A to Z Resources for Students

If you think this repository helped you in any in finding new opportunities, tag me on Twitter at @HQdeepak and help it reach more people in the community.

Buy Me a Coffee

Are you a college student or a working professional looking for resources to learn a new coding language? Are you looking to meet new people in your community or searching for global conferences, hackathons and competitions to attend? If so, you should definitely check this out.

When I was in college, I missed a lot of opportunities like hackathons, conferences, internships, workshops and many global events due to lack of awareness. I don't want the emerging developers to suffer the same as me. Hence, I and a bunch of other developers around have collected a list of resources for students. If you are in college, a college graduate, or just starting out as a developer, you should definitely check it out!

Image credits: Google

Table of Contents :clipboard:

1. Coding Resources - How to learn xyz

   • Python
   • Machine Learning
   • Deep Learning
   • Android Development
   • Backend Development
   • Frontend Web Development
   • Full-stack Web Development
   • Data Structures
   • Alexa Tutorials
   • C Language
   • C++ Language
   • Git and Github
   • R Language
   • Haskell
   • MongoDB
   • Prolog
   • C# Language
   • DevDocs
   • Docker
   • Microsoft Technologies
   • Scala
   • Programming Notes for Professionals
   • MATLAB/Octave
   • Go Language

2. Hackathons and Events

   • Top Global Hackathons
   • Competitions
   • Hackathon Search Portal
   • Events
   • Startup Summits and Competitions
   • Hiring Challenges

3. Student Benefits and Programs

   • Campus Ambassador Programs
   • Student Benefits and Packs
   • Student Fellowship Programs
   • Scholarships

4. Open Source Programs

5. Startup Programs and Incubators

6. Internship Portals

7. Developer Clubs and Meetups

8. Conferences for students

9. Top People to Follow

10. Top Websites to Follow

11. Top 50 YouTube Channels to Follow

    • Top 10 in Technology
    • Top 10 in Startup
    • Top 10 in Design
    • To 10 in Business
    • Top 10 in Finance

12. Additional Links

13. Bootcamps

14. Miscellaneous Resources

    • Design Resources
    • Podcasts

15. Top sites for Aptitude Preparion for Placements

16. Contributors

FYI

• Are you just getting started? Look for the :baby: emoji. It highlights resources for absolute beginners.
• Some resources are recommended for everyone, so they have a :star: emoji.
• Willing to spend some money to improve your skills? :heavy_dollar_sign: indicates paid content.

1. Coding Resources

1.1 Python

Browse this link for detailed information on Python

• Tutorials

  • Learn Python | CodeAcademy
  • Progate Python Classes :baby:
  • Video Tutorial for absolute beginners | YouTube :baby:
  • Intro to Python | Udacity :free:
  • Python For Everybody
  • Write Better Python Functions
  • Learning Python: From Zero to Hero
  • Automate the Boring Stuff with Python - Recommended
  • The New Boston Python | Youtube :baby:
  • Think Python 2e - Green Tea Press
  • A Byte of Python
  • Project Euler - Great for practicing writing Python codes
  • A Whirlwind Tour of Python
  • Python Data Science Handbook
  • Python Class By Google - Recommended
  • Intro to Python for Data Science
  • Python 3 for humans that want practical project exposure
  • Learn Python the Hard Way
  • Learn Python Programming
  • Complete Python tutorials
  • Python Tutorial | Tutlane
  • Python Course by IIT M | You Tube
  • Real Python
  • Finxter Learn, Train and get feedback
  • Python Tutor | For Visualization
  • Code Combat (Python and JavaScript options)
  • Python Interview Questions
  • Python interview questions for data analyst
  • Python Cheat Sheet
  • Python Language and Syntax Cheat Sheet
  • Python Tutorial: A Comprehensive Guide for Beginners

• Best GitHub Repositories to follow

  • The Algorithms Python

1.2 Machine Learning

Browse this link for detailed information on Machine Learning and Deep Learning

• Best Online Courses

  • CSE-229 - Stanford University
  • AndrewNg | Coursera - Select individual course if it consists of multiple then click on audit below the trial/payment options
  • Machine Learning - Nanodegree | Udacity :heavy_dollar_sign:
  • Reinforcement Learning - Nanodegree | Udacity :heavy_dollar_sign:
  • Move 37 - :free:
  • ML with Python | YouTube
  • Data Science Machine Learning Bootcamp - :heavy_dollar_sign:
  • Machine Learning Crash Course | Google Developers
  • Applied Data Science with Python Specialization | Coursera -Select individual course if it consists of multiple then click on audit below the trial/payment options
  • Machine Learning | Kaggle
  • Machine Learning Interview Questions
  • Machine Learning Tutorial | Scaler Topics

• Best GitHub Repositories to follow

  • Self Taught Path for Data Science
  • Machine Learning Tutorials
  • Coding Train -Machine Learning cheatsheets for Stanford's CS 229

• Research Papers

  • Arxiv
  • IEEE
  • Research Gate
  • Academics Torrent - Search Dataset
  • Arxiv Sanity - Search best papers
  • Openreview
  • Research Papers with code
  • Papers with code

• Test ML Models on Datasets

  • Kaggle
  • UCI ML Repository
  • Data.Gov

• Book for Machine Learning

  • Introduction to Statistical Learning - :free:

1.3 Deep Learning

Browse this link for detailed information on Machine Learning and Deep Learning

• Best Online Courses

  • Deep Learning Specialization | Coursera - Select individual course if it consists of multiple then click on audit below the trial/payment options
  • Deep Learning | Fast.AI
  • Deep Learning | Kaggle
  • Deep Learning Interview Questions and Answers (2023)

• Best Online Books

  • Neural Networks and Deep Learning
  • An MIT Press book

• Best GitHub Repositories to follow

  • Top 200 GitHub Repos in Deep learning
  • DensePose - FB Research
  • Data Science HandBook
  • Tensorflow Project Template
  • VisualDL
  • Caire - Content aware image resize library
  • Top Deep Learning
  • Learn Deep learning in 6 weeks :star:

1.4 Android Development

Checkout the Full Resources on ANDROID :baby:

• Free courses & Nanodegree | Udacity
• PluralSight - Android Developer Track :heavy_dollar_sign:
• Path to Associate Android Developer
• Google Android Codelabs
• Flutter Widget Tour
• Android examples
• Flutter Examples
• Pathway to Follow
• Learn Android Programming | Tutlane

1.5 Backend Development

• Introduction to backend

• Backend Roadmap

• Django - Python

  • Try Django | YouTube :baby:
  • Django Docs
  • Django Girls
  • MDN Web Docs :baby:
  • SimpleIsBetterThanComplex Blog
  • Tango With Django Book
  • Django Class-Based Views
  • Django Tutorial | Scaler Topics

• Flask - Python

  • The Flask Mega Tutorial :baby: + Intermediate

• Node.JS

  • NodeSchool | Workshops Open Source :heart:
  • The Complete Node.js Developer Course | Udemy :heavy_dollar_sign:
  • Express web framework (Node.js/JavaScript)
  • Learn and Understand NodeJS :heavy_dollar_sign: - Intermediate
  • Node JS Tutorial for Beginners | YouTube :baby:
  • Node.js Documentation :star:
  • [Node.js Design Patterns by Mario