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
   • Data Structures
   • Alexa Tutorials
   • C Language
   • C++ Language
   • Git and Github
   • R Language
   • Haskell
   • MongoDB
   • Prolog
   • C# Language
   • DevDocs - API documentation for most programming languages (works offline)
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. Additional Links
12. Contributors

1. Coding Resources :pencil:

1.1 Python :snake:

Browse this link for detailed information on Python

• Learn Python - CodeAcademy
• Progate Python Classes - Good for absolute beginners
• Video Tutorial for absolute beginners - YouTube
• Intro to Python - Udacity - Free course
• Google Python class
• Python For Everybody
• Write Better Python Functions
• Learning Python: From Zero to Hero
• Automate the Boring Stuff with Python - Great for learning automation and learning the basics of Python
• The New Boston Python - Youtube - Great python resource for learning python quickly and efficiently
• 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 3 Tutorial - Solo Learn
• Real Python

1.2 Machine Learning :robot:

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

• Best Online Courses
  • CSE-229 - Stanford University
  • AndrewNg Coursera PAID FOR CERTIFICATION AND ALL CONTENTS
  • Udacity Machine Learning Nanodegree PAID NANODEGREE
  • Reinforcement Learning - Nanodegree PAID NANODEGREE
  • Move 37 - FREE
  • ML with Python - YouTube
  • Data Science Machine Learning Bootcamp - PAID
  • Google’s Machine Learning Crash Course
  • Applied Data Science with Python Specialization PAID FOR CERTIFICATION AND ALL CONTENTS
• Best GitHub Repositories to follow
  • Self Taught Path for Data Science
  • Python Machine Learning (2nd Ed.) Code Repository
  • Machine Learning Tutorials
  • Coding Train
• 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

1.3 Deep Learning

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

• Best Online Courses
  • Deep Learning Specialization - Coursera PAID
  • Deep Learning - Fast.AI
• 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

1.4 Android Development:

• For Beginners
• Udacity - Free courses & Nanodegree
• PluralSight - Android Developer Track [FREE for 60 days]
• Path to Associate Android Developer
• Android examples
• Flutter Examples
• Codelabs
• Flutter Widget Tour

1.5 Backend Development :computer:

• Introduction to backend

• Django - Python

  • [Try Django

    YouTube](https://www.youtube.com/playlist?list=PLEsfXFp6DpzTD1BD1aWNxS2Ep06vIkaeW) - Best for beginners

  • Django Docs
  • Django Girls
  • MDN Web Docs Good for beginners
  • SimpleIsBetterThanComplex Blog
  • Tango With Django Book
• Flask - Python
  • The Flask Mega Tutorial - *Beginner / Intermediate**
• Node.JS

  • [The Complete Node.js Developer Course

    UDEMY](https://www.udemy.com/the-complete-nodejs-developer-course-2/) – PAID

  • Express web framework (Node.js/JavaScript)
  • Learn and Understand NodeJS - PAID Intermediate level
  • Video Tutorials-Node.js - Good for beginners
  • Node.js Documentation - recommended for everyone
  • Node.js Design Patterns by Mario Casciaro - Book Advanced level
  • Node.js Best Practices
• PHP
  • W3Schools
  • Tutorial Point
  • PHP with Database tutorial
  • Guide for PHP and SQL connection with HTML form.
  • PHP: The Right Way
• Ruby
  • Ruby on Rails Tutorial
  • Learn Ruby The Hard Way
  • Codecademy - Familiarity with Ruby before Rails

• MongoDB -Tutorial for Beginner -Free Courses and Paid Private training

• Software architecture -Microservices by Chris Richardson

1.6 Frontend Web Development :computer:

• Frontend Masters – PAID

• HTML5 and CSS3
  • HTML and CSS w3schools.com Good for beginners
  • Intro to HTML and CSS
  • HTML5 and CSS3
  • Flexbox Interactive
  • freeCodeCamp
  • Codecademy
  • Interneting is Hard
  • HTML MDN Web Docs
  • CSS MDN Web Docs
  • Codrops CSS Reference
  • The Odin Project
  • HTML Dog Tutorials
  • 30 Seconds of CSS
  • CSS-The Complete Guide (incl. Flexbox, Grid & Sass) (Udemy Paid) Good for beginners
  • Advanced CSS and SASS - (Udemy Paid)

• Bootstrap4

  • Bootstrap4 Course with Projects
• JavaScript
  • JS MDN Web Docs
  • javascript info

  • [Javascript30

    Wes Bos](https://javascript30.com/)

  • Intro to JavaScript
  • JavaScript Docs and Live examples
  • JavaScript: The Good Parts by Douglas Crockford recommended LINK TO AMAZON
  • You Don’t Know JS (book series) recommended for everyone
  • Eloquent JavaScript Online
  • JavaScript Design Patterns
  • Theodinproject
  • freeCodeCamp
  • HTML Dog
  • Javascript Tutorial for Beginner Complete Course 2018
  • 33 JS concepts every JavaScript developer should know
• JavaScript Frameworks
  ###### Angular
  • Angular 7 - The Complete Guide by Maximilian Schwarzmüller - (Udemy Paid)
  • The Complete Angular Course: Beginner to Advanced by Mosh Hamedani - (Udemy Paid)
  • Angular Expo - Beautiful showcase of websites, applications and experiments using Angular
  • Made With Angular - Gallery of inspiring websites using Angular/AngularJS

  ###### React.js

  • Video Tutorials - Beginner to Intermediate
  • Video YouTube Tutorials - React & Redux
  • ReactJS Tutorial codecademy Interactive
  • FreeCodeCamp Articles
  • Few Projects for every React Dev
  • Famous GitHub Repos

  • [PAID but Worth it

    UDEMY](https://www.udemy.com/react-the-complete-guide-incl-redux/) – PAID

  • Original Docs

  • [The Road to React

    Book](https://drive.google.com/open?id=1ilClAJQ3FmCB-2cEuVDZtVMbeXumSj3t)

  • [React For Beginners

    Wes Bos](https://reactforbeginners.com/) – PAID

  • [Advanced React

    Wes Bos](https://advancedreact.com/) – PAID

  • [React Fundamentals

    Tyler McGinnis](https://tylermcginnis.com/courses/react-fundamentals/) – PAID

  • Drag and Drop in React
• Redux.js
  • Video Tutorials - Beginner
  • Redux docs Recommended for everyone
  • Getting Started with Redux
  • Building React Applications with Idiomatic Redux
  • React Redux Tutorial
  • Full-Stack Redux Tutorial
  • freeCodeCamp

  • [Redux

    Tyler McGinnis](https://tylermcginnis.com/courses/redux/) – PAID

• Vue.js
  • Vue School – Free + Paid
  • Scrimba
  • Vue Cookbook
• Web Accessibility
  • Accessibility MDN Web Docs
  • Web Accessibility Tutorials
  • Full-Stack Web Accessibility Guidelines - A Video Tutorial on Web Accessibility for Impaired Users
  • WebAim Web Accessibility Resources and Tools
  • Web Accessibility Checklist - The A11Y Project

  • [ARIA - Accessibility

    MDN](https://developer.mozilla.org/en-US/docs/Web/Accessibility/ARIA)

• Frontend DevTools ###### Package managers

  • [NPM	YouTube](https://www.youtube.com/watch?v=76A2Ppenxh8)

  • [Yarn

    YouTube](https://www.youtube.com/watch?v=g9_6KmiBISk)

  • npx

  ###### Bundlers

  • Webpack - The most used bundler

  • [Webpack

    YouTube](https://www.youtube.com/watch?v=GU-2T7k9NfI)

  • Parcel - The predicted webpack killer
  • Browserify - The first bundler
  • Rollup

1.7 Data Structures :chart_with_upwards_trend:

• Online Platforms
  • CodeChef - CodeChef competitive programming site
  • Codeforces - Great site for preparing for programming contests
  • GeeksforGeeks - Must do coding questions for product based companies
  • Hackerearth - Code Monk to start with programming - programming fundamentals
  • Hackerrank - Interview preparation kit
  • InterviewBit - Best platform to get prepared for Data Structures based interviews
  • LeetCode - Platform to prepare for technical interviews with real interview questions
  • Sphere Online Judge - Great head start for learning Data Structures
  • UVa Online Judge - The site to submit Competitive Programming 3 data structures problems
  • Codewars - Interesting ranking system with beautiful UI for competitive programming and interview prep.
  • CodinGame - Competitive programming with game like challenges
  • CS50 on HarvardX - One of the best computer science courses available online PAID FOR CERTIFICATION
  • Codility - Develop your coding skills with lessons ot take part in challenges
• Books
  • Competitive Programming by Felix Halim and Steven Halim
  • The Hitchhiker’s Guide to the Programming Contests
  • Goto book for competitive programming enthusiasts.
  • CLRS - Holy Bible for Design and Analysis of algorithms
  • Algorithm Design by Kleinberg Tardos - Another goto book for easy to understand algorithm design and analysis
  • Coding Interview University - Github - Strongly recommended to learn DS and Computer Science fundamentals
  • Algo & DS in different languages - Algorithm and Data Structure in different programming languages
  • Clean code - Clean Code: A Handbook of Agile Software Craftsmanship LINK TO AMAZON
  • Domain Driven Design - Domain-Driven Design: Tackling Complexity in the Heart of Software 1st Edition LINK TO AMAZON

1.8 Alexa Tutorials

• CodeAcademy
• Amazon
• Udemy (PAID)
• YouTube
• PluralSight 10 DAY FREE TRIAL
• Qwiklabs

1.9 C Language

• Tutorials Point
• HackerRank
• JavaTPoint
• Programiz
• Fresh2Refresh
• Study Tonight
• Learn C
• Randu
• W3Schools
• C-Geeks for Geeks
• Learning to Program in C by Jonathan Engelsma

1.10 C++ Language

• HackerRank
• JavaTPoint
• Programiz
• Hackr.Io
• Study Tonight
• Learn C ++
• Fluent CPP
• Google
• Tutorials Point

## 1.11 Git and Github :octocat:

• Git Tutorials
• How to use Git and Github
• Version Control with Git
• Introduction to Git and Github
• Pro Git Book

1.12 R Language

• RStudio
• Kaggle Kernels
• R-Bloggers
• Introduction to Data Science by Rafael A. Irizarry
• R for Data Science by Garrett Grolemund and Hadley Wickham

1.13 Haskell

• Happy Learn Haskell Tutorial

1.14 MongoDB

• MongoDB Tutorial
• MongoDB University

1.15 Prolog

• Michael Spivey - An introduction to logic programming through Prolog

1.16 C# Language

• LearnCS
• TutorialsPoint

• SoloLearn

  =============================================================================================

2. Hackathons and Events

2.1 :rainbow: Top Global Hackathons

|Id |Name | Place| Travel Reimbursement |Application Start | Application End | |–|—— |—|—| —— | —-| |1| Smart India Hackathon| India| Yes| April |Check website | |2 | HacktheNorth| Canada| Yes|Mid Sept | July end | |3 | HackMIT | USA | Yes|Mid Sept | July end | |4 | Microsoft Imagine Cup | Online & Onsite | Yes | - | - | |4 | PennApps|USA | Yes| Mid Sept | July end | |5 | UltraHack|Regional and Global | Yes| - | - | |6 | Facebook Hackathon | Online | NA | - | - | |7 | TechCrunch Disrupt | USA | Top Teams | - | - | |8 | HackZurich | Zurich, Switzerland | Yes | Check Website | - | |9 | JP Morgan Code for Good | New York & London|Yes | - | - | |10 | HackDuke | USA | - | - | - | |11 | HackNY | USA | Yes | - | - | |12 | HackPrinceton|USA | - | - | - | |13 | nwHacks| Canada | - | - | - | |14 | MHacks |USA | - | - | - | |15 | HackDavis|USA | - | - | - | |16 | QHacks | USA | - | - | - | |17 | Hackinit | China | - | - | - | |18 | HackUCI | USA | - | - | - | |19 | Conuhacks | Canada | - | - | - | |20 | McHacks | USA| - | - | - | |21 | Y Combinator Hacks | USA | - | - | - | |22 | TreeHacks | USA | - | - | - | |23 | Global Hackathon Seoul | South Korea | YES | - | - | |24 | Call for Code | Online | - | - | - | |25 | Mercari Euro Hack | Online + Onsite (Poland) | Yes | Mid October |- | |26 | InOut | Onsite (India) | Yes | October | - | |27 | HackIIITD | Onsite (India) | No | August-September | - | |28 | HackDTU | Onsite (India) | No | - | - | |29 | HashHacks | Onsite (India) | No | Mid Oct | - | |30 | Hack Western | Onsite (Western University) | Yes (on a case by case basis) | Nov End | Mid Oct | |31 | YHack | Onsite (Yale University) | Yes | Nov End | - | |32 | IOT for Smart Life-REVA University | Onsite (Reva University) | October (Idea Submission) | Nov End | - | |33 | Capgemini Tech Challenge | Online + Onsite (India) | - | September-October | - | |34 | HackISU| USA | No | October | - | |35 | UHack 3.0| New Delhi, India | - | October 26th| - | |36 | Kent Hack Enough | Kent State University, USA | Yes | Early October | - | |37 | Junction | Espoo, Finland | Yes | August | October | |38 | Hack In The North| Allahabad, India | - | - | March | |39 | HackNC | USA | Yes (on a case by case basis) | Check website | Week before event | |40 | Djangothon 2018 | Bengaluru, India | - | - | - | |41 | Megathon | India | No | Early September | September End ———————————————————-

2.2 Competitions :bomb:

2.3 Hackathon Search Portals :dart:

|s.no| Name | Location | Category | |—| —— |—| — | |1| HackSociety| INDIA| ALL | |2| DevPost | Online & On-site | ALL | |3| HackerEarth | Online & On-site | ALL | |4| Hackathon.io | GLOBAL | ALL | |5| TechGIG| Online & On-Site |ALL | |6| Analytical Vidya | Online & On-Site | Data Science | | |7| Hackathon.com [Online & On-site | GLOBAL | ALL |

2.4 Events :heart_eyes:

Check out these events for your region

1. Google Developer Day - Organized by GDG
2. Google IO extended - Organized by GDG
3. Google Solve for India
4. Paytm Build for India Workshops [ Delhi, Bangalore ]
5. NVIDIA Developer Connect [ Global ]
6. AWS meetups [ Global ]
7. Hacktoberfest OpenSource meetups 6th October 2018 , Bengaluru
8. Hacktoberfest OpenSource meetups 6th October 2018 , Hsinchu
9. Hacktoberfest OpenSource meetups 10th October 2018 , New York
10. Hacktoberfest OpenSource meetups 12th October 2018 , FrankFurt
11. BrazilJS Conference August, RS, Brazil
12. Connect.Tech 17-19 October 2018, Atlanta, GA

2.5 Startup Summits, Competitions and Bootcamps :neckbeard:

2.6 Hiring Challenges :heart:

3. Student Benefits and Programs :fire:

Campus Ambassador Programs :v:

1. Microsoft Student Partner - Application Deadline - August
2. Github Campus Expert
3. College Representative - E-Cell IITB

4. [Internshala Student Partner -

   ISP](https://internshala.com/)

5. Progate Student Ambassador
6. ISB - YLP Campus Ambassador Program
7. GeeksforGeeks Campus Ambassador
8. HackerEarth Campus Ambassador
9. HackerRank Campus Ambassador
10. Interviewbit Campus Ambassador
11. Dell Campassadors Program
12. Intel Ambassador Program
13. Codechef Campus Ambassador

Student Benefits and Packs :v:

1. GitHub Student Developer Pack - Free Resources for Students
2. Visual Studio Essentials - Access to Microsoft Premium Services
3. JetBrains Students pack
4. AWS Educate
5. Azure Students
6. Google Cloud
7. Intel Developer pack

8. [Google Reskilling India Program

   Pluralsight](https://www.pluralsight.com/partners/google/)

9. [Free .tech domain for 1 year

   dot tech Domains](https://get.tech/students)

10. [Free Web Hosting for 1 year

    Znetlive](https://www.znetlive.com/student-web-hosting/)

11. Bitbucket Education

Student Fellowship Programs :v:

1. University Innovation Fellowship - Stanford University
2. Teach for India Fellowship
3. Young India Fellowship
4. Urban Leaders Fellowship
5. Facebook fellowship Program - Only For PHD Scholars
6. Legislative Assistants to Members of Parliament (LAMP) Fellowship
7. Prime Minister’s Rural Fellowship
8. Azim Premji Foundation Fellowship Program
9. Stanford-ABC News Global Health and Media Fellowship
10. NSF Graduate Research Fellows, Graduate Research Opportunities Worldwide (GROW)
11. Acumen Regional Fellows India
12. Ramanujan Fellowship - Only for Scientists
13. Rajiv Gandhi National Fellowship - For SC/ST candidates pursuing post graduations
14. Gandhi Fellowship - UG/PG Students
15. Ratan Tata Post doctoral Fellowship - Only For PHD Scholars
16. President Abdul Kalam Azad Postgraduate Fellowship - Graduate Students
17. Venkat Pachpakesan Memorial Scholarship
18. Young Leaders For Active Citizenship
19. Helium Grant Fellowship
20. HackNY Fellows Program
21. Coding it Forward - Civic Digital Fellowship

Scholarships :runner:

1. Pytorch Scholarship Challenge - Udacity Application Deadline - October 23rd 9:30PM PST
2. Grants, Awards AND Opportunities For Indian/Canadian Scholars
3. Facebook Developer Circle Scholarship Program - DataScience/Frontend Dev
4. Coding Bootcamp Scholarships - Course Report

4. Open Source Programs :octocat:

For more detailed information about the GSOC Organization - Click Here
For more detailed Information about the GSOC participation - Click Here

SOC-Programs

*Interns must be currently enrolled or employed at a U.S. university or other research institution and must currently reside in, and be eligible to work in, the United States.
** OSoC is only open to Belgian students.

Open Source Competitions

*Indian Students Only
** OSS World Challenge has temporarily stopped accepting international applications.

5. Startup Programs and Incubators :mag_right:

6. Internship Portals :smile:

1. Angel List
2. Internshala
3. Vettery
4. LinkedIn
5. Contact HRs on LinkedIn
6. Hackkar
7. LetsIntern
8. Intern Supply

9. Indeed

   ### Tips for Internship:

   • For summer internship, start looking at least 3-4 months in advance.

7. Developer Clubs and Meetups

Take a moment to search for these clubs on Google and Facebook in your city.

Check **Meetup.com for more events in your locality**

• Google Developer Group
• Mozilla Open Source Community
• Mozilla Campus Clubs
• Facebook Developer Circle
• Women Tech Makers
• Women Who Code
• Women In Tech
• Developers Student Club by Google
• Microsoft Student Technical Community
• Paytm Build for India [ Only in Delhi and Bangalore]
• Python Student Community - PyDelhi
• Toastmaster International
• Swift Users Group
• MUG - MongoDB User Group
• Forloop Africa
• Women in Tech (Finland)
• HelsinkiJS
• 100 Days of Code
• Nerdzão Brazil

8. Conferences :bookmark_tabs:

Tech, Entrepreneurship Events and Conferences

9. Top People to Follow

|Id | Name | Category| |–|—— |—| |1 |Prof. Andrew NG | AI & ML | |2 |Vincent Boucher | AI & ML | |3 |Tarry Singh | AI & ML | |4 |Paul Graham | Startup Expert, Founder of Y-Combinator | |5 |Valeri Karpov | MEAN stack expert | |6 |Yann LeCun | VP & Chief AI Scientist at Facebook | |7 |Martin Fowler | Software developer | |8 |Uncle Bob Martin | Software developer | |9 |Kyle Simpson | Author of YDKJS | |10|Richard Stallman | Founder of the GNU Project | |11 |Jen Simmons | CSS expert, creator of Firefox Grid Inspector. | |12 |Mike Cohn | Scrum and Agile advocate, one of the founders of the Scrum Alliance, owner of Mountain Goat Software. | |13 |John ResigVerified account | Creator of jQuery | |14 |Vaughn Vernon | Domain Driven Design expert | |15 |Evan You | Creator of Vue.js | |16 |Taylor Otwell | Creator of Laravel | |17 |Benjamin Pasero | Software engineer at Microsoft, VS Code Developer | |18 |Valentin Shergin | React Native Developer | |19 |Victor Savkin | Angualr Developer | |20 |Isaac Schlueter | npm Creator | |21 |Linus Torvalds | Linux Founder| |22 |Giovanni Bassi | MVP Microsoft BR | |23 |Leonardo Maldonado | Top 2 developerTrending (BR) | |24 |Ryan Dahl | Inventor of Node.js | |25 |Aaron Gable | Google Chrome Developer (BR) | |26 |Addy Osmani | Web & Chrome | |27 |Mohamed Said | Works with Taylor Otwell on Laravel | |28 |Quincy Larson | Teacher that started free code camp | |29 |Daniel Shiffman | Programmer / Former project lead with the Processing Foundation | |30 |Brad Traversy | Web Developer, Programmer | |31 |Jake Vanderplas | Python Data Science | —

10. Top Websites to Follow

1. Data Science

   • [Data Science Courses: R & Python Analysis Tutorials

     DataCamp](http://www.datacamp.com/courses)

   • CSE-109 - Harvard University
   • CSE231N - Computer Vision Stanford University
   • Developer Circles Data Resources
   • Kaggle Learn
2. Startup News and Stories
   • YCombinator’s Hacker News
   • YourStory
   • Entrepreneur.com
   • TechCrunch - Tech and Startup News
   • ProductHunt
   • The Hustle

11. Additional Links :hamster:

1. Top 10 Startup Incubator in India - Startup
2. The first 20 hours – how to learn anything - Learning
3. Are you Introvert? Watch this - Power of Introverts - Self Introspection
4. 30 International Scholarships offered by the World’s Top Universities - Scholarships
5. 30 Famous Books that You Will Regret Not Reading! - Reading
6. Startup Ideas By Y Combinator - Startup
7. Epicodus Coding Bootcamp Full Curriculum - Learning
8. 5 most common misconceptions about studying abroad among Indians Study Abroad