding/)

    - [Helping you to build your Personal Brand in Tech](https://dev.to/vinzvinci/helping-you-to-build-your-personal-brand-in-tech-35df)

- [25+ paid open source programs and internships](https://blog.commclassroom.org/25-paid-open-source-programs-and-internships)

## 💥 Miscellaneous Documentations

- [DevTools](https://developer.mozilla.org/en-US/docs/Learn/Common_questions/What_are_browser_developer_tools)

- [PWA](https://developers.google.com/web/progressive-web-apps)

  

## 💣 DevOps Documentation

- [Roadmap](https://roadmap.sh/devops)

# 💻 Video/Playlist

## 🧩 Block Programming

| TOPIC            | SOURCE NAME      | LINK                                       |

| ---------------- | ---------------- |------------------------------------------- |

| Scratch          | CS50             | [click here](https://youtu.be/YoXxevp1WRQ) |

| MIT-APP Inventor | Coding Blocks Jr | [click here](https://youtu.be/HbIX_l2FWi8) |

## 💡 Artificial Intelligence

| TOPIC                                                | SOURCE NAME                | LINK                                                                                                                                                                                                                                                                                         |

| ---------------------------------------------------- | -------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |

| AI Basics                                            | CS50                       | [click here](https://youtu.be/eey91kzfOZs)                                                                                                                                                                                                                                                   |

| AI Engineering                                       | IBM - Coursera             | [click here](https://www.coursera.org/professional-certificates/ai-engineer)                                                                                                                                                                                                                 |

| Applied AI                                           | IBM - Coursera             | [click here](https://www.coursera.org/professional-certificates/applied-artifical-intelligence-ibm-watson-ai)                                                                                                                                                                                |

| Artificial Intelligence for Robotics                 | Udacity                    | [click here](https://www.udacity.com/course/artificial-intelligence-for-robotics--cs373?irclickid=U8xQkT0t0xyIRBRyHvWLR34PUkBXCyzXEzo7z80&irgwc=1&utm_source=affiliate&utm_medium=&aff=259799&utm_term=&utm_campaign=_gtc_search_&utm_content=&adid=788805)                                  |

| Convolutional Neural Networks for Visual Recognition | Stanford - YouTube         | [click here](https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv)                                                                                                                                                                                                       |

| Deep Learning Specialization                         | DeepLearning.AI - Coursera | [click here](https://www.coursera.org/specializations/deep-learning)                                                                                                                                                                                                                         |

| Intro to Artificial Intelligence                     | Udacity                    | [click here](https://www.udacity.com/course/intro-to-artificial-intelligence--cs271?utm_medium=referral&utm_campaign=api&irclickid=U8xQkT0t0xyIRBRyHvWLR34PUkBXCyxOEzo7z80&irgwc=1&utm_source=affiliate&utm_medium=&aff=259799&utm_term=&utm_campaign=_gtc_search_&utm_content=&adid=788805) |

## 📈 Data Science

| TOPIC                                                     | SOURCE NAME | LINK                                                                                                                                                                                                                                                                                         |

| --------------------------------------------------------- | ----------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |

| Intro to Data Science                                     | Udacity     | [click here](https://www.udacity.com/course/intro-to-data-science--ud359?irclickid=U8xQkT0t0xyIRBRyHvWLR34PUkBSX%3A3ROwUAzM0&irgwc=1&utm_source=affiliate&utm_medium=&aff=2406137&utm_term=&utm_campaign=__&utm_content=&adid=786224)                                                        |

| IBM Data Science Professional Certificate                 | Coursera    | [click here](https://www.coursera.org/professional-certificates/ibm-data-science?)                                                                                                                                                                                                           |

| 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&ranEAID=Vrr1tRSwXGM&ranSiteID=Vrr1tRSwXGM-yZZpNMHQWy10JC0CCT9abw&siteID=Vrr1tRSwXGM-yZZpNMHQWy10JC0CCT9abw&utm_content=10&utm_medium=partners&utm_source=linkshare&utm_campaign=Vrr1tRSwXGM) |

| Bayesian Statistics: From Concept to Data Analysis        | Coursera    | [click here](https://www.coursera.org/learn/bayesian-statistics?ranMID=40328&ranEAID=Vrr1tRSwXGM&ranSiteID=Vrr1tRSwXGM-YX1cIkk6qIfolEUBTAYszg&siteID=Vrr1tRSwXGM-YX1cIkk6qIfolEUBTAYszg&utm_content=10&utm_medium=partners&utm_source=linkshare&utm_campaign=Vrr1tRSwXGM)                    |

| Process Mining: Data science in Action                    | Coursera    | [click here](https://www.coursera.org/learn/process-mining?ranMID=40328&ranEAID=Vrr1tRSwXGM&ranSiteID=Vrr1tRSwXGM-H5LHsnuxkpXkYu0WYISbgg&siteID=Vrr1tRSwXGM-H5LHsnuxkpXkYu0WYISbgg&utm_content=10&utm_medium=partners&utm_source=linkshare&utm_campaign=Vrr1tRSwXGM)                         |

| Probability and Statistics: To p or not to p?             | Coursera    | [click here](https://www.coursera.org/learn/probability-statistics?ranMID=40328&ranEAID=Vrr1tRSwXGM&ranSiteID=Vrr1tRSwXGM-cIxdZ2YiHhlxp7gXDVD3dw&siteID=Vrr1tRSwXGM-cIxdZ2YiHhlxp7gXDVD3dw&utm_content=10&utm_medium=partners&utm_source=linkshare&utm_campaign=Vrr1tRSwXGM)                 |

| Linear Algebra Refresher Course                           | Udacity     | [click here](https://www.udacity.com/course/linear-algebra-refresher-course--ud953?irclickid=U8xQkT0t0xyIRBRyHvWLR34PUkBSX%3ARxOwUAzM0&irgwc=1&utm_source=affiliate&utm_medium=&aff=2406137&utm_term=&utm_campaign=__&utm_content=&adid=786224)                                              |

| Statistics Fundamentals                                   | StatQuest   | [click here](https://www.youtube.com/playlist?list=PLblh5JKOoLUK0FLuzwntyYI10UQFUhsY9)                                                                                                                                                                                                       |

## 🤖 Machine Learning

| TOPIC                                                     | SOURCE NAME                   | LINK                                                                                                                                                                                                                                                                   |

| --------------------------------------------------------- | ----------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |

| Data Science, Machine Learning, Data Analysis, Python & R | Udemy                         | [click here](https://www.udemy.com/course/data-science-machine-learning-data-analysis-python-r/?ranMID=39197&ranEAID=Vrr1tRSwXGM&ranSiteID=Vrr1tRSwXGM-L568tmz9IBoJNloTuAYouA&LSNPUBID=Vrr1tRSwXGM&utm_source=aff-campaign&utm_medium=udemyads)                        |

| Data Science: Machine Learning                            | Harvard university            | [click here](https://www.edx.org/course/data-science-machine-learning?source=aw&awc=6798_1633798073_b437c9898e15c64b9410fecfc721916d&utm_source=aw&utm_medium=affiliate_partner&utm_content=text-link&utm_term=790615_MLTUT)                                           |

| Machine Learning                                          | Stanford - Coursera           | [click here](https://www.coursera.org/learn/machine-learning?ranMID=40328&ranEAID=Vrr1tRSwXGM&ranSiteID=Vrr1tRSwXGM-MPCMRv8a9L4GHhfpQG8_7A&siteID=Vrr1tRSwXGM-MPCMRv8a9L4GHhfpQG8_7A&utm_content=10&utm_medium=partners&utm_source=linkshare&utm_campaign=Vrr1tRSwXGM) |

| Machine Learning Crash Course                             | Google Developer Student Club | [click here](https://developers.google.com/machine-learning/crash-course/ml-intro)                                                                                                                                                                                     |

| 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&ranEAID=Vrr1tRSwXGM&ranSiteID=Vrr1tRSwXGM-FHQDALViz5JD74D6YRr0Rw&LSNPUBID=Vrr1tRSwXGM&utm_source=aff-campaign&utm_medium=udemyads)                   |

## 📱 Android Development

| TOPIC                      | SOURCE NAME    | LINK                                                                                              |

| -------------------------- | -------------- | ------------------------------------------------------------------------------------------------- |

| Flutter (Beginner)         | Johannes Milke | [click here](https://www.youtube.com/watch?v=g8Y1Eqa4pbc&list=PL1WkZqhlAdC_Tr3GFYq3W0KYfX49_FiNA) |

| Android (Basic to Advance) | Udacity        | [click here](https://www.udacity.com/course/developing-android-apps-with-kotlin--ud9012)          |

## ✒️ UI Development

| TOPIC                          | SOURCE NAME    | LINK                                                                               |

| ------------------------------ | -------------- | ---------------------------------------------------------------------------------- |

| Adobe XD (Beginner to Advance) | Pelfizz Studio | [click here](https://youtube.com/playlist?list=PLuRPummNMvIN43IBo1EltezV2ngqYz5T6) |

| Figma (Beginner to Advance)    | Pelfizz Studio | [click here](https://youtube.com/playlist?list=PLuRPummNMvINdAbI_WT7R5vdjcyRPeRiq) |

| Adobe Illustrator (Beginner)   | GFXMentor      | [click here](https://youtube.com/playlist?list=PLW-zSkCnZ-gCq0DjkzY-YapCBEk0lA6lR) |

| React Material UI (Beginner)   | Codevolution   | [click here](https://youtube.com/playlist?list=PLC3y8-rFHvwh-K9mDlrrcDywl7CeVL2rO) |

| Sketch (Beginner)              | LearnUX.io     | [click here](https://learnux.io/course/sketch) |

## 🌊 Frontend Development

| TOPIC                              | SOURCE NAME           | LINK                                                                                   |

| ---------------------------------- | --------------------- | -------------------------------------------------------------------------------------- |

| HTML                               | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=pQN-pnXPaVg)                              |

| HTML (Beginner)                    | Programming with Mosh | [click here](https://www.youtube.com/watch?v=qz0aGYrrlhU&t=344s)                       |

| HTML Canvas                        | Udacity               | [click here](https://www.udacity.com/course/html5-canvas--ud292)                       |

| CSS (Beginner)                     | Traversy Media        | [click here](https://www.youtube.com/watch?v=yfoY53QXEnI)                              |

| HTML/CSS From scratch              | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=mU6anWqZJcc)                              |

| HTML/CSS/Javascript (Beginners)    | CodeWithHarry         | [click here](https://youtube.com/playlist?list=PLu0W_9lII9agiCUZYRsvtGTXdxkzPyItg)     |

| Frontend web developer Bootcamp    | FreeCodeCamp          | [click here](https://youtu.be/zJSY8tbf_ys)                                             |

| Intro to HTML & CSS                | Udacity               | [click here](https://www.udacity.com/course/intro-to-html-and-css--ud001)              |

| Intro to AJAX                      | Udacity               | [click here](https://www.udacity.com/course/intro-to-ajax--ud110)                      |

| Intro to jQuery                    | Udacity               | [click here](https://www.udacity.com/course/intro-to-jquery--ud245)                    |

| JavaScript Basics                  | Udacity               | [click here](https://www.udacity.com/course/javascript-basics--ud804)                  |

| JavaScript (Beginner)              | Programming with Mosh | [click here](https://www.youtube.com/watch?v=W6NZfCO5SIk)                              |

| JavaScript Design Patterns         | Udacity               | [click here](https://www.udacity.com/course/javascript-design-patterns--ud989)         |

| JavaScript Testing                 | Udacity               | [click here](https://www.udacity.com/course/javascript-testing--ud549)                 |

| Object-Oriented JavaScript         | Udacity               | [click here](https://www.udacity.com/course/object-oriented-javascript--ud015)         |

| Responsive Images                  | Udacity               | [click here](https://www.udacity.com/course/responsive-images--ud882)                  |

| Responsive Web Design Fundamentals | Udacity               | [click here](https://www.udacity.com/course/responsive-web-design-fundamentals--ud893) |

## ⚡ Frontend Frameworks/Library

| TOPIC                          | SOURCE NAME       | LINK                                                                                   |

| ------------------------------ | ----------------- | -------------------------------------------------------------------------------------- |

| Tailwind CSS                   | The Net Ninja     | [click here](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gpXORlEHjc5bgnIi5HEGhw) |

| React JS (Beginner)            | Clever Programmer | [click here](https://www.youtube.com/watch?v=vIRBSI-elUM)                              |

| React JS (Intermediate)        | Scrimba           | [click here](https://scrimba.com/learn/learnreact)                                     |

| React JS (Beginner to Advance) | Clever Programmer | [click here](https://www.youtube.com/watch?v=-cMqr9HpZ-Y)                              |

| React JS (Beginner to Advance) | Codevolution      | [click here](https://www.youtube.com/playlist?list=PLC3y8-rFHvwgg3vaYJgHGnModB54rxOk3) |

| React JS (Advanced)            | Chris Blakely     | [click here](https://youtube.com/playlist?list=PLaebUsP3fWHuY7LpRHYmst5FFrrMYaaLR)     |

| React JS Crash Course          | Traversy Media    | [click here](https://www.youtube.com/watch?v=A71aqufiNtQ)                              |

| React Router v6                | Codevolution      | [click here](https://www.youtube.com/playlist?list=PLC3y8-rFHvwjkxt8TOteFdT_YmzwpBlrG) |

| React Redux                    | Codevolution      | [click here](https://www.youtube.com/playlist?list=PLC3y8-rFHvwheJHvseC3I0HuYI2f46oAK) |

| Next JS                        | Codevolution      | [click here](https://www.youtube.com/playlist?list=PLC3y8-rFHvwgC9mj0qv972IO5DmD-H0ZH) |

| Vue JS                         | The Net Ninja     | [click here](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gQcYgjhBoeQH7wiAyZNrYa) |

| Angular JS (Beginner)          | Codevolution      | [click here](https://www.youtube.com/playlist?list=PLC3y8-rFHvwhBRAgFinJR8KHIrCdTkZcZ) |

## 🔥 Backend Development

| TOPIC              | SOURCE NAME           | LINK                                                                                              |

| ------------------ | --------------------- | ------------------------------------------------------------------------------------------------- |

| Node JS            | Thapa Technical       | [click here](https://www.youtube.com/playlist?list=PLwGdqUZWnOp00IbeN0OtL9dmnasipZ9x8)            |

| Node JS            | CodeWithHarry         | [click here](https://youtube.com/playlist?list=PLobAq7hWqZWGTfhj4jNQAVzJd_y6iTErQ)                |

| Node JS (Rest API) | Artlfmj               | [click here](https://www.youtube.com/watch?v=z0mySTQDJvc&list=PLdgxJkMu3zdR9dUPZT4hX9esce3-SzuK6) |

| Python             | API Testing In Python | [click here](https://testautomationu.applitools.com/python-api-testing)                           |

| PHP (Rest API)     | ProgrammingKnowledge  | [click here](https://www.youtube.com/watch?v=dlGtSoigdB0)                                         |

## 🌀 Backend Frameworks/Library

| TOPIC              | SOURCE NAME                | LINK                                                                                   |

| ------------------ | -------------------------- | -------------------------------------------------------------------------------------- |

| Node & Express JS  | FreeCodeCamp               | [click here](https://youtu.be/Oe421EPjeBE)                                             |

| Laravel            | Laracasts                  | [click here](https://laracasts.com)                                                    |

| Laravel (Beginner) | ProgrammingKnowledge       | [click here](https://www.youtube.com/playlist?list=PLS1QulWo1RIbRHq1qqw3Jc7e8qlB6cWfi) |

| Pytest (Beginner)  | Test Automation University | [click here](https://testautomationu.applitools.com/pytest-tutorial)                   |

| Spring Boot        | Java Brains                | [click here](https://www.youtube.com/playlist?list=PLqq-6Pq4lTTbx8p2oCgcAQGQyqN8XeA1x) |

| Django             | FreeCodeCamp               | [click here](https://www.youtube.com/watch?v=jBzwzrDvZ18)                              |

| Django             | CodeWithHarry              | [click here](https://www.youtube.com/playlist?list=PLu0W_9lII9ah7DDtYtflgwMwpT3xmjXY9) |

| Flask              | Corey Schafer              | [click here](https://youtube.com/playlist?list=PL-osiE80TeTs4UjLw5MM6OjgkjFeUxCYH)     |

| GoLang             | FreeCodeCamp               | [click here](https://www.youtube.com/watch?v=jFfo23yIWac)                              |

## 📂 Database

| TOPIC             | SOURCE NAME    | LINK                                                                                   |

| ----------------- | -------------- | -------------------------------------------------------------------------------------- |

| DBMS Course       | Neso Academy   | [click here](https://www.youtube.com/playlist?list=PLBlnK6fEyqRi_CUQ-FXxgzKQ1dwr_ZJWZ) |

| SQL (CrashCourse) | CS50           | [click here](https://youtu.be/Wb0DM9I8RDo)                                             |

| SQL (Beginner)    | Amigoscode     | [click here](https://www.youtube.com/watch?v=5hzZtqCNQKk)                              |

| SQL               | AmigosCode     | [click here](https://www.youtube.com/watch?v=5hzZtqCNQKk)                              |

| MongoDB           | JsWiz          | [click here](https://www.youtube.com/playlist?list=PLGquJ_T_JBMQmvvrriJcwdESGECuRhvtR) |

| MongoDB           | WebDevSimplied | [click here](https://www.youtube.com/playlist?list=PLZlA0Gpn_vH9KXLvfhRS1J10UJZ0bZTj9) |

| MongoDB           | AmigosCode     | [click here](https://www.youtube.com/watch?v=Www6cTUymCY)                              |

## 🦄 Full Stack Development

| TOPIC               | SOURCE NAME  | LINK                                       |

| ------------------- | ------------ | ------------------------------------------ |

| Web Dev full course | Codedamn     | [click here](https://youtu.be/ZxKM3DCV2kE) |

## ☁ Cloud Computing

| TOPIC                                       | SOURCE NAME  | LINK                                                                                                                                   |

| ------------------------------------------- | ------------ | -------------------------------------------------------------------------------------------------------------------------------------- |

| AWS Cloud Certified Practitioner Essentials | Coursera     | [click here](https://www.coursera.org/learn/aws-cloud-practitioner-essentials/home/week/1)                                             |

| AWS Cloud Essentials Free Course            | AWS          | [click here](https://explore.skillbuilder.aws/learn/public/learning_plan/view/82/cloud-foundations-learning-plan?la=cta&cta=topbanner) |

## 🎭 CyberSecurity Tools

| TOPIC                      | SOURCE NAME                      | LINK                                                      |

| -------------------------- | -------------------------------- | --------------------------------------------------------- |

| Tcpdump                    | HackerSploit                     | [click here](https://www.youtube.com/watch?v=1lDfCRM6dWk) |

| Wireshark                  | Vinsloev Academy                 | [click here](https://www.youtube.com/watch?v=lb1Dw0elw0Q) |

| Kali Linux                 | Simplilearn                      | [click here](https://www.youtube.com/watch?v=psyDZ9ytlwc) |

| Metasploit                 | HackerSploit                     | [click here](https://www.youtube.com/watch?v=8lR27r8Y_ik) |

| Nmpap                      | HackerSploit                     | [click here](https://www.youtube.com/watch?v=5MTZdN9TEO4) |

| Tor Browser                | Lawrence Systems                 | [click here](https://www.youtube.com/watch?v=EczKNBikP_Y) |

| XSS - Cross Site Scripting | Virtual Forge an Onapsis Company | [click here](https://www.youtube.com/watch?v=cbmBDiR6WaY) |

## ⛓ Blockchain Development

| TOPIC                    | SOURCE NAME   | LINK                                                                                            |

| ------------------------ | ------------- | ----------------------------------------------------------------------------------------------- |

| Ethereum Complete Guide  | Udemy         | [click here](https://www.udemy.com/course/ethereum-and-solidity-the-complete-developers-guide/) |

| Ethereum with JavaScript | FreeCodeCamp  | [click here](https://www.youtube.com/watch?v=gyMwXuJrbJQ&ab_channel=freeCodeCamp.org)           |

| Ethereum with Python     | FreeCodeCamp  | [click here](https://www.youtube.com/watch?v=M576WGiDBdQ&ab_channel=freeCodeCamp.org)           |

## 📟 Programming Languages

| TOPIC                    | SOURCE NAME           | LINK                                                                                   |

| ------------------------ | --------------------- | -------------------------------------------------------------------------------------- |

| C                        | CS50                  | [click here](https://youtu.be/zYierUhIFNQ)                                             |

| C++                      | Apna College          | [click here](https://www.youtube.com/playlist?list=PLfqMhTWNBTe0b2nM6JHVCnAkhQRGiZMSJ) |

| C++ (Beginner)           | CodeWithHarry         | [click here](https://youtube.com/playlist?list=PLu0W_9lII9agpFUAlPFe_VNSlXW5uE0YL)     |

| C++ (Full course)        | Caleb Curry           | [click here](https://www.youtube.com/watch?v=_bYFu9mBnr4)                              |

| C# (Basic)               | Programming With Mosh | [click here](https://www.youtube.com/watch?v=gfkTfcpWqAY)                              |

| C# (Full Course)         | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=GhQdlIFylQ8)                              |

| Core JAVA                | Smart Programming     | [click here](https://www.youtube.com/playlist?list=PLlhM4lkb2sEhfuXL-2BDrJ67WkUdQ2v9b) |

| Javascript (Beginner)    | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=PkZNo7MFNFg)                              |

| Javascript (Beginner)    | Brad Travesy          | [click here](https://youtube.com/playlist?list=PLillGF-RfqbbnEGy3ROiLWk7JMCuSyQtX)     |

| JavaScript(OOPS)         | Apna College          | [click here](https://www.youtube.com/watch?v=bSrm9RXwBaI)                              |

| Flask                    | CS50                  | [click here](https://youtu.be/x_c8pTW8ZUc)                                             |

| Ruby (Beginner)          | ProgrammingKnowledge  | [click here](https://www.youtube.com/playlist?list=PLS1QulWo1RIbNBXZAeVbkkHEj9zsEbXQK) |

| GoLang (Beginner)        | Tech with Tim         | [click here](https://www.youtube.com/playlist?list=PLzMcBGfZo4-mtY_SE3HuzQJzuj4VlUG0q) |

| Kotlin                   | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=F9UC9DY-vIU)                              |

| Flutter (Beginner)       | The Net Ninja         | [click here](https://www.youtube.com/playlist?list=PL4cUxeGkcC9jLYyp2Aoh6hcWuxFDX6PBJ) |

| PHP (Full Course)        | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=OK_JCtrrv-c)                              |

| Python (OOPS)            | Telusko               | [click here](https://www.youtube.com/watch?v=qiSCMNBIP2g)                              | 

| Python (Beginner)        | TechWorld with Nana   | [click here](https://www.youtube.com/watch?v=t8pPdKYpowI)                              |

| Python (Beginner + OOPS) | Programming with Mosh | [click here](https://www.youtube.com/watch?v=_uQrJ0TkZlc)                              |

| Python Basics (Beginner) | FreeCodeCamp          | [click here](https://www.youtube.com/watch?v=rfscVS0vtbw)                              |

| Python Basics CrashCourse| CS50                  | [click here](https://youtu.be/ZEQh45W_UDo)                                             |

| Python (Advance)         | Python Engineer       | [click here](https://www.youtube.com/playlist?list=PLqnslRFeH2UqLwzS0AwKDKLrpYBKzLBy2) |

## 🎓 DSA

| TOPIC                                               | SOURCE NAME           | LINK                                                                                              |

| --------------------------------------------------- | --------------------- | ------------------------------------------------------------------------------------------------- |

| Algorithms                                          | Abdul Bari            | [click here](https://www.youtube.com/playlist?list=PLDN4rrl48XKpZkf03iYFl-O29szjTrs_O)            |

| DSA in Java                                         | Dinesh Varyani        | [click here](https://www.youtube.com/playlist?list=PL6Zs6LgrJj3tDXv8a_elC6eT_4R5gfX4d)            |

| Java + DSA + Interview Preparation Course (Ongoing) | Kunal Kushwaha        | [click here](https://youtube.com/playlist?list=PL9gnSGHSqcnr_DxHsP7AW9ftq0AtAyYqJ)                |

| Stack                                               | Aditya Verma          | [click here](https://www.youtube.com/playlist?list=PL_z_8CaSLPWdeOezg68SKkeLN4-T_jNHd)            |

| Recursion                                           | Aditya Verma          | [click here](https://www.youtube.com/watch?v=kHi1DUhp9kM&list=PL_z_8CaSLPWeT1ffjiImo0sYTcnLzo-wY) |

| Dynamic Programming                                 | Aditya Verma          | [click here](https://www.youtube.com/watch?v=nqowUJzG-iM&list=PL_z_8CaSLPWekqhdCPmFohncHwz8TY2Go) |

| Sliding Window Algorithm                            | Aditya Verma          | [click here](https://www.youtube.com/playlist?list=PL_z_8CaSLPWeM8BDJmIYDaoQ5zuwyxnfj)            |

| Data Structures                                     | mycodeschool          | [click here](https://youtube.com/playlist?list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P)                |

| Data Structures (in Hindi)                          | Anuj Bhaiya           | [click here](https://www.youtube.com/playlist?list=PLUcsbZa0qzu3yNzzAxgvSgRobdUUJvz7p)            |

| Java Complete Course - Placement Series             | Apna College          | [click here](https://www.youtube.com/playlist?list=PLfqMhTWNBTe3LtFWcvwpqTkUSlB32kJop)            |

| C++ (complete DSA)                                  | Code Help - by Babbar | [click here](https://youtube.com/playlist?list=PLDzeHZWIZsTryvtXdMr6rPh4IDexB5NIA)                |

## 👨🏻‍💻 Competitive Programming

| TOPIC                  | SOURCE NAME          | LINK                                                                                              |

| ---------------------- | -------------------- | ------------------------------------------------------------------------------------------------- |

| CP playlist (Hindi)    | Luv                  | [click here](https://www.youtube.com/playlist?list=PLauivoElc3ggagradg8MfOZreCMmXMmJ-)            |

| CP playlist (English)  | ProgrammingWithHarry | [click here](https://www.youtube.com/watch?v=_MF8L7ZxwRE)                                         |

| JavaScript Playlist    | ProgrammingWithHarry | [click here](https://www.youtube.com/watch?v=DW7OaXN9wMs&list=PLK8cqdr55Tsva3vMrKZ9u2eAuGo0wIJ46) |

| Algorithms Playlist    | Errichto             | [click here](https://www.youtube.com/playlist?list=PLl0KD3g-oDOHpWRyyGBUJ9jmul0lUOD80)            |

| Beginner Topics For CP | COPS IIT-(BHU)       | [click here](https://www.youtube.com/playlist?list=PLLt4yMoVgczX0qAe_Q1ZHpDdd3_IRrCx6)            |

| C++ STL                | Utkatsh Gupta        | [click here](https://youtu.be/PZogbfU4X5E)                                                        |

| C++ STL(Full Course)   | Luv                  | [click here](https://www.youtube.com/playlist?list=PLauivoElc3gh3RCiQA82MDI-gJfXQQVnn)            |

| Streams                | Geothermal           | [click here](https://www.youtube.com/channel/UCpUTNKWxw9p4nOvekiIRWow)                            |

| Streams                | Neal Wu              | [click here](https://www.youtube.com/c/NealWuProgramming)                                         |

| Streams                | SecondThread         | [click here](https://www.youtube.com/c/SecondThread)                                              |

| Streams                | William Lin          | [click here](https://www.youtube.com/c/WilliamLin168)                                             |

| Number Theory          | CodeNCode            | [click here](https://youtube.com/playlist?list=PL5DyztRVgtRWblnyEHtajWijQffrfwLz6)                |

| Algorithms (hard)      | Algorithms Live      | [click here](https://www.youtube.com/c/AlgorithmsLive/featured)                                   |

## ⚙ System Design

| TOPIC            | SOURCE NAME      | LINK                                       |

| ---------------- | ---------------- |------------------------------------------- |

|System Design     | Gaurav Sen       | [click here](https://www.youtube.com/playlist?list=PLMCXHnjXnTnvo6alSjVkgxV-VH6EPyvoX) |

|System Design     | sudoCODE         | [click here](https://www.youtube.com/playlist?list=PLTCrU9sGyburBw9wNOHebv9SjlE4Elv5a) |

## 🎯 Open Source

| TOPIC                 | SOURCE NAME         | LINK                                                      |

| --------------------- | ------------------- | --------------------------------------------------------- |

| What is Open Source   | Community classromm | [click here](https://www.youtube.com/watch?v=msyGybzCKRs) |

| What is Open Source   | Mozzilla            | [click here](https://www.youtube.com/watch?v=7c0IrsDsNaw) |

| Complete guide        | freeCodeCamp        | [click here](https://www.youtube.com/watch?v=yzeVMecydCE) |

| Getting started       | Traversy Media      | [click here](https://www.youtube.com/watch?v=3HqN-YS8eso) |

| How to start          | Gaurav Sen          | [click here](https://www.youtube.com/watch?v=Tq4RZ-JH6aM) |

| Git tutorial          | Kunal Kushwaha      | [click here](https://www.youtube.com/watch?v=Tq4RZ-JH6aM) |

| Ethics in communities | Microsoft           | [click here](https://www.youtube.com/watch?v=9BNSwKNadx4) |

## 🔐 DevRel

| TOPIC                    | SOURCE NAME         | LINK                                       |

| ------------------------ | ------------------- | ------------------------------------------ |

| Why?                     | Women who code      | [click here](https://youtu.be/lZvf5Tm4nSo) |

| Developer Advocacy       | Kunal Kushwaha      | [click here](https://youtu.be/MKztZJODyxY) |

| Roadmap                  | Brad McCoy          | [click here](https://youtu.be/_SSCZkSitlc) |

| How?                     | Eddie Jaoude        | [click here](https://youtu.be/iUZerHctTB8) |

| How to Get hired?        | Dev Rel             | [click here](https://youtu.be/VbM-Ii2HLoA) |

| Public speaking          | Chris Anderson      | [click here](https://youtu.be/-FOCpMAww28) |

| Best Practices           | Kunal Kushwaha      | [click here](https://youtu.be/mTsMaxkQ42I) |

| Learning in Public       | Kunal Kushwaha      | [click here](https://youtu.be/d8AJEXmOBnI) |

| Technical Blogging       | FreeCodeCamp Talks  | [click here](https://youtu.be/YODPgBadj80) |

| Community Management     | Community classroom | [click here](https://youtu.be/bnEIt1MyhDY) |

| 25+ Open Source Programs | Kunal Kushwaha      | [click here](https://youtu.be/x4hsV_q_YQc) |

## 💥 Miscellaneous

| TOPIC          | SOURCE NAME    | LINK                                                                                   |

| -------------- | -------------- | -------------------------------------------------------------------------------------- |

| Git and Github | FreeCodeCamp   | [click here](https://www.youtube.com/watch?v=RGOj5yH7evk)                              |

| Ethics         | CS50           | [click here](https://youtu.be/eNxMn7slmwI)                                             |

| Cookies        | Hussein Nasser | [click here](https://www.youtube.com/playlist?list=PLQnljOFTspQXaimjxx6uGLJz6lR25abZn) |

| Security       | CS50           | [click here](https://youtu.be/qFiAJ1sgYNU)                                             |







# Thanks to all Contributors

Thanks a lot for spending your time helping Topic Learning Resources.

[![Contributors](https://contrib.rocks/image?repo=debrajhyper/Topic_Learning_Resources)](https://github.com/debrajhyper/Topic_Learning_Resources/graphs/contributors)

# License

This repository is under The MIT License. Read the [LICENSE](https://github.com/debrajhyper/Topic_Learning_Resources/blob/master/LICENSE) file for more information.
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