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🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.

22k stars4,827 forks651 entriesLast push Jun 17, 2026 (4 months ago)License MIT

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

ToolJunction

Comprehensive directory of AI tools

In 3 lists

Awesome AI Tools

Curated collection of AI tools and resources

In 3 lists

ChatGPT

Advanced AI chatbot for conversations and tasks

In 3 lists

Midjourney

AI art generation platform

In 3 lists

RunwayML

Creative tools for AI-powered content creation

In 3 lists

InVideo

AI-powered video creation platform

In 3 listsLink may be dead

ToolBaz

Collection of AI-powered productivity tools

In 3 lists

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 16 listsDetails

Awesome ChatGPT

This is a collection of prompt examples to be used with the ChatGPT model.

In 11 listsDetails

Beginner-Friendly Resources

Progate

Interactive coding lessons for multiple languages

In 3 lists

Codecademy

Hands-on coding practice

In 6 listsDetails

freeCodeCamp

Free coding curriculum

In 9 listsDetails

Scratch

Visual programming for kids and beginners

In 4 lists

Khan Academy Computing

Computer science fundamentals

In 3 lists

Python

Learn Python | CodeAcademy

In 4 lists

Progate Python Classes

baby:

In 3 lists

Video Tutorial for absolute beginners | YouTube

baby:

In 3 lists

Intro to Python | Udacity

free:

In 3 listsLink may be dead

Python For Everybody

In 3 lists

Write Better Python Functions

In 3 lists

Learning Python: From Zero to Hero

In 3 lists

Automate the Boring Stuff with Python

Recommended

In 10 listsDetails

The New Boston Python | Youtube

baby:

In 3 lists

Think Python 2e - Green Tea Press

In 3 lists

A Byte of Python

In 4 lists

Project Euler

Great for practicing writing Python codes

In 7 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 4 lists

Python Data Science Handbook

Full text of the "Python Data Science Handbook" in Jupyter Notebooks.

In 6 listsDetails

Python Class By Google

Recommended

In 7 listsDetails

Intro to Python for Data Science

In 5 listsLink may be dead

Python 3 for humans that want practical project exposure

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 5 listsDetails

Learn Python Programming

In 6 listsDetails

Complete Python tutorials

In 3 lists

Python Tutorial | Tutlane

In 4 lists

Python Course by IIT M | You Tube

In 3 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 12 listsDetails

Finxter Learn, Train and get feedback

In 3 lists

Python Tutor | For Visualization

In 3 lists

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 6 listsDetails

Python Interview Questions

In 4 listsLink may be dead

Python interview questions for data analyst

In 3 listsLink may be dead

Python Cheat Sheet

In 4 listsLink may be dead

Python Language and Syntax Cheat Sheet

In 3 lists

Python Tutorial: A Comprehensive Guide for Beginners

In 3 lists

Python Skill Tree | LabEx

In 3 lists

The Algorithms Python

All algorithms implemented in Python.

In 6 listsDetails

Machine Learning

CSE-229 - Stanford University

In 4 lists

AndrewNg | Coursera

Select individual course if it consists of multiple then click on audit below the trial/payment options

In 14 listsDetails

Machine Learning - Nanodegree | Udacity

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In 3 listsLink may be dead

Reinforcement Learning - Nanodegree | Udacity

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In 3 listsLink may be dead

ML with Python | YouTube

In 3 lists

Data Science Machine Learning Bootcamp

heavy_dollar_sign:

In 3 listsLink may be dead

Machine Learning Crash Course | Google Developers

In 3 lists

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 4 lists

Machine Learning | Kaggle

In 3 listsLink may be dead

Machine Learning Interview Questions

In 3 listsLink may be dead

Machine Learning Tutorial | Scaler Topics

In 3 lists

Machine Learning Roadmap | Scaler Blogs

In 3 lists

Self Taught Path for Data Science

Open Source Society University's self-study path.

In 5 listsDetails

Machine Learning Tutorials

Machine learning and deep learning tutorials, articles and other resources.

