ToolJunction
Comprehensive directory of AI tools
Comprehensive directory of AI tools
FYI
✅ Curated list of resources for developers
This page lists names, links and short descriptions. The original list on GitHub is the source and belongs to its authors.
AI Tools and Resources
Awesome AI Tools
Curated collection of AI tools and resources
ChatGPT
Advanced AI chatbot for conversations and tasks
Midjourney
AI art generation platform
RunwayML
Creative tools for AI-powered content creation
InVideo
AI-powered video creation platform
ToolBaz
Collection of AI-powered productivity tools
Awesome Machine Learning
The definitive curated list of machine learning frameworks, libraries and software organized by language. Covers Python, C++, Java, JavaScript, and more with comprehensive coverage of the ML ecosystem. CC0-1.0 licensed.
In 15 listsDetails
Awesome ChatGPT
This is a collection of prompt examples to be used with the ChatGPT model.
In 10 listsDetails
Beginner-Friendly Resources
Progate
Interactive coding lessons for multiple languages
Codecademy
Hands-on coding practice
In 4 lists
freeCodeCamp
Free coding curriculum
In 7 listsDetails
Scratch
Visual programming for kids and beginners
In 2 lists
Khan Academy Computing
Computer science fundamentals
Python
In 2 lists
Automate the Boring Stuff with Python
Recommended
In 7 listsDetails
In 2 lists
Project Euler
Great for practicing writing Python codes
In 5 listsDetails
A Whirlwind Tour of Python
(Site, cc0) - fast-paced introduction to essential components of the Python language for researchers and developers who are already familiar with programming in another language
In 2 lists
Python Data Science Handbook
Full text of the "Python Data Science Handbook" in Jupyter Notebooks.
In 4 listsDetails
Python Class By Google
Recommended
In 5 listsDetails
In 3 lists
Learn Python the Hard Way
Learn Python The Hard Way takes you from absolute zero to able to read and write basic Python, giving you the tools to understand other documentation and books about Python.
In 3 lists
In 4 lists
In 2 lists
Real Python
Real Python is a leading provider of online Python education. They regularly publish new articles, books, courses, and videos of basic to advanced Python concepts.
In 10 listsDetails
Code Combat (Python and JavaScript options)
Choose your hero and code your way through the ogre patrols, lava pits, and laser beams of Kithgard Dungeon. Level up, earn gems, and loot magic items to unlock new programming powers. Join millions of players and go from a total beginner to writing advanced multiplayer AI in Python, JavaScript,…
In 4 lists
In 2 lists
In 2 lists
The Algorithms Python
All Algorithms implemented in Python.
In 4 listsDetails
Machine Learning
In 2 lists
AndrewNg | Coursera
Select individual course if it consists of multiple then click on audit below the trial/payment options
In 11 listsDetails
Machine Learning - Nanodegree | Udacity
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Reinforcement Learning - Nanodegree | Udacity
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Data Science Machine Learning Bootcamp
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Applied Data Science with Python Specialization | Coursera
Select individual course if it consists of multiple then click on audit below the trial/payment options
In 2 lists
Self Taught Path for Data Science
Open Source Society University's self-study path.
In 3 lists
Machine Learning Tutorials
Machine learning and deep learning tutorials, articles and other resources.
In 4 listsDetails
Coding Train
Machine Learning cheatsheets for Stanford's CS 229
Arxiv
arXiv is a free distribution service and an open-access archive for 2,142,712 scholarly articles in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering and systems science, and economics
In 6 listsDetails
Research Gate
Social networking site for scientists and researchers.
In 3 lists
Academics Torrent - Search Dataset
A Community-Maintained Distributed Repository for researchers, by researchers. Making 32.66TB of research data available!
In 3 lists
Arxiv Sanity - Search best papers
Accelerate research through arXiv specific for many things machine learning by Andrej Karpathy.
In 4 lists
Papers with code
Definitive database linking papers to open code and datasets.
In 3 lists
Kaggle
kaggle has built-in free jupyter notebook.; One can also connect to Google BigQuery to access big data.
In 5 listsDetails
Large Language Models (LLMs)
CS25 - Transformers United | Stanford University
This course delves into the transformative role of Transformers in deep learning, particularly their impact on the advancement of language models like ChatGPT and GPT-4.
In 5 listsDetails
Generative AI with LLMs | Coursera
Select audit option if available
LangChain for LLM Application Development | DeepLearning.AI
Guided by the creator of LangChain and Andrew Ng, this course dives into advanced LLM techniques like chaining operations and using models as reasoning agents, empowering learners to craft robust applications quickly with foundational Python knowledge.
In 2 lists
Prompt Engineering for Developers | OpenAI
OpenAI's document with strategies and tactics for getting better results from large language models
In 3 lists
Awesome LLM
A curated list of papers, projects, and resources related to Large Language Models.
