Topic Learning Resources

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Table of Contents

• 📃 Documentations
  • ⚡ Development Doc
  • 🎯 Frameworks/Library Doc
  • 📄 Misc Doc
  • 👩🏻‍💻 Programming Doc
• 💻 Video/Playlist
  • 💡 Artificial Intelligence
  • 🔥 Backend Development
  • 🌀 Backend Frameworks/Library
  • 📂 Database
  • 📈 Data Science
  • 🎓 DSA
  • 🌊 Frontend Development
  • ⚡ Frontend Frameworks/Library
  • 📑 Machine Learning
  • 📄 Misc
  • 👩🏻‍💻 Programming

📃 Documentations

⚡ Development Doc

• Android Development : Doc - https://developer.android.com/courses

• 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

• 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

🎯 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

📄 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

👩🏻‍💻 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
• Ruby (Beginner) : Codecademy - https://codecademy.com/learn/learn-ruby
• Rust : Doc - https://rust-lang.org/learn

💻 Video/Playlist

💡 Artificial Intelligence

TOPIC	SOURCE NAME	LINK
AI Engineering	IBM - Coursera	click here
Applied AI	IBM - Coursera	click here
Artificial Intelligence for Robotics	Udacity	click here
Convolutional Neural Networks for Visual Recognition	Stanford - YouTube	click here
Deep Learning Specialization	DeepLearning.AI - Coursera	click here
Intro to Artificial Intelligence	Udacity	click here

🔥 Backend Development:

TOPIC	SOURCE NAME	LINK
Node JS	Thapa Technical	click here
PHP (MongoDB)	AmigosCode	click here
PHP(PostgreSQL)	AmigosCode	click here
PHP (Rest API)	ProgrammingKnowledge	click here
Python	API Testing In Python	click here
Python (Django)	FreeCodeCamp	click here
Python (Flask)	Corey Schafer	click here

🌀 Backend Frameworks/Library

TOPIC	SOURCE NAME	LINK
Laravel (Beginner)	ProgrammingKnowledge	click here
Pytest (Beginner)	Test Automation University	click here

📂 Database

TOPIC	SOURCE NAME	LINK
MongoDB	JsWiz	click here
MongoDB	WebDevSimplied	click here
SQL (Beginner)	Amigoscode	click here

📈 Data Science

TOPIC	SOURCE NAME	LINK
Intro to Data Science	Udacity	click here
IBM Data Science Professional Certificate	Coursera	click here
Foundations of Data Science: K-Means Clustering in Python	Coursera	click here
Bayesian Statistics: From Concept to Data Analysis	Coursera	click here
Process Mining: Data science in Action	Coursera	click here
Probability and Statistics: To p or not to p?	Coursera	click here
Linear Algebra Refresher Course	Udacity	click here

🎓 DSA

TOPIC	SOURCE NAME	LINK
Algorithms	Abdul Bari	click here
DSA in Java	Dinesh Varyani	click here
Dynamic Programming	Aditya Verma	click here
Java + DSA + Interview Preparation Course (Ongoing)	Kunal Kushwaha	click here
Recursion	Aditya Verma	click here
Sliding Window Algorithm	Aditya Verma	click here
Stack	Aditya Verma	click here

🌊 Frontend Development

TOPIC	SOURCE NAME	LINK
HTML	FreeCodeCamp	click here
HTML (Beginner)	Programming with Mosh	click here
HTML Canvas	Udacity	click here
HTML/CSS From scratch	FreeCodeCamp	click here
Intro to AJAX	Udacity	click here
Intro to HTML & CSS	Udacity	click here
Intro to jQuery	Udacity	click here
JavaScript Basics	Udacity	click here
JavaScript (Beginner)	Programming with Mosh	click here
JavaScript Design Patterns	Udacity	click here
JavaScript Testing	Udacity	click here
Object-Oriented JavaScript	Udacity	click here
Responsive Images	Udacity	click here
Responsive Web Design Fundamentals	Udacity	click here
Tailwind CSS	The Net Ninja	click here

⚡ Frontend Frameworks/Library

TOPIC	SOURCE NAME	LINK
React JS (Beginner)	Clever Programmer	click here
React JS (Beginner to Advance)	Clever Programmer	click here
React JS (Beginner to Advance)	Codevolution	click here
React JS Crash Course	Traversy Media	click here
React Redux	Codevolution	click here
Vue JS	The Net Ninja	click here

📑 Machine Learning

TOPIC	SOURCE NAME	LINK
Data Science, Machine Learning, Data Analysis, Python & R	Udemy	click here
Data Science: Machine Learning	Harvard university	click here
Machine Learning	Stanford - Coursera	click here
Machine Learning Crash Course	Google Developer Student Club	click here
Python Crash Course for Data Science and Machine Learning	Udemy	click here

📄 Misc

TOPIC	SOURCE NAME	LINK
Cookies	Hussein Nasser	click here

👩🏻‍💻 Programming:

TOPIC	SOURCE NAME	LINK
C++	Apna College	click here
C++ (Beginner)	CodeWithHarry	click here
C# (Basic)	Programming With Mosh	click here
C# (Full Course)	FreeCodeCamo	click here
Core JAVA	Smart Programming	click here
Flutter (Beginner)	The Net Ninja	click here
GoLang (Beginner)	Tech with Tim	click here
Javascript (Beginner)	Brad Travesy	click here
Javascript (Beginner)	FreeCodeCamp	click here
Kotlin	FreeCodeCamp	click here
PHP (Full Course)	FreeCodeCamp	click here
Python Basics (Beginner)	FreeCodeCamp	click here
Python (Beginner)	TechWorld with Nana	click here
Python (Advance)	Python Engineer	click here
Ruby (Beginner)	ProgrammingKnowledge	click here