In 6 listsDetails

Coding Train

Machine Learning cheatsheets for Stanford's CS 229

In 3 lists

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 8 listsDetails

IEEE

In 3 listsLink may be dead

Research Gate

Social networking site for scientists and researchers.

In 5 listsLink may be dead

Academics Torrent - Search Dataset

A Community-Maintained Distributed Repository for researchers, by researchers. Making 32.66TB of research data available!

In 5 lists

Arxiv Sanity - Search best papers

Accelerate research through arXiv specific for many things machine learning by Andrej Karpathy.

In 6 listsLink may be dead

Openreview

In 3 lists

Research Papers with code

In 3 lists

Papers with code

Definitive database linking papers to open code and datasets.

In 5 listsDetails

Kaggle

kaggle has built-in free jupyter notebook.; One can also connect to Google BigQuery to access big data.

In 7 listsLink may be dead

UCI ML Repository

In 3 lists

Data.Gov

United States federal repository of data, tools, and resources to conduct research, develop web and mobile applications, design data visualizations, and more.

In 7 listsDetails

Introduction to Statistical Learning

free:

In 3 listsLink may be dead

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 7 listsDetails

LLMOps Specialization | DeepLearning.AI & AWS

In 3 listsLink may be dead

Generative AI with LLMs | Coursera

Select audit option if available

In 3 lists

Large Language Models Bootcamp | Full Stack Deep Learning

In 3 lists

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 4 listsLink may be dead

Intro to LLMs | Cohere

In 3 lists

Weaviate Academy

In 3 lists

Fine-Tuning LLMs | Hugging Face

In 3 lists

Transformers Course | Hugging Face

In 3 lists

Prompt Engineering for Developers | OpenAI

OpenAI's document with strategies and tactics for getting better results from large language models

In 5 listsDetails

Mastering LLMs | YouTube (AssemblyAI)

In 3 lists

Awesome LLM

A curated list of papers, projects, and resources related to Large Language Models.

In 7 listsDetails

LLM Papers and Tools

In 3 lists

Prompt Engineering Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

In 13 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 5 lists

Arxiv - LLM Category

In 3 lists

Openreview

In 3 lists

Papers With Code – LLM

In 3 lists

Anthropic Research

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Google DeepMind Research

In 3 lists

Meta AI Papers

In 3 lists

OpenAI Playground

Explore resources, tutorials, API docs, and dynamic examples.

In 5 listsLink may be dead

Hugging Face Inference Playground

Open LLM models by Meta, Mistral, and hundreds of other providers.

In 5 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 6 listsDetails

Google AI Studio (Gemini)

In 3 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 13 listsLink may be dead

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 8 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 22 listsDetails

Deep Learning

Deep Learning Specialization | Coursera

Andrew Ng's flagship series; free to audit

In 8 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 10 listsDetails

Deep Learning with PyTorch | Coursera (by IBM)

In 3 lists

TensorFlow Developer Professional Certificate | Coursera

In 4 listsDetails

Deep Learning A-Z | Udemy

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In 3 listsLink may be dead

Neural Networks and Deep Learning | Michael Nielsen

This book covers many of the core concepts behind neural networks and deep learning.

In 12 listsDetails

Dive into Deep Learning (D2L)

Interactive deep learning book with code implementations

In 6 listsDetails

Deep Learning with Python (2nd Edition) | François Chollet

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In 3 lists

Mathematical Introduction to Deep Learning

In 3 lists

Top-Deep-Learning

In 3 lists

DensePose - Facebook Research

In 4 lists

Python Data Science Handbook

Full text of the "Python Data Science Handbook" in Jupyter Notebooks.

In 6 listsDetails

Tensorflow Project Template

A simple and well-designed template for your tensorflow project.

In 4 lists

VisualDL

Deep learning visualization toolkit for metrics, graphs, embeddings and more, from PaddlePaddle.

In 4 listsDetails

Caire - Content Aware Image Resize

Content aware image resize library

In 5 lists

Learn Deep Learning in 6 Weeks

In 3 lists

NVIDIA Deep Learning Institute (DLI)

In 3 lists

IBM AI Engineering Professional Certificate

In 3 lists

AWS Certified Machine Learning – Specialty

In 3 lists

Blockchain Platforms

Ethereum

Smart contracts and dApps platform

In 4 lists

Solana

High-performance blockchain for DeFi

In 3 lists

Polygon

Ethereum scaling solution

In 4 lists

Avalanche

Fast blockchain platform

In 3 lists

Binance Smart Chain

BSC ecosystem

In 3 lists

Cardano

Research-driven blockchain platform

In 3 lists

Learning Resources

CryptoZombies

Learn Solidity by building games :baby:

In 7 listsDetails

Buildspace

Web3 project-based learning

In 4 lists

Alchemy University

Free Web3 education

In 4 lists

OpenZeppelin

Smart contract security

In 3 lists

Web3 University

Comprehensive Web3 courses

In 4 listsLink may be dead

ConsenSys Academy

Blockchain education

In 3 lists

Development Tools & Frameworks

Hardhat

Ethereum development environment

In 7 listsDetails

Truffle

Blockchain development framework

In 4 listsDetails

Web3.js

Ethereum JavaScript library

In 5 lists

Ethers.js

Modern Ethereum library

In 4 lists

MetaMask

Ethereum wallet and gateway

In 6 listsDetails

Remix IDE

Online Solidity IDE

In 7 listsDetails

Foundry

Fast Ethereum toolkit

In 4 lists

Best GitHub Repositories

Solidity Patterns

Collection of patterns and best practices for smart contract development.

In 6 listsDetails

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 6 listsDetails

Learning Platforms

TryHackMe

Interactive cybersecurity learning :baby:

In 10 listsDetails

HackTheBox

Penetration testing labs

In 7 listsDetails

Cybrary

Free cybersecurity courses

In 5 listsDetails

SANS

Professional security training

In 4 lists

SecurityTube

Security video training

In 3 lists

PentesterLab

Web application security

In 9 listsDetails

Certifications

CompTIA Security+

Entry-level security certification

In 3 lists

CEH (Certified Ethical Hacker)

Ethical hacking certification

In 3 lists

CISSP

Advanced security certification

In 4 lists

OSCP

Penetration testing certification

In 3 lists

CISM

Information security management

In 4 lists

Practice Platforms

OverTheWire

Wargames for security practice

In 4 lists

PicoCTF

Cybersecurity competition

In 5 listsDetails

VulnHub

Vulnerable machines for practice

In 8 listsDetails

HackThisSite

Legal hacking challenges

In 5 lists

Root-Me

Security challenges platform

In 10 listsDetails

Tools & Resources

Kali Linux

Penetration testing distribution

In 10 listsDetails

Burp Suite

Web application security testing

In 11 listsLink may be dead

Nmap

Network discovery and security auditing

In 13 listsDetails

Wireshark

Network protocol analyzer

In 24 listsDetails

Metasploit

Penetration testing framework

In 7 listsDetails

Cloud Platforms

AWS

Amazon Web Services

In 10 listsDetails

Google Cloud

Google Cloud Platform

In 7 listsDetails

Microsoft Azure

Microsoft's cloud platform

In 7 listsDetails

DigitalOcean

Developer-friendly cloud

In 15 listsDetails

Linode

Cloud computing platform

In 10 listsDetails

Vultr

High-performance cloud servers

In 6 listsLink may be dead

DevOps Tools

Docker

Containerization platform

In 20 listsDetails

Kubernetes

Container orchestration

In 12 listsDetails

Jenkins

CI/CD automation

In 8 listsDetails

GitLab CI/CD

Integrated DevOps platform

In 4 lists

Terraform

Infrastructure as code

In 8 listsDetails

Ansible

Configuration management

In 10 listsDetails

Prometheus

Monitoring and alerting

In 15 listsDetails

Learning Resources

AWS Training

Official AWS courses

In 4 lists

Google Cloud Training

GCP learning paths

In 3 lists

Azure Learn

Microsoft learning platform

In 3 lists

Docker Academy

Docker education

In 3 listsLink may be dead

Kubernetes Academy

K8s learning platform

In 3 listsLink may be dead

Certifications

AWS Certified Solutions Architect

In 3 lists

Google Cloud Professional

In 3 lists

Microsoft Azure Fundamentals

In 3 lists

Docker Certified Associate

In 3 lists

Certified Kubernetes Administrator

In 3 lists

Frameworks & Libraries

Next.js

React framework for production

In 9 listsDetails

Svelte

Compile-time optimized framework

In 7 listsDetails

Astro

Modern static site generator

In 8 listsDetails

SolidJS

Reactive UI library

In 3 listsLink may be dead

Qwik

Resumable web framework

In 3 lists

Remix

Full-stack web framework

In 4 lists

Styling & UI

Tailwind CSS

Utility-first CSS framework

In 13 listsDetails

Chakra UI

Modular React component library

In 8 listsDetails

Framer Motion

Animation library

In 6 listsDetails

Headless UI

Unstyled UI components

In 6 listsDetails

Mantine

React components library

In 7 listsDetails

Radix UI

Low-level UI primitives

In 9 listsDetails

Build Tools & Performance

Vite

Next generation frontend tooling

In 4 lists

Turbopack

Rust-based bundler

In 3 lists

Parcel

Zero-configuration bundler

In 4 lists

Webpack

Module bundler

In 6 listsDetails

Rollup

ES module bundler

In 3 lists

esbuild

Extremely fast bundler

In 4 listsDetails

State Management

Zustand

Lightweight state management

In 7 listsDetails

Jotai

Primitive and flexible state management

In 3 lists

Valtio

Proxy-based state management

In 3 lists

Redux Toolkit

Modern Redux development

In 4 lists

Recoil

State management for React

In 3 lists

Android Development

Free Android Development Courses | Udacity

In 3 lists

Associate Android Developer Certification Path | GitHub

A collection of materials for getting ready for the test.

In 4 listsDetails

Android Developer Roadmap | roadmap.sh

Step by step guide to becoming an Android developer.

In 5 listsDetails

Build Your First App | Android Developers

In 4 lists

Android Basics with Compose | Google

In 4 lists

Kotlin for Android Developers | Udacity

In 4 lists

PluralSight – Android Developer Track

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In 3 listsLink may be dead

Google Android Codelabs

Google Developers Codelabs provide a guided, tutorial, hands-on coding experience.

In 5 lists

Android Examples | GitHub

In 3 lists

Android Projects | GitHub

In 3 lists

Flutter Widget Tour

In 3 lists

Flutter Codelabs | Google

In 3 lists

Flutter Examples | GitHub

[7112 ] - Simple basic isolated apps for devs by Nishant Srivastava.

In 4 lists

Learn Android Programming | Tutlane

In 4 lists

Official Android Developer Docs

In 3 lists

Jetpack Compose Pathway | Google

In 3 lists

Frontend Development

Scrimba

In 3 lists

Frontend Roadmap

In 3 listsLink may be dead

FreeCodeCamp Web Dev Course

Learn HTML, CSS, JavaScript from scratch.

In 3 lists

Frontend Masters

heavy_dollar_sign:

In 5 listsDetails

Frontend Mentor FREE

In 3 lists

Frontend Development >HTML5 and CSS3

MDN Web Docs - HTML

Comprehensive HTML learning

In 5 lists

MDN Web Docs - CSS

Comprehensive CSS learning

In 3 lists

CSS Reference

Visual guide to CSS

In 4 lists

HTML Reference

Visual guide to HTML

In 4 lists

CSS Grid

Learn CSS Grid with Wes Bos

In 7 listsDetails

CSS Flexbox

Learn Flexbox with Wes Bos

In 6 lists

Flexbox Froggy

Interactive Flexbox learning game

In 8 listsDetails

Grid Garden

Interactive Grid learning game

In 6 lists

CSS Basic Cheatsheet

In 3 lists

Interneting is Hard

Friendly web development tutorials

In 3 listsLink may be dead

Learn to Code HTML & CSS

Shay Howe's beginner guide

In 3 lists

CSS - The Complete Guide

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In 3 listsLink may be dead

Advanced CSS and Sass

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In 3 listsLink may be dead

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 6 listsDetails

Sneat Free Bootstrap 5 HTML Admin Template

Open-source & Easy to use Free Bootstrap 5 HTML Admin Template with Elegant Design & Unique Layout.

In 4 lists

Materio Free Bootstrap 5 HTML Admin Template

In 3 lists

Frontend Development >JavaScript

JS MDN Web Docs

In 4 lists

javascript.info

Modern JavaScript Tutorial

In 10 listsDetails

Javascript30 | Wes Bos

30 Day Vanilla JS Challenge

In 8 listsDetails

You Don't Know JS (book series)

star:

In 15 listsDetails

Eloquent JavaScript Online

Modern JavaScript programming, with examples.

In 8 listsDetails

JavaScript: The Good Parts by Douglas Crockford

star: :heavy_dollar_sign:

In 3 lists

33 JS concepts every JavaScript developer should know

by leonardomso 33 concepts every JavaScript developer should know

In 6 listsDetails

30 Seconds of Code

Short code snippets for all your development needs

In 4 listsDetails

JavaScript Design Patterns

By Addy Osmani

In 8 listsDetails

ES6 Cheatsheet

In 3 lists

RegexOne

Learn Regular Expressions

In 5 listsDetails

JavaScript Interview Questions

In 4 listsLink may be dead

500 JavaScript Practice Labs

In 3 lists

freeCodeCamp

Free coding curriculum

In 9 listsDetails

Codecademy JavaScript Course

💰🆓 🔝

In 7 listsDetails

The Odin Project

An open-source curriculum for learning full-stack web development.

In 6 listsDetails

Wes Bos Courses

In 3 lists

Frontend Masters

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In 5 listsDetails

Frontend Development >JavaScript Frameworks

Angular 7 - The Complete Guide by Maximilian Schwarzmüller | Udemy

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In 3 listsLink may be dead

The Complete Angular Course: Beginner to Advanced by Mosh Hamedani | Udemy

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In 3 listsLink may be dead

Angular Expo

Beautiful showcase of websites, applications and experiments using Angular

In 3 lists

Made With Angular

Gallery of inspiring websites using Angular/AngularJS

In 3 lists

Learn Angular 7 in 50 minutes

A free beginner's crash course :baby:

In 3 lists

Build your first Angular app

33 interactive screencasts to take you from beginner to advanced

In 3 lists

React JS - Conference Videos

In 3 listsLink may be dead

Learn React for free | Scrimba

In 3 lists

Video Tutorials - Beginner to Intermediate | YouTube

In 3 lists

Complete React Tutorial (& Redux) | YouTube

In 3 lists

ReactJS Tutorial | Codecademy

Interactive

In 3 lists

FreeCodeCamp Articles

In 3 lists

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 6 listsDetails

Few Projects for every React Dev

In 3 lists

Famous GitHub Repos

In 3 listsLink may be dead

React 16 - The Complete Guide (incl. React Router 4 & Redux)

heavy_dollar_sign: - Worth it

In 3 listsLink may be dead

Hello World | React.js Org

In 3 lists

The Road to React | Book

In 3 lists

React For Beginners | Wes Bos

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In 5 lists

Advanced React | Wes Bos

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In 4 lists

React Fundamentals | Tyler McGinnis

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In 4 lists

Modern React with Redux | Udemy

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In 3 listsLink may be dead

React Native - The Practical Guide

heavy_dollar_sign:

In 3 listsLink may be dead

Redux Tutorial #1 - React js tutorial - How Redux Works | YouTube

baby:

In 3 lists

Redux Documentation

star:

In 3 lists

Getting Started with Redux

In 4 listsLink may be dead

Building React Applications with Idiomatic Redux

🆓

In 7 listsDetails

React Redux Tutorial

In 3 listsLink may be dead

Full-Stack Redux Tutorial

Source Server + Client

In 4 lists

Introduction to the Redux Challenges | freeCodeCamp

In 3 listsLink may be dead

Redux | Tyler McGinnis

heavy_dollar_sign:

In 3 lists

Vue School

free: + :heavy_dollar_sign:

In 3 lists

Scrimba

In 3 lists

Vue Cookbook

In 5 lists

Getting started with VueJS 2

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 7 listsDetails

Vue.js Showcase - Made With Vue.js

A Gallery of Projects made with Vue.js (also the Site itself uses Vue.js)

In 5 listsDetails

Materio Free VueJS Admin Template

In 3 lists

Accessibility MDN Web Docs

In 3 lists

Web Accessibility Tutorials

In 3 lists

A Video Tutorial on Web Accessibility for Impaired Users | YouTube

In 3 lists

WebAim Web Accessibility Resources and Tools

In 3 lists

Web Accessibility Checklist - The A11Y Project

In 3 lists

ARIA - Accessibility | MDN

In 4 lists

Frontend Development >Frontend DevTools

NPM | YouTube

In 3 lists

Yarn | YouTube

In 3 lists

npx

In 4 listsLink may be dead

Webpack - The most used bundler

In 3 lists

Webpack | YouTube

In 3 lists

Parcel - The predicted webpack killer

In 3 listsLink may be dead

Browserify - The first bundler

In 3 lists

Rollup

In 3 listsLink may be dead

Backend Development

Introduction to backend

In 3 listsLink may be dead

Backend Roadmap

In 3 listsLink may be dead

Try Django | YouTube

baby:

In 3 lists

Django Docs

In 3 lists

Django Girls

Use function-based views to build a blog app.

In 6 listsDetails

MDN Web Docs

baby:

In 5 listsDetails

SimpleIsBetterThanComplex Blog

A blog about Django, Python and Web Development. Weekly updates containing tutorials, tips, featured packages, reference guides and code snippets.

In 5 listsDetails

Tango With Django Book

In 3 listsLink may be dead

Django Class-Based Views

Detailed descriptions of methods/properties/attributes for each generic class-based view.

In 6 listsDetails

Django Tutorial | Scaler Topics

In 3 lists

The Flask Mega Tutorial

baby: + Intermediate

In 8 listsDetails

NodeSchool | Workshops Open Source

heart:

In 6 lists

The Complete Node.js Developer Course | Udemy

heavy_dollar_sign:

In 3 listsLink may be dead

Express web framework (Node.js/JavaScript)

In 4 lists

Learn and Understand NodeJS

heavy_dollar_sign: - Intermediate

In 3 listsLink may be dead

Node JS Tutorial for Beginners | YouTube

baby:

In 3 lists

Node.js Documentation

star:

In 3 lists

Node.js Design Patterns by Mario Casciaro

Book Advanced level

In 3 lists

Node.js API Design

In 3 lists

Node.js handbook by Flavio Copes

baby:

In 3 listsLink may be dead

Mixu's Node book

In 3 lists

What You Need To Know About Node.js

(Email address requested, not required. By Packt)

In 3 listsLink may be dead

Express.js - Production Security Best Practices

In 3 lists

Learn Node.js | Tutlane

In 3 lists

Learn Node.js | Scaler Topics

In 3 lists

PHP Manual

In 3 lists

PHP Interactive Tutorial

In 4 lists

W3Schools

In 3 lists

Tutorial Point

In 3 listsLink may be dead

PHP with Database tutorial

In 3 listsLink may be dead

Guide for PHP and SQL connection with HTML form.

In 3 lists

PHP: The Right Way

A PHP best practice quick reference guide.

In 6 listsDetails

PHP: The Wrong Way

In 3 lists

BitDegree-Php

In 3 lists

PHP Best Practices

In 3 lists

PHP Pandas

In 3 lists

PHP Internals Book

In 3 lists

Let's Build A Forum with Laravel and TDD

In 3 lists

SoloLearn: Learn to Code for Free!

baby:

In 4 lists

Learn PHP

In 3 lists

Ruby on Rails Tutorial

by Michael Hartl — The comprehensive Rails tutorial, fully updated for Rails 7 and modern development practices.

In 5 listsDetails

Learn Ruby The Hard Way

In 4 listsLink may be dead

Learn Ruby | Codecademy

Familiarity with Ruby before Rails

In 3 lists

Learn Ruby, Dev Concept and More | Upskills with Upcase

Familