diff --git a/.github/config.yml b/.github/config.yml
index 17753a2..af8f86c 100644
--- a/.github/config.yml
+++ b/.github/config.yml
@@ -1,56 +1,56 @@
-# Comment to be posted to on first time issues
-newIssueWelcomeComment: >
- Thanks for opening your first issue here!
-
-
- **Say Hi on** [Twitter](https://twitter.com/debraj_010) π
-
-
- [](https://twitter.com/debraj_010)
- [](https://www.linkedin.com/in/debrajkarmakar010/)
-
-
-
-# Comment to be posted to on PRs from first time contributors in your repository
-newPRWelcomeComment: >
- Thanks for opening this pull request! π€
-
- Wishing you a great [Hacktoberfest 2022](https://hacktoberfest.com/) π β‘
-
-
- π’ Spread the word about [@debrajhyper/Topic_Learning_Resources](https://github.com/debrajhyper/Topic_Learning_Resources) repo across your social media channels to help get others involved!
-
- π **Retweet** [this](https://twitter.com/debraj_010/status/1576082081188175872?s=20).
-
-
- [](https://github.com/debrajhyper)
-
-
- **Check out few other repos below** π
-
-
-
-
-
-
-
-
-
-
-
-
-
- **Show some** β€οΈ
- - Consider leaving a β [here](https://github.com/debrajhyper/Topic_Learning_Resources/).
- - Check out more beginner-friendly repos [here](https://github.com/debrajhyper?tab=repositories).
- - Follow @debrajhyper for more updates.
-
-
-# Comment to be posted to on pull requests merged by a first time user
-firstPRMergeComment: >
- Congrats on merging your first pull request! ππβ‘οΈ
-
- Wishing you a great [Hacktoberfest 2022](https://hacktoberfest.com/) π β‘
-
-
- Show some love by starring a few of my [repositories](https://github.com/debrajhyper?tab=repositories).
+# Comment to be posted to on first time issues
+newIssueWelcomeComment: >
+ Thanks for opening your first issue here!
+
+
+ **Say Hi on** [Twitter](https://twitter.com/debraj_010) π
+
+
+ [](https://twitter.com/debraj_010)
+ [](https://www.linkedin.com/in/debrajkarmakar010/)
+
+
+
+# Comment to be posted to on PRs from first time contributors in your repository
+newPRWelcomeComment: >
+ Thanks for opening this pull request! π€
+
+ Wishing you a great [Hacktoberfest 2022](https://hacktoberfest.com/) π β‘
+
+
+ π’ Spread the word about [@debrajhyper/Topic_Learning_Resources](https://github.com/debrajhyper/Topic_Learning_Resources) repo across your social media channels to help get others involved!
+
+ π **Retweet** [this](https://twitter.com/debraj_010/status/1576082081188175872?s=20).
+
+
+ [](https://github.com/debrajhyper)
+
+
+ **Check out few other repos below** π
+
+
+
+
+
+
+
+
+
+
+
+
+
+ **Show some** β€οΈ
+ - Consider leaving a β [here](https://github.com/debrajhyper/Topic_Learning_Resources/).
+ - Check out more beginner-friendly repos [here](https://github.com/debrajhyper?tab=repositories).
+ - Follow @debrajhyper for more updates.
+
+
+# Comment to be posted to on pull requests merged by a first time user
+firstPRMergeComment: >
+ Congrats on merging your first pull request! ππβ‘οΈ
+
+ Wishing you a great [Hacktoberfest 2022](https://hacktoberfest.com/) π β‘
+
+
+ Show some love by starring a few of my [repositories](https://github.com/debrajhyper?tab=repositories).
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 02a3ee9..773cd04 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,65 +1,65 @@
-# Contributing to Topic Learning Resources
-We love your input! We want to make contributing to this project as easy and transparent as possible, whether it's:
-
-- Reporting a bug
-- Discussing the current state of the code
-- Submitting a fix
-- Proposing new features
-- Becoming a maintainer
-
-## Guidelines
-
-- Mention total **number of changes/added** resources in the pull request.
-- Pull request should include a link to the resource and a short description.
-- The resource **must** be completely free or to have a free tier.
-- Make sure you add your resource in the correct alphabetical order
-
-## Template
- - please follow this link type.
- - https:// at the starting.
- - No / at the end.
-#### Documentations
-- TOPIC : SOURCE NAME - LINK
-- SASS : w3schools - https://www.w3schools.com/sass
-- Next : Docs - https://nextjs.org
-
-#### Video/Playlist
-| TOPIC | SOURCE NAME | LINK |
-| ------------------------------ | ----------------- | --------------------------------------------------------- |
-| HTML | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=pQN-pnXPaVg) |
-| Python Basics (Beginner) | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=rfscVS0vtbw) |
-| React JS (Beginner to Advance) | Clever Programmer | [click here](https://www.youtube.com/watch?v=-cMqr9HpZ-Y) |
-| Python Tutorial(Beginner) | Great Learning | [click here] ( https://youtu.be/RJWlUyfOy1o ) |
-| Excel Tutorial (Beginner) | Teacher's Tech | [click here] ( https://youtube.com/playlist?list=PLmkaw6oRnRv8lAKbKbflJRqS-9wuYNWUw ) |
-
-
-
-
-
-#### Games to Learn Tech
-| TOPIC | SOURCE NAME | LINK |
-| ------------------------------ | ----------------- | --------------------------------------------------------- |
-| FlexBox | Flexbox Froggy | [click here](http://flexboxfroggy.com/) |
-| WebDev | codingFantasy | [click here](https://codingfantasy.com/) |
-
-
-## Steps For Contribution
-
- 1. Fork this repo
- 2. Star β this repo
- 3. Add Your Awesome Learning Resources
- 4. commit the changes
- 5. Make Pull Request
-
-
-## Get help from Github:
-
-- [Forking a Repo](https://help.github.com/en/github/getting-started-with-github/fork-a-repo)
-- [Cloning a Repo](https://help.github.com/en/desktop/contributing-to-projects/creating-an-issue-or-pull-request)
-- [How to create a Pull Request](https://opensource.com/article/19/7/create-pull-request-github)
-- [Getting started with Git and GitHub](https://towardsdatascience.com/getting-started-with-git-and-github-6fcd0f2d4ac6)
-- [Learn GitHub from Scratch](https://lab.github.com/githubtraining/introduction-to-github)
-
-
-## Thank you! β€οΈ
-Thank you for contributing to my awesome resources.
+# Contributing to Topic Learning Resources
+We love your input! We want to make contributing to this project as easy and transparent as possible, whether it's:
+
+- Reporting a bug
+- Discussing the current state of the code
+- Submitting a fix
+- Proposing new features
+- Becoming a maintainer
+
+## Guidelines
+
+- Mention total **number of changes/added** resources in the pull request.
+- Pull request should include a link to the resource and a short description.
+- The resource **must** be completely free or to have a free tier.
+- Make sure you add your resource in the correct alphabetical order
+
+## Template
+ - please follow this link type.
+ - https:// at the starting.
+ - No / at the end.
+#### Documentations
+- TOPIC : SOURCE NAME - LINK
+- SASS : w3schools - https://www.w3schools.com/sass
+- Next : Docs - https://nextjs.org
+
+#### Video/Playlist
+| TOPIC | SOURCE NAME | LINK |
+| ------------------------------ | ----------------- | --------------------------------------------------------- |
+| HTML | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=pQN-pnXPaVg) |
+| Python Basics (Beginner) | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=rfscVS0vtbw) |
+| React JS (Beginner to Advance) | Clever Programmer | [click here](https://www.youtube.com/watch?v=-cMqr9HpZ-Y) |
+| Python Tutorial(Beginner) | Great Learning | [click here] ( https://youtu.be/RJWlUyfOy1o ) |
+| Excel Tutorial (Beginner) | Teacher's Tech | [click here] ( https://youtube.com/playlist?list=PLmkaw6oRnRv8lAKbKbflJRqS-9wuYNWUw ) |
+
+
+
+
+
+#### Games to Learn Tech
+| TOPIC | SOURCE NAME | LINK |
+| ------------------------------ | ----------------- | --------------------------------------------------------- |
+| FlexBox | Flexbox Froggy | [click here](http://flexboxfroggy.com/) |
+| WebDev | codingFantasy | [click here](https://codingfantasy.com/) |
+
+
+## Steps For Contribution
+
+ 1. Fork this repo
+ 2. Star β this repo
+ 3. Add Your Awesome Learning Resources
+ 4. commit the changes
+ 5. Make Pull Request
+
+
+## Get help from Github:
+
+- [Forking a Repo](https://help.github.com/en/github/getting-started-with-github/fork-a-repo)
+- [Cloning a Repo](https://help.github.com/en/desktop/contributing-to-projects/creating-an-issue-or-pull-request)
+- [How to create a Pull Request](https://opensource.com/article/19/7/create-pull-request-github)
+- [Getting started with Git and GitHub](https://towardsdatascience.com/getting-started-with-git-and-github-6fcd0f2d4ac6)
+- [Learn GitHub from Scratch](https://lab.github.com/githubtraining/introduction-to-github)
+
+
+## Thank you! β€οΈ
+Thank you for contributing to my awesome resources.
diff --git a/LICENSE b/LICENSE
index c7e3757..245c348 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,21 +1,21 @@
-MIT License
-
-Copyright (c) 2021 Debraj Karmakar
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
+MIT License
+
+Copyright (c) 2021 Debraj Karmakar
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/README.md b/README.md
index 37c4420..3b5c4d9 100644
--- a/README.md
+++ b/README.md
@@ -1,271 +1,275 @@
-[](https://github.com/debrajhyper)
-# Topic Learning Resources [](https://github.com/debrajhyper)
-
-This is an awesome project about Learning resources. π
-
-Resources are added frequently! β‘
-
-Enjoy!
-
-If you like this repo, be sure to β it.
-
-Please read [`contributing guidelines`](./CONTRIBUTING.md) before submitting new resources.
-
-## Table of Contents
-- [π Documentations](#-documentations)
- - [β‘ Development Doc](#-development-doc)
- - [π― Frameworks/Library Doc](#-frameworkslibrary-doc)
- - [π Misc Doc](#-misc-doc)
- - [π©π»βπ» Programming Doc](#-programming-doc)
-- [π» Video/Playlist](#-videoplaylist)
- - [π‘ Artificial Intelligence](#-artificial-intelligence)
- - [π₯ Backend Development](#-backend-development)
- - [π Backend Frameworks/Library](#-backend-frameworkslibrary)
- - [π Database](#-database)
- - [π Data Science](#-data-science)
- - [π DSA](#-dsa)
- - [π Frontend Development](#-frontend-development)
- - [β‘ Frontend Frameworks/Library](#-frontend-frameworkslibrary)
- - [π Machine Learning](#-machine-learning)
- - [π Misc](#-misc)
- - [π©π»βπ» Programming](#-programming)
-
-
-
-# π Documentations
-
-## β‘ Development Doc
-- Android Development : Doc - https://developer.android.com/courses
-
-
-
-
-π§Websites for programming competitions
-
-
-
-https://clist.by/ π
-
-https://www.topcoder.com/
-
-https://www.hackerrank.com/
-
-https://icpc.global/
-
-https://www.codechef.com/
-
-https://www.geeksforgeeks.org/
-
-https://leetcode.com/
-
-https://codeforces.com/
-
-
-- CSS :
- - CSS Animated Tutorial - https://joshwcomeau.com/tutorials/css
- - CSS Flexbox - https://darekkay.com/dev/flexbox-cheatsheet
- - CSS Grid - https://grid.malven.co
- - CSS Tricks - https://css-tricks.com
- - FreeCodeCamp - https://freecodecamp.org
- - Introduction to CSS by Scrimba - https://scrimba.com/learn/introtocss
- - Materialize CSS - https://materializecss.com
- - SoloLearn - https://sololearn.com
- - W3Schools - https://w3schools.com/css
- - WEB.DEV - https://web.dev/learn/css
-
-- HTML :
- - Learn-HTML - https://learn-html.org
- - TutorialsPoint - https://tutorialspoint.com/html/html_tutorial.pdf
-
-- HTML/CSS :
- - FreecodeCamp responsive web design certification - https://freecodecamp.org/learn/responsive-web-design
- - 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
-
-- SASS :
- - Doc - https://sass-lang.com/documentation
- - W3Schools - https://w3schools.com/sass
-
-- TypeScript : Official Handbook - https://www.typescriptlang.org/docs/handbook/2/basic-types.html
-
-- Webpack : Doc - https://webpack.js.org
-
-- Flutter :
- - Freecodecamp Flutter Course for Beginners β 37-hour Cross Platform App Development Tutorial - https://www.freecodecamp.org/news/learn-flutter-full-course
- - Flutter Basics - https://flutter.dev/
- - Angela Yu Flutter Course - https://freecoursesite.com/the-complete-flutter-development-bootcamp-with-dart-13
- - Johannes Milke Flutter essentials - https://www.youtube.com/JohannesMilke
-
-## π― Frameworks/Library Doc
-- Angular : Doc - https://angular.io
-- Bootstrap 4 : Scrimba - https://scrimba.com/learn/bootstrap4
-- Bulma : openbase - https://openbase.io/js/bulma/tutorials
-- Chakra UI : Doc - https://chakra-ui.com/getting-started
-- Material UI : Doc - https://mui.com
-- Next : Doc - https://nextjs.org
-- React JS : Doc - https://reactjs.org/docs/hello-world
-- Svelte: Doc - https://svelte.dev
-- TailwindCSS : Doc - https://tailwindcss.com
-- Vue : Doc - https://vuejs.org
-
-## π Misc Doc
-- 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
-
-## π©π»βπ» Programming Doc
-- PHP :
- - The Right Way - https://phptherightway.com
- - W3Schools - https://www.w3schools.com/php
- - Official Doc - https://www.php.net/manual/en/index.php
-- Python :
- - FreecodeCamp Scientific Computing with Python certification - https://freecodecamp.org/learn/scientific-computing-with-python
- - Python for everybody by Dr. Chuck - https://py4e.com
- - Python Blog series by Aatmaj on Dev.to - https://dev.to/aatmaj/series/13315
-- Ruby (Beginner) : Codecademy - https://codecademy.com/learn/learn-ruby
-- Rust : Doc - https://rust-lang.org/learn
-
-
-
-
-
-# π» Video/Playlist
-
-## π‘ Artificial Intelligence
-
-| TOPIC | SOURCE NAME | LINK |
-| ---------------------------------------------------- | -------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| 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)
-| AWS Cloud Certified Practitioner Essentials | Coursera | [click here](https://www.coursera.org/learn/aws-cloud-practitioner-essentials/home/week/1)
-
-## π₯ Backend Development:
-
-| TOPIC | SOURCE NAME | LINK |
-| --------------- | --------------------- | -------------------------------------------------------------------------------------- |
-| Node JS | Thapa Technical | [click here](https://www.youtube.com/playlist?list=PLwGdqUZWnOp00IbeN0OtL9dmnasipZ9x8) |
-| PHP (MongoDB) | AmigosCode | [click here](https://www.youtube.com/watch?v=Www6cTUymCY) |
-| PHP(PostgreSQL) | AmigosCode | [click here](https://www.youtube.com/watch?v=5hzZtqCNQKk) |
-| PHP (Rest API) | ProgrammingKnowledge | [click here](https://www.youtube.com/watch?v=dlGtSoigdB0) |
-| Python | API Testing In Python | [click here](https://testautomationu.applitools.com/python-api-testing) |
-| Python (Django) | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=jBzwzrDvZ18) |
-| Python (Flask) | Corey Schafer | [click here](https://youtube.com/playlist?list=PL-osiE80TeTs4UjLw5MM6OjgkjFeUxCYH) |
-
-## π Backend Frameworks/Library
-
-| TOPIC | SOURCE NAME | LINK |
-| ----------------- | -------------------------- | -------------------------------------------------------------------------------------- |
-| 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) |
-
-## π Database
-
-| TOPIC | SOURCE NAME | LINK |
-| ----------------- | -------------- | -------------------------------------------------------------------------------------- |
-| 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) |
-| SQL (Beginner) | Amigoscode | [click here](https://www.youtube.com/watch?v=5hzZtqCNQKk) |
-
-## π 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) |
-
-## π 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) |
-| Dynamic Programming | Aditya Verma | [click here](https://www.youtube.com/watch?v=nqowUJzG-iM&list=PL_z_8CaSLPWekqhdCPmFohncHwz8TY2Go) |
-| Java + DSA + Interview Preparation Course (Ongoing) | Kunal Kushwaha | [click here](https://youtube.com/playlist?list=PL9gnSGHSqcnr_DxHsP7AW9ftq0AtAyYqJ) |
-| Recursion | Aditya Verma | [click here](https://www.youtube.com/watch?v=kHi1DUhp9kM&list=PL_z_8CaSLPWeT1ffjiImo0sYTcnLzo-wY) |
-| Sliding Window Algorithm | Aditya Verma | [click here](https://www.youtube.com/playlist?list=PL_z_8CaSLPWeM8BDJmIYDaoQ5zuwyxnfj) |
-| Stack | Aditya Verma | [click here](https://www.youtube.com/playlist?list=PL_z_8CaSLPWdeOezg68SKkeLN4-T_jNHd) |
-
-## π 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) |
-| HTML/CSS From scratch | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=mU6anWqZJcc) |
-| Intro to AJAX | Udacity | [click here](https://www.udacity.com/course/intro-to-ajax--ud110) |
-| Intro to HTML & CSS | Udacity | [click here](https://www.udacity.com/course/intro-to-html-and-css--ud001) |
-| 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) |
-| Tailwind CSS | The Net Ninja | [click here](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gpXORlEHjc5bgnIi5HEGhw) |
-
-
-
-## β‘ Frontend Frameworks/Library
-
-| TOPIC | SOURCE NAME | LINK |
-| ------------------------------ | ----------------- | -------------------------------------------------------------------------------------- |
-| React JS (Beginner) | Clever Programmer | [click here](https://www.youtube.com/watch?v=vIRBSI-elUM) |
-| 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 Crash Course | Traversy Media | [click here](https://www.youtube.com/watch?v=A71aqufiNtQ) |
-| React Redux | Codevolution | [click here](https://www.youtube.com/playlist?list=PLC3y8-rFHvwheJHvseC3I0HuYI2f46oAK) |
-| Vue JS | The Net Ninja | [click here](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gQcYgjhBoeQH7wiAyZNrYa) |
-
-## π 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) |
-
-## π Misc
-
-| TOPIC | SOURCE NAME | LINK |
-| ------------------------ | --------------------- | -------------------------------------------------------------------------------------- |
-| Cookies | Hussein Nasser | [click here](https://www.youtube.com/playlist?list=PLQnljOFTspQXaimjxx6uGLJz6lR25abZn) |
-
-## π©π»βπ» Programming:
-
-| TOPIC | SOURCE NAME | LINK |
-| ------------------------ | --------------------- | -------------------------------------------------------------------------------------- |
-| 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# (Basic) | Programming With Mosh | [click here](https://www.youtube.com/watch?v=gfkTfcpWqAY) |
-| C# (Full Course) | FreeCodeCamo | [click here](https://www.youtube.com/watch?v=GhQdlIFylQ8) |
-| Core JAVA | Smart Programming | [click here](https://www.youtube.com/playlist?list=PLlhM4lkb2sEhfuXL-2BDrJ67WkUdQ2v9b) |
-| Flutter (Beginner) | The Net Ninja | [click here](https://www.youtube.com/playlist?list=PL4cUxeGkcC9jLYyp2Aoh6hcWuxFDX6PBJ) |
-| GoLang (Beginner) | Tech with Tim | [click here](https://www.youtube.com/playlist?list=PLzMcBGfZo4-mtY_SE3HuzQJzuj4VlUG0q) |
-| Javascript (Beginner) | Brad Travesy | [click here](https://youtube.com/playlist?list=PLillGF-RfqbbnEGy3ROiLWk7JMCuSyQtX) |
-| Javascript (Beginner) | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=PkZNo7MFNFg) |
-| Kotlin | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=F9UC9DY-vIU) |
-| PHP (Full Course) | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=OK_JCtrrv-c) |
-| Python Basics (Beginner) | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=rfscVS0vtbw) |
-| Python (Beginner) | TechWorld with Nana | [click here](https://www.youtube.com/watch?v=t8pPdKYpowI) |
-| Python (Advance) | Python Engineer | [click here](https://www.youtube.com/playlist?list=PLqnslRFeH2UqLwzS0AwKDKLrpYBKzLBy2) |
-| Ruby (Beginner) | ProgrammingKnowledge | [click here](https://www.youtube.com/playlist?list=PLS1QulWo1RIbNBXZAeVbkkHEj9zsEbXQK) |
+[](https://github.com/debrajhyper)
+# Topic Learning Resources [](https://github.com/debrajhyper)
+
+This is an awesome project about Learning resources. π
+
+Resources are added frequently! β‘
+
+Enjoy!
+
+If you like this repo, be sure to β it.
+
+Please read [`contributing guidelines`](./CONTRIBUTING.md) before submitting new resources.
+
+## Table of Contents
+- [Topic Learning Resources ](#topic-learning-resources-)
+ - [Table of Contents](#table-of-contents)
+- [π Documentations](#-documentations)
+ - [β‘ Development Doc](#-development-doc)
+ - [π― Frameworks/Library Doc](#-frameworkslibrary-doc)
+ - [π Misc Doc](#-misc-doc)
+ - [π©π»βπ» Programming Doc](#-programming-doc)
+- [π» Video/Playlist](#-videoplaylist)
+ - [π‘ Artificial Intelligence](#-artificial-intelligence)
+ - [π₯ Backend Development:](#-backend-development)
+ - [π Backend Frameworks/Library](#-backend-frameworkslibrary)
+ - [π Database](#-database)
+ - [π Data Science](#-data-science)
+ - [π DSA](#-dsa)
+ - [π Frontend Development](#-frontend-development)
+ - [β‘ Frontend Frameworks/Library](#-frontend-frameworkslibrary)
+ - [π Machine Learning](#-machine-learning)
+ - [π Misc](#-misc)
+ - [π©π»βπ» Programming:](#-programming)
+
+
+
+# π Documentations
+
+## β‘ Development Doc
+- Android Development : Doc - https://developer.android.com/courses
+
+
+
+
+π§Websites for programming competitions
+
+
+
+https://clist.by/ π
+
+https://www.topcoder.com/
+
+https://www.hackerrank.com/
+
+https://icpc.global/
+
+https://www.codechef.com/
+
+https://www.geeksforgeeks.org/
+
+https://leetcode.com/
+
+https://codeforces.com/
+
+
+- CSS :
+ - CSS Animated Tutorial - https://joshwcomeau.com/tutorials/css
+ - CSS Flexbox - https://darekkay.com/dev/flexbox-cheatsheet
+ - CSS Grid - https://grid.malven.co
+ - CSS Tricks - https://css-tricks.com
+ - FreeCodeCamp - https://freecodecamp.org
+ - Introduction to CSS by Scrimba - https://scrimba.com/learn/introtocss
+ - Materialize CSS - https://materializecss.com
+ - SoloLearn - https://sololearn.com
+ - W3Schools - https://w3schools.com/css
+ - WEB.DEV - https://web.dev/learn/css
+
+- HTML :
+ - Learn-HTML - https://learn-html.org
+ - TutorialsPoint - https://tutorialspoint.com/html/html_tutorial.pdf
+
+- HTML/CSS :
+ - FreecodeCamp responsive web design certification - https://freecodecamp.org/learn/responsive-web-design
+ - 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
+
+- SASS :
+ - Doc - https://sass-lang.com/documentation
+ - W3Schools - https://w3schools.com/sass
+
+- TypeScript : Official Handbook - https://www.typescriptlang.org/docs/handbook/2/basic-types.html
+
+- Webpack : Doc - https://webpack.js.org
+
+- Flutter :
+ - Freecodecamp Flutter Course for Beginners β 37-hour Cross Platform App Development Tutorial - https://www.freecodecamp.org/news/learn-flutter-full-course
+ - Flutter Basics - https://flutter.dev/
+ - Angela Yu Flutter Course - https://freecoursesite.com/the-complete-flutter-development-bootcamp-with-dart-13
+ - Johannes Milke Flutter essentials - https://www.youtube.com/JohannesMilke
+
+## π― Frameworks/Library Doc
+- Angular : Doc - https://angular.io
+- Bootstrap 4 : Scrimba - https://scrimba.com/learn/bootstrap4
+- Bulma : openbase - https://openbase.io/js/bulma/tutorials
+- Chakra UI : Doc - https://chakra-ui.com/getting-started
+- Material UI : Doc - https://mui.com
+- Next : Doc - https://nextjs.org
+- React JS : Doc - https://reactjs.org/docs/hello-world
+- Svelte: Doc - https://svelte.dev
+- TailwindCSS : Doc - https://tailwindcss.com
+- Vue : Doc - https://vuejs.org
+
+## π Misc Doc
+- 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
+
+## π©π»βπ» Programming Doc
+- PHP :
+ - The Right Way - https://phptherightway.com
+ - W3Schools - https://www.w3schools.com/php
+ - Official Doc - https://www.php.net/manual/en/index.php
+- Python :
+ - FreecodeCamp Scientific Computing with Python certification - https://freecodecamp.org/learn/scientific-computing-with-python
+ - Python for everybody by Dr. Chuck - https://py4e.com
+ - Python Blog series by Aatmaj on Dev.to - https://dev.to/aatmaj/series/13315
+- Ruby (Beginner) : Codecademy - https://codecademy.com/learn/learn-ruby
+- Rust : Doc - https://rust-lang.org/learn
+
+
+
+
+
+# π» Video/Playlist
+
+## π‘ Artificial Intelligence
+
+| TOPIC | SOURCE NAME | LINK |
+| ---------------------------------------------------- | -------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| 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)
+| AWS Cloud Certified Practitioner Essentials | Coursera | [click here](https://www.coursera.org/learn/aws-cloud-practitioner-essentials/home/week/1)
+
+## π₯ Backend Development:
+
+| TOPIC | SOURCE NAME | LINK |
+| --------------- | --------------------- | -------------------------------------------------------------------------------------- |
+| Node JS | Thapa Technical | [click here](https://www.youtube.com/playlist?list=PLwGdqUZWnOp00IbeN0OtL9dmnasipZ9x8) |
+| PHP (MongoDB) | AmigosCode | [click here](https://www.youtube.com/watch?v=Www6cTUymCY) |
+| PHP(PostgreSQL) | AmigosCode | [click here](https://www.youtube.com/watch?v=5hzZtqCNQKk) |
+| PHP (Rest API) | ProgrammingKnowledge | [click here](https://www.youtube.com/watch?v=dlGtSoigdB0) |
+| Python | API Testing In Python | [click here](https://testautomationu.applitools.com/python-api-testing) |
+| Python (Django) | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=jBzwzrDvZ18) |
+| Python (Flask) | Corey Schafer | [click here](https://youtube.com/playlist?list=PL-osiE80TeTs4UjLw5MM6OjgkjFeUxCYH) |
+| Python (FastAPI)| BitFumes | [click here](https://www.youtube.com/watch?v=7t2alSnE2-I&t=4866s) |
+| Java Spring Boot| Telusko | [click here](https://www.youtube.com/watch?v=Ch163VfHtvA&list=PLsyeobzWxl7oA8QOlMtQsRT_I7Rx2hoX4)|
+
+## π Backend Frameworks/Library
+
+| TOPIC | SOURCE NAME | LINK |
+| ----------------- | -------------------------- | -------------------------------------------------------------------------------------- |
+| 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) |
+
+## π Database
+
+| TOPIC | SOURCE NAME | LINK |
+| ----------------- | -------------- | -------------------------------------------------------------------------------------- |
+| 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) |
+| SQL (Beginner) | Amigoscode | [click here](https://www.youtube.com/watch?v=5hzZtqCNQKk) |
+
+## π 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) |
+
+## π 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) |
+| Dynamic Programming | Aditya Verma | [click here](https://www.youtube.com/watch?v=nqowUJzG-iM&list=PL_z_8CaSLPWekqhdCPmFohncHwz8TY2Go) |
+| Java + DSA + Interview Preparation Course (Ongoing) | Kunal Kushwaha | [click here](https://youtube.com/playlist?list=PL9gnSGHSqcnr_DxHsP7AW9ftq0AtAyYqJ) |
+| Recursion | Aditya Verma | [click here](https://www.youtube.com/watch?v=kHi1DUhp9kM&list=PL_z_8CaSLPWeT1ffjiImo0sYTcnLzo-wY) |
+| Sliding Window Algorithm | Aditya Verma | [click here](https://www.youtube.com/playlist?list=PL_z_8CaSLPWeM8BDJmIYDaoQ5zuwyxnfj) |
+| Stack | Aditya Verma | [click here](https://www.youtube.com/playlist?list=PL_z_8CaSLPWdeOezg68SKkeLN4-T_jNHd) |
+
+## π 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) |
+| HTML/CSS From scratch | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=mU6anWqZJcc) |
+| Intro to AJAX | Udacity | [click here](https://www.udacity.com/course/intro-to-ajax--ud110) |
+| Intro to HTML & CSS | Udacity | [click here](https://www.udacity.com/course/intro-to-html-and-css--ud001) |
+| 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) |
+| Tailwind CSS | The Net Ninja | [click here](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gpXORlEHjc5bgnIi5HEGhw) |
+
+
+
+## β‘ Frontend Frameworks/Library
+
+| TOPIC | SOURCE NAME | LINK |
+| ------------------------------ | ----------------- | -------------------------------------------------------------------------------------- |
+| React JS (Beginner) | Clever Programmer | [click here](https://www.youtube.com/watch?v=vIRBSI-elUM) |
+| 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 Crash Course | Traversy Media | [click here](https://www.youtube.com/watch?v=A71aqufiNtQ) |
+| React Redux | Codevolution | [click here](https://www.youtube.com/playlist?list=PLC3y8-rFHvwheJHvseC3I0HuYI2f46oAK) |
+| Vue JS | The Net Ninja | [click here](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gQcYgjhBoeQH7wiAyZNrYa) |
+
+## π 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) |
+
+## π Misc
+
+| TOPIC | SOURCE NAME | LINK |
+| ------------------------ | --------------------- | -------------------------------------------------------------------------------------- |
+| Cookies | Hussein Nasser | [click here](https://www.youtube.com/playlist?list=PLQnljOFTspQXaimjxx6uGLJz6lR25abZn) |
+
+## π©π»βπ» Programming:
+
+| TOPIC | SOURCE NAME | LINK |
+| ------------------------ | --------------------- | -------------------------------------------------------------------------------------- |
+| 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# (Basic) | Programming With Mosh | [click here](https://www.youtube.com/watch?v=gfkTfcpWqAY) |
+| C# (Full Course) | FreeCodeCamo | [click here](https://www.youtube.com/watch?v=GhQdlIFylQ8) |
+| Core JAVA | Smart Programming | [click here](https://www.youtube.com/playlist?list=PLlhM4lkb2sEhfuXL-2BDrJ67WkUdQ2v9b) |
+| Flutter (Beginner) | The Net Ninja | [click here](https://www.youtube.com/playlist?list=PL4cUxeGkcC9jLYyp2Aoh6hcWuxFDX6PBJ) |
+| GoLang (Beginner) | Tech with Tim | [click here](https://www.youtube.com/playlist?list=PLzMcBGfZo4-mtY_SE3HuzQJzuj4VlUG0q) |
+| Javascript (Beginner) | Brad Travesy | [click here](https://youtube.com/playlist?list=PLillGF-RfqbbnEGy3ROiLWk7JMCuSyQtX) |
+| Javascript (Beginner) | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=PkZNo7MFNFg) |
+| Kotlin | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=F9UC9DY-vIU) |
+| PHP (Full Course) | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=OK_JCtrrv-c) |
+| Python Basics (Beginner) | FreeCodeCamp | [click here](https://www.youtube.com/watch?v=rfscVS0vtbw) |
+| Python (Beginner) | TechWorld with Nana | [click here](https://www.youtube.com/watch?v=t8pPdKYpowI) |
+| Python (Advance) | Python Engineer | [click here](https://www.youtube.com/playlist?list=PLqnslRFeH2UqLwzS0AwKDKLrpYBKzLBy2) |
+| Ruby (Beginner) | ProgrammingKnowledge | [click here](https://www.youtube.com/playlist?list=PLS1QulWo1RIbNBXZAeVbkkHEj9zsEbXQK) |