In 5 listsDetails
Prompt Engineering Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
In 11 listsDetails
Awesome Prompt Engineering
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGP…
In 3 lists
OpenAI Playground
Explore resources, tutorials, API docs, and dynamic examples.
In 3 lists
Hugging Face Inference Playground
Open LLM models by Meta, Mistral, and hundreds of other providers.
In 3 lists
Replicate
模型托管。通过简单 API 运行各种开源 AI 模型（SDXL, Llama 3等），无需管理服务器。
In 4 lists
Anthropic Console (Claude)
is a large language model developed by Anthropic that excels at complex reasoning, code generation, and analysis tasks. Built with Constitutional AI principles, Claude provides reliable assistance for programming, writing, research, and problem-solving while maintaining safety and accuracy.
In 10 listsDetails
OpenRouter (Multi-LLM API Playground)
OpenRouter.ai is a platform that provides access to a wide range of large language models, including open-source and proprietary options like ChatGPT, Gemini, and Perplexity, allowing users to find the best models and pricing for their prompts and use cases website | docs
In 6 listsDetails
LangChain + OpenAI Agent Playground
Langchain integrates various providers like Anthropic, AWS, and OpenAI, and offers tools for components such as LLMs, chat models, and data analysis, supporting functionalities from Alpha Vantage to YouTube github | docs
In 20 listsDetails
Deep Learning
Deep Learning Specialization | Coursera
Andrew Ng's flagship series; free to audit
In 6 listsDetails
Practical Deep Learning for Coders | Fast.AI
Practical Deep Learning for Coders 2022 is a free course offering hands-on experience in building, training, and deploying deep learning models across various domains using tools like PyTorch and fastai, suitable for those with coding knowledge and without the need for advanced math.
In 8 listsDetails
Deep Learning A-Z | Udemy
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Neural Networks and Deep Learning | Michael Nielsen
This book covers many of the core concepts behind neural networks and deep learning.
In 9 listsDetails
Dive into Deep Learning (D2L)
Interactive deep learning book with code implementations
In 4 listsDetails
Deep Learning with Python (2nd Edition) | François Chollet
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In 2 lists
Python Data Science Handbook
Full text of the "Python Data Science Handbook" in Jupyter Notebooks.
In 4 listsDetails
Tensorflow Project Template
A simple and well-designed template for your tensorflow project.
In 2 lists
Caire - Content Aware Image Resize
Content aware image resize library
In 3 lists
Blockchain Platforms
Learning Resources
CryptoZombies
Learn Solidity by building games :baby:
In 5 listsDetails
Buildspace
Web3 project-based learning
In 2 lists
Alchemy University
Free Web3 education
In 2 lists
OpenZeppelin
Smart contract security
Web3 University
Comprehensive Web3 courses
In 2 lists
ConsenSys Academy
Blockchain education
Development Tools & Frameworks
Best GitHub Repositories
Solidity Patterns
Collection of patterns and best practices for smart contract development.
In 4 lists
DeFi Developer Roadmap
DeFi Developer roadmap is a curated Developer handbook which includes a list of the best tools for DApps development, resources and references!
In 4 listsDetails
Learning Platforms
HackTheBox
Penetration testing labs
In 3 lists
Cybrary
Free cybersecurity courses
In 3 lists
SANS
Professional security training
In 2 lists
SecurityTube
Security video training
PentesterLab
Web application security
In 7 listsDetails
Certifications
CompTIA Security+
Entry-level security certification
CEH (Certified Ethical Hacker)
Ethical hacking certification
CISSP
Advanced security certification
In 2 lists
OSCP
Penetration testing certification
CISM
Information security management
In 2 lists
Practice Platforms
OverTheWire
Wargames for security practice
PicoCTF
Cybersecurity competition
HackThisSite
Legal hacking challenges
In 3 lists
Tools & Resources
Kali Linux
Penetration testing distribution
In 7 listsDetails
Burp Suite
Web application security testing
In 7 listsDetails
Metasploit
Penetration testing framework
In 4 listsDetails
Cloud Platforms
Google Cloud
Google Cloud Platform
In 5 listsDetails
Microsoft Azure
Microsoft's cloud platform
In 5 listsDetails
DigitalOcean
Developer-friendly cloud
In 13 listsDetails
DevOps Tools
Kubernetes
Container orchestration
In 10 listsDetails
GitLab CI/CD
Integrated DevOps platform
In 2 lists
Prometheus
Monitoring and alerting
In 13 listsDetails
Learning Resources
AWS Training
Official AWS courses
In 2 lists
Google Cloud Training
GCP learning paths
Azure Learn
Microsoft learning platform
Docker Academy
Docker education
Kubernetes Academy
K8s learning platform
Certifications
Frameworks & Libraries
Styling & UI
Tailwind CSS
Utility-first CSS framework
In 11 listsDetails
Framer Motion
Animation library
In 5 listsDetails
Headless UI
Unstyled UI components
In 4 lists
Build Tools & Performance
State Management
Android Development
Associate Android Developer Certification Path | GitHub
A collection of materials for getting ready for the test.
In 2 lists
Android Developer Roadmap | roadmap.sh
Step by step guide to becoming an Android developer.
In 2 lists
In 2 lists
In 2 lists
PluralSight – Android Developer Track
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Google Android Codelabs
Google Developers Codelabs provide a guided, tutorial, hands-on coding experience.
In 3 lists
Flutter Examples | GitHub
[7112 ] - Simple basic isolated apps for devs by Nishant Srivastava.
In 2 lists
In 2 lists
Frontend Development
FreeCodeCamp Web Dev Course
Learn HTML, CSS, JavaScript from scratch.
Frontend Masters
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In 3 lists
Frontend Development >HTML5 and CSS3
MDN Web Docs - HTML
Comprehensive HTML learning
In 3 lists
MDN Web Docs - CSS
Comprehensive CSS learning
CSS Reference
Visual guide to CSS
In 2 lists
HTML Reference
Visual guide to HTML
In 2 lists
CSS Flexbox
Learn Flexbox with Wes Bos
In 4 lists
Flexbox Froggy
Interactive Flexbox learning game
In 6 listsDetails
Grid Garden
Interactive Grid learning game
In 4 lists
Interneting is Hard
Friendly web development tutorials
Learn to Code HTML & CSS
Shay Howe's beginner guide
CSS - The Complete Guide
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Advanced CSS and Sass
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Frontend Development >Bootstrap 5
Bootstrap 5 Cheatsheet
An interactive list of Bootstrap classes, variables, and mixins. The only Bootstrap CheatSheet you will ever need.
In 4 lists
Sneat Free Bootstrap 5 HTML Admin Template
Open-source & Easy to use Free Bootstrap 5 HTML Admin Template with Elegant Design & Unique Layout.
In 2 lists
Frontend Development >JavaScript
In 2 lists
javascript.info
Modern JavaScript Tutorial
In 8 listsDetails
Javascript30 | Wes Bos
30 Day Vanilla JS Challenge
In 6 listsDetails
In 12 listsDetails
Eloquent JavaScript Online
Modern JavaScript programming, with examples.
In 6 listsDetails
JavaScript: The Good Parts by Douglas Crockford
star: :heavy_dollar_sign:
33 JS concepts every JavaScript developer should know
by leonardomso 33 concepts every JavaScript developer should know
In 4 lists
30 Seconds of Code
Short code snippets for all your development needs
In 2 lists
JavaScript Design Patterns
By Addy Osmani
In 5 listsDetails
RegexOne
Learn Regular Expressions
In 3 lists
In 2 lists
freeCodeCamp
Free coding curriculum
In 7 listsDetails
In 5 listsDetails
The Odin Project
An open-source curriculum for learning full-stack web development.
In 4 lists
Frontend Masters
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In 3 lists
Frontend Development >JavaScript Frameworks
Angular 7 - The Complete Guide by Maximilian Schwarzmüller | Udemy
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Angular Expo
Beautiful showcase of websites, applications and experiments using Angular
Made With Angular
Gallery of inspiring websites using Angular/AngularJS
Learn Angular 7 in 50 minutes
A free beginner's crash course :baby:
Build your first Angular app
33 interactive screencasts to take you from beginner to advanced
ReactJS Tutorial | Codecademy
Interactive
Reactstrap - React Bootstrap 4 Components
Stateless React Bootstrap 4 components that favor composition and control. The library does not depend on jQuery or Bootstrap javascript
In 4 lists
React 16 - The Complete Guide (incl. React Router 4 & Redux)
heavy_dollar_sign: - Worth it
React For Beginners | Wes Bos
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In 3 lists
Advanced React | Wes Bos
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In 2 lists
React Fundamentals | Tyler McGinnis
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In 2 lists
Modern React with Redux | Udemy
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React Native - The Practical Guide
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Redux Documentation
star:
In 2 lists
Full-Stack Redux Tutorial
Source Server + Client
In 2 lists
Redux | Tyler McGinnis
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Vue School
free: + :heavy_dollar_sign:
In 3 lists
Vue.js News
Description: We cover the latest Vue news and tutorials in about 5 minutes. Our goal is to give you the information you need to stay on top of your game as a Vue developer.; Frequency: Once a week; Runtime: 4 - 10 mins, regularly ~5 mins
In 5 listsDetails
Vue.js Showcase - Made With Vue.js
A Gallery of Projects made with Vue.js (also the Site itself uses Vue.js)
In 3 lists
In 2 lists
Frontend Development >Frontend DevTools
Backend Development
Try Django | YouTube
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Django Girls
Use function-based views to build a blog app.
In 4 listsDetails
MDN Web Docs
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In 3 lists
SimpleIsBetterThanComplex Blog
A blog about Django, Python and Web Development. Weekly updates containing tutorials, tips, featured packages, reference guides and code snippets.
In 3 lists
Django Class-Based Views
Detailed descriptions of methods/properties/attributes for each generic class-based view.
In 4 listsDetails
The Flask Mega Tutorial
baby: + Intermediate
In 6 listsDetails
In 4 lists
The Complete Node.js Developer Course | Udemy
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Learn and Understand NodeJS
heavy_dollar_sign: - Intermediate
Node.js Design Patterns by Mario Casciaro
Book Advanced level
What You Need To Know About Node.js
(Email address requested, not required. By Packt)
In 2 lists
PHP: The Right Way
A PHP best practice quick reference guide.
In 4 listsDetails
In 2 lists
Ruby on Rails Tutorial
by Michael Hartl — The comprehensive Rails tutorial, fully updated for Rails 7 and modern development practices.
In 3 lists
In 2 lists
Learn Ruby | Codecademy
Familiarity with Ruby before Rails
Learn Ruby, Dev Concept and More | Upskills with Upcase
Familiarity with ruby and coding concepts
Ruby Tapas
Short, Focused Screencasts covering Intermediate to Advanced Ruby concepts and techniques, design principles, testing practices, refactoring, etc.
In 2 lists
Why's (Poignant) Guide to Ruby
by Why the Lucky Stiff
In 2 lists
RailsCasts
Video tutorials on more intermediate Ruby on Rails topics.
In 3 lists
Ruby on Rails Tutorial
Learn Web Development with Rails
1.6 Frontend Web Development
FreeCodeCamp Web Dev Course
Learn HTML, CSS, JavaScript from scratch.
Frontend Masters
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In 3 lists
MDN Web Docs - HTML
Comprehensive HTML learning
In 3 lists
MDN Web Docs - CSS
Comprehensive CSS learning
CSS Reference
Visual guide to CSS
In 2 lists
HTML Reference
Visual guide to HTML
In 2 lists
CSS Flexbox
Learn Flexbox with Wes Bos
In 4 lists
Flexbox Froggy
Interactive Flexbox learning game
In 6 listsDetails
Grid Garden
Interactive Grid learning game
In 4 lists
Interneting is Hard
Friendly web development tutorials
Learn to Code HTML & CSS
Shay Howe's beginner guide
CSS - The Complete Guide
heavy_dollar_sign:
Advanced CSS and Sass
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Bootstrap 5 Cheatsheet
An interactive list of Bootstrap classes, variables, and mixins. The only Bootstrap CheatSheet you will ever need.
In 4 lists
Sneat Free Bootstrap 5 HTML Admin Template
Open-source & Easy to use Free Bootstrap 5 HTML Admin Template with Elegant Design & Unique Layout.
In 2 lists
In 2 lists
javascript.info
Modern JavaScript Tutorial
In 8 listsDetails
Javascript30 | Wes Bos
30 Day Vanilla JS Challenge
In 6 listsDetails
In 12 listsDetails
Eloquent JavaScript Online
Modern JavaScript programming, with examples.
In 6 listsDetails
JavaScript: The Good Parts by Douglas Crockford
star: :heavy_dollar_sign:
33 JS concepts every JavaScript developer should know
by leonardomso 33 concepts every JavaScript developer should know
In 4 lists
30 Seconds of Code
Short code snippets for all your development needs
In 2 lists
JavaScript Design Patterns
By Addy Osmani
In 5 listsDetails
RegexOne
Learn Regular Expressions
In 3 lists
In 2 lists
freeCodeCamp
Free coding curriculum
In 7 listsDetails
In 5 listsDetails
The Odin Project
An open-source curriculum for learning full-stack web development.
In 4 lists
Angular 7 - The Complete Guide by Maximilian Schwarzmüller | Udemy
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Angular Expo
Beautiful showcase of websites, applications and experiments using Angular
Made With Angular
Gallery of inspiring websites using Angular/AngularJS
Learn Angular 7 in 50 minutes
A free beginner's crash course :baby:
Build your first Angular app
33 interactive screencasts to take you from beginner to advanced
ReactJS Tutorial | Codecademy
Interactive
Reactstrap - React Bootstrap 4 Components
Stateless React Bootstrap 4 components that favor composition and control. The library does not depend on jQuery or Bootstrap javascript
In 4 lists
React 16 - The Complete Guide (incl. React Router 4 & Redux)
heavy_dollar_sign: - Worth it
React For Beginners | Wes Bos
heavy_dollar_sign:
In 3 lists
Advanced React | Wes Bos
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In 2 lists
React Fundamentals | Tyler McGinnis
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In 2 lists
Modern React with Redux | Udemy
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React Native - The Practical Guide
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Redux Documentation
star:
In 2 lists
Full-Stack Redux Tutorial
Source Server + Client
In 2 lists
Redux | Tyler McGinnis
heavy_dollar_sign:
Vue School
free: + :heavy_dollar_sign:
In 3 lists
Vue.js News
Description: We cover the latest Vue news and tutorials in about 5 minutes. Our goal is to give you the information you need to stay on top of your game as a Vue developer.; Frequency: Once a week; Runtime: 4 - 10 mins, regularly ~5 mins
In 5 listsDetails
Vue.js Showcase - Made With Vue.js
A Gallery of Projects made with Vue.js (also the Site itself uses Vue.js)
In 3 lists
In 2 lists
In 2 lists
Data Structures & Algorithms >Online Platforms
CodeSignal
(formerly CodeFights) Fun gaming approach to Coding contests and Interview practices.
In 3 lists
Codeforces
Great site for preparing for programming contests
In 6 listsDetails
GeeksforGeeks
Must do coding questions for product based companies
Hackerearth
Code Monk to start with programming - programming fundamentals
In 2 lists
Hackerrank
Interview preparation kit
InterviewBit
Best platform to get prepared for Data Structures based interviews
In 2 lists
InterviewCake
An interactive interview prep site for DSA and some System Design with free 3 week access through Github student pack
In 2 lists
AlgoDaily
Daily interview questions sent by mail, as well as a full course and online IDE as well as visualizations and tutorials to solve the problems
LeetCode
Platform to prepare for technical interviews with real interview questions
In 10 listsDetails
Sphere Online Judge
Great head start for learning Data Structures
Prepbytes
Prepbytes Coding Platform - Get problems as per your coding skills.
UVa Online Judge
The site to submit Competitive Programming 3 data structures problems
In 4 listsDetails
Codewars
Interesting ranking system with beautiful UI for competitive programming and interview prep.
In 6 listsDetails
CS50 on HarvardX
One of the best computer science courses available online (:heavy_dollar_sign: for certification)
Codility
Develop your coding skills with lessons to take part in challenges
In 3 lists
Zen of Programming
A frequently updated blog great for beginners and simplified references.
Scaler Topics
Platform to access free Resouces to coding tutorials
OneCompiler
An online compiler supporting over 70 programming languages, perfect for running quick code snippets and practicing data structures.
In 4 listsDetails
Data Structures & Algorithms >Tutorials & Practice
Visual Algo
Understanding DS & Algo through animations.
In 3 lists
E-maxx
Russian version of popular e-maxx, An excellent set of study material for DS & ALgo. English version of e-maxx. (Translation is almost complete)
All Good Tutorials on Codeforces
All of the best tutorials on Codeforces all at one place.
DS & Algo + Maths + C++
Another set of good compilation of resources to study.
Data Structures and Algorithms
Another set of good compilation of resources to learn and practice. This one is done by Codechef.
Problem Topics
Topic-wise list of problems.
Cracking the Coding Interview
GitHub, Quora.
In 2 lists
Excercism
Code practice and mentorship.
In 2 lists
Data Structures & Algorithms >Books
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
In 7 listsDetails
Algo & DS in different languages
Algorithm and Data Structure in different programming languages
Clean code
Clean Code: A Handbook of Agile Software Craftsmanship :heavy_dollar_sign:
Domain Driven Design
Domain-Driven Design: Tackling Complexity in the Heart of Software 1st Edition :heavy_dollar_sign:
Aptitude Preparation for Placements >Quantitative Aptitude
IndiaBix
Comprehensive practice tests and explanations
ArtOfProblemSolving
Advanced math problems with detailed solutions
MathsGuru
Topic-wise practice and video explanations
CareerRide
Practice tests and interview prep
Aptitude Preparation for Placements >Logical Reasoning
Testpot
Logical and analytical reasoning practice
Hitbullseye
Free practice tests and study material
Sawaal
Question bank with solutions
GeeksforGeeks Puzzles
Logical puzzles and brain teasers
Aptitude Preparation for Placements >Verbal Ability
TestFunda
Comprehensive verbal ability practice
ExamVeda
English grammar and vocabulary
TCYonline
Practice tests for verbal sections
VocabBuilder
Vocabulary improvement tools
Aptitude Preparation for Placements >Company-Specific Practice
Face Prep
Company-specific preparation materials
PrepInsta
Previous year questions and company patterns
Placement Season
Company-wise practice tests
AmCat Practice Tests
Adaptive practice tests
Aptitude Preparation for Placements >Mock Test Platforms
Mercer Mettl
Professional assessment platform
CoCubes
Placement preparation platform
eLitmus
pH test practice
AspiringMinds
AMCAT practice tests
Aptitude Preparation for Placements >Free Resources
Brilliant.org
Interactive courses and problems
In 2 lists
Khan Academy
Free math and reasoning practice
In 2 lists
Aptitude Preparation for Placements >Mobile Apps
Aptitude Preparation for Placements >Interview Preparation
InterviewBit
Technical and aptitude preparation
In 3 lists
Glassdoor Interviews
Company-specific interview experiences
AmbitionBox
Interview experiences and company reviews
Top Websites to Follow
CSE-109 - Harvard University
Data Science Harvard University; Learning from data in order to gain useful predictions and insights. This course introduces methods for five key facets of an investigation: data wrangling, cleaning, and sampling to get a suitable data set; data management to be able to access big data quickly and…
In 2 lists
CSE231N - Computer Vision Stanford University
Convolutional Neural Networks for Visual Recognition Stanford University; Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. This course is a deep dive into details of the deep learning…
In 3 lists
Analytics Vidhya
A full-fledged website about data science and analytics study material.
In 2 lists
Towards Data Science
The world’s leading publication for data science, AI, and ML professionals.
In 2 lists
KD nuggets
Data Mining, Analytics, Big Data, Data, Science not a blog a portal
In 2 lists
In 2 lists
Google ML Crash Course
Google's fast-paced, practical introduction to machine learning. 🆓
In 7 listsDetails
In 2 lists
In 2 lists
YCombinator's Hacker News
Where a technical audience finds and criticizes new products.
In 7 listsDetails
TechCrunch - Tech and Startup News
TechCrunch. 기술, 스타트업, 벤처캐피탈 펀딩, 실리콘밸리 사업 보고
In 2 lists
ProductHunt
Daily launches, and a launch channel in its own right.
In 9 listsDetails
Design Resources
Beginners Guide to Graphic Design | 45 episode series
Playlist :baby:
Mohamed Achraf
Great tutorials for Logo Designing
Dansky
All about Graphic Designing
Internships
Internship Portals
In 2 lists
Hanzilla Jobs
Free daily-updated Canadian student internship, co-op, new-grad, junior, and entry-level jobs across tech, engineering, business, finance, sciences, arts, and related fields.
Additional Resources
Maintainers
1.8 Alexa Tutorials
Comprehensive Alexa Skill Development course | Udemy
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Developing Alexa Skills for Amazon Echo | PluralSight
heavy_dollar_sign: (Free 10-day trial)
1.9 C Language
Programiz
Excellent tutorials that will guide you to learn C programming.
In 2 lists
In 3 lists
In 2 lists
In 2 lists
1.10 C++ Language
Hackr.Io
A user ranked online tutorial bank site displaying multiple courses to learn C++ from.
In 2 lists
Fluent CPP
by Jonathan Boccara
In 3 lists
In 2 lists
C++ Tutorial
A comprenhensive tutorial on C++ curated by trained experts.
In 2 lists
1.11 Git and Github
In 3 lists
Pro Git Book
A free book on everything git.
In 6 listsDetails
LearnGitBranching
Learn Git Branching helps learn Git concepts through a series of small interactive lessons in which the learner is able to actually execute the git commands inside of the shell in the browser and visually observe the results of the commands.
In 9 listsDetails
1.12 R Language
R-Bloggers
R-Bloggers.com was created by Tal Galili and is a blog aggregator of content contributed by bloggers who write about R (in English). The site helps R bloggers and users to connect and follow the R blogosphere.
In 3 lists
Introduction to Data Science by Rafael A. Irizarry
This book started out as the class notes used in the HarvardX Data Science Series. It introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression, and machine learning. It also helps you…
In 2 lists
R for Data Science by Garrett Grolemund and Hadley Wickham
This book will teach you how to do data science with R. You will learn how to get your data into R, get it into the most useful structure, transform it, visualize it and model it. Exercise Solutions Authors: Garrett Grolemund and Hadley Wickham.
In 3 lists
Introduction to Statistical Learning with R
This book provides an introduction to statistical learning methods. Authors: Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani.
In 2 lists
1.13 Haskell
Happy Learn Haskell Tutorial
Pain-free, Gradual Haskell Tutorial with cartoon robots!
In 2 lists
Learn You a Haskell
by Miran Lipovača
In 4 lists
1.14 MongoDB
1.15 Prolog
1.16 C# Language
1.17 DevDocs
API documentation for most programming languages
Works offline
In 4 listsDetails
1.18 Docker
Official Documentation on website
Self-sufficient runtime for containers.
In 7 listsDetails
Paid Docker Course on udemy
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In 2 lists
1.19 Microsoft Technologies
1.20 Scala
Programming in Scala
A book written by the programming language author, Martin Odersky among others. The first edition is avalible for free
Functional Programming Principles in Scala
A course taught by the programming language author, Martin Odersky.
In 2 lists
1.21 Programming Notes for Professionals
1.22 MATLAB/Octave
MATLAB Student Resources
An awesome list of helpful resources for students learning MATLAB & Simulink. List includes tips & tricks, tutorials, videos, cheat sheets, and opportunities to learn MATLAB & Simulink.
In 2 lists
In 2 lists
1.22 Full-Stack Web Development
How The Internet Works
Things Like Hosting, DNS, HTTPS, Browsers, Domain Names.
HTML
Best Practices, Semantic HTML, Forms & Validations, Accessibility, SEO.
CSS
Flexbox, CSS Grid, Custom Properties,Animations/Transitions, Responsive Design, CSS Preprocessor, Modern CSS, CSS Frameworks Tailwind CSS,Bootstrap.
Front-End Starts
Back-End Starts
APIs
.
1.23 Go Language
Go by Example
Hands-on introduction to Go using annotated example programs.
In 4 listsDetails
Campus Ambassador Programs
GeeksforGeeks Campus Ambassador
Tutorials, articles, courses, coding competitions, jobs and more.
In 4 lists
HackerEarth Campus Ambassador
is a commercial platform for sourcing, assessing, interviewing, and upskilling developers.
In 7 listsDetails
HackerRank Campus Ambassador
Preparação para entrevistas técnicas. Focado em desafios de algoritmos, estruturas de dados e diversas linguagens como Java e SQL.
In 8 listsDetails
Student Benefits and Packs
GitHub Student Developer Pack - Free Resources for Students
Get free access to the best developer tools in one place.
In 3 lists
JetBrains Students pack
免费使用旗下大部分软件，如IntelliJ IDEA、WebStorm 等
In 2 lists
Student Fellowship Programs
Scholarships
Pytorch Scholarship Challenge - Udacity
Application Deadline - October 23rd 9:30PM PST
Apple WWDC Scholarship
Application Deadline - Mid-April
Technology Scholarship Program - Udacity
Application deadline - November 6th, 2019
Goldman Sachs Global Scholarship and Mentorship Program
Applications are welcomed in December - January period.
Grace Hoppers Conference Program
Applications are opened in mid-January.
Facebook Grace Hopper Scholarship 2019
Applications are opened in March - April before the registration for GHC starts.
Venkat Panchapakesan Memorial Scholarship
Applications are opened in the period between May and August every year.
Women Techmakers Scholars Program
Applications are opened in June-July every year.
GHC India Student Scholarships
Applications are opened in the months of May - June every year.
Adobe India Women-in-Technology Scholarship
Application are opened in September - October every year.
In 2 lists
Microsoft Scholarship Program
Applications open in October 2019!
Udacity - Bertelsmann Technology Scholarships Program
Application deadline - November 16th, 2020
ONGC Foundation
Applications open every year
2.4 Events
Hacktoberfest
is a month-long celebration of open source software organized by DigitalOcean in partnership with GitHub and Dev. Hacktoberfest is open to everyone in our global community. Whether you’re new to development, a student, long-time contributor, event host, or company of any size, you can help drive…
In 4 lists
Codementor Events
Curated listed of tech events and year-round developer-centered virtuao events.
In 2 lists
Campus Ambassador Programs
GeeksforGeeks Campus Ambassador
Tutorials, articles, courses, coding competitions, jobs and more.
In 4 lists
HackerEarth Campus Ambassador
is a commercial platform for sourcing, assessing, interviewing, and upskilling developers.
In 7 listsDetails
HackerRank Campus Ambassador
Preparação para entrevistas técnicas. Focado em desafios de algoritmos, estruturas de dados e diversas linguagens como Java e SQL.
In 8 listsDetails
Student Benefits and Packs
GitHub Student Developer Pack - Free Resources for Students
Get free access to the best developer tools in one place.
In 3 lists
JetBrains Students pack
免费使用旗下大部分软件，如IntelliJ IDEA、WebStorm 等
In 2 lists
Student Fellowship Programs
Scholarships
Pytorch Scholarship Challenge - Udacity
Application Deadline - October 23rd 9:30PM PST
Apple WWDC Scholarship
Application Deadline - Mid-April
Technology Scholarship Program - Udacity
Application deadline - November 6th, 2019
Goldman Sachs Global Scholarship and Mentorship Program
Applications are welcomed in December - January period.
Grace Hoppers Conference Program
Applications are opened in mid-January.
Facebook Grace Hopper Scholarship 2019
Applications are opened in March - April before the registration for GHC starts.
Venkat Panchapakesan Memorial Scholarship
Applications are opened in the period between May and August every year.
Women Techmakers Scholars Program
Applications are opened in June-July every year.
GHC India Student Scholarships
Applications are opened in the months of May - June every year.
Adobe India Women-in-Technology Scholarship
Application are opened in September - October every year.
In 2 lists
Microsoft Scholarship Program
Applications open in October 2019!
Udacity - Bertelsmann Technology Scholarships Program
Application deadline - November 16th, 2020
ONGC Foundation
Applications open every year
Internships
Internship Portals
In 2 lists
Hanzilla Jobs
Free daily-updated Canadian student internship, co-op, new-grad, junior, and entry-level jobs across tech, engineering, business, finance, sciences, arts, and related fields.
10. Top Websites to Follow
CSE-109 - Harvard University
Data Science Harvard University; Learning from data in order to gain useful predictions and insights. This course introduces methods for five key facets of an investigation: data wrangling, cleaning, and sampling to get a suitable data set; data management to be able to access big data quickly and…
In 2 lists
CSE231N - Computer Vision Stanford University
Convolutional Neural Networks for Visual Recognition Stanford University; Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. This course is a deep dive into details of the deep learning…
In 3 lists
Analytics Vidhya
A full-fledged website about data science and analytics study material.
In 2 lists
Towards Data Science
The world’s leading publication for data science, AI, and ML professionals.
In 2 lists
KD nuggets
Data Mining, Analytics, Big Data, Data, Science not a blog a portal
In 2 lists
In 2 lists
Google ML Crash Course
Google's fast-paced, practical introduction to machine learning. 🆓
In 7 listsDetails
In 2 lists
In 2 lists
YCombinator's Hacker News
Where a technical audience finds and criticizes new products.
In 7 listsDetails
TechCrunch - Tech and Startup News
TechCrunch. 기술, 스타트업, 벤처캐피탈 펀딩, 실리콘밸리 사업 보고
In 2 lists
ProductHunt
Daily launches, and a launch channel in its own right.
In 9 listsDetails
12. Additional Links
14.1 Design Resources
Beginners Guide to Graphic Design | 45 episode series
Playlist :baby:
Mohamed Achraf
Great tutorials for Logo Designing
Dansky
All about Graphic Designing
15. Top Sites for Aptitude Preparation for Placements
IndiaBix
Comprehensive practice tests and explanations
ArtOfProblemSolving
Advanced math problems with detailed solutions
MathsGuru
Topic-wise practice and video explanations
CareerRide
Practice tests and interview prep
Testpot
Logical and analytical reasoning practice
Hitbullseye
Free practice tests and study material
Sawaal
Question bank with solutions
GeeksforGeeks Puzzles
Logical puzzles and brain teasers
TestFunda
Comprehensive verbal ability practice
ExamVeda
English grammar and vocabulary
TCYonline
Practice tests for verbal sections
VocabBuilder
Vocabulary improvement tools
Face Prep
Company-specific preparation materials
PrepInsta
Previous year questions and company patterns
Placement Season
Company-wise practice tests
AmCat Practice Tests
Adaptive practice tests
Mercer Mettl
Professional assessment platform
CoCubes
Placement preparation platform
eLitmus
pH test practice
AspiringMinds
AMCAT practice tests
Brilliant.org
Interactive courses and problems
In 2 lists
Khan Academy
Free math and reasoning practice
In 2 lists
InterviewBit
Technical and aptitude preparation
In 3 lists
Glassdoor Interviews
Company-specific interview experiences
AmbitionBox
Interview experiences and company reviews
16. Maintainers
Related lists in Front-End Development
See category93
Awesome Vue
vuejs/awesome-vue
🎉 A curated list of awesome things related to Vue.js
93
Awesome DESIGN.md
VoltAgent/awesome-design-md
A collection of DESIGN.md files analysis by popular brand design systems. Drop one into your project and let coding agents generate a matching UI.
91
Awesome Angular
PatrickJS/awesome-angular
:page_facing_up: A curated list of awesome Angular resources
90
Awesome Blazor
AdrienTorris/awesome-blazor
Resources for Blazor, a .NET web framework using C#/Razor and HTML that runs in the browser with WebAssembly.
88
Must-Watch CSS
AllThingsSmitty/must-watch-css
CSS talks you have to see covering CSS Grid, flexbox, custom variables, performance, frameworks, tooling, and more! 📺
87
Awesome React Native
jondot/awesome-react-native
Awesome React Native components, news, tools, and learning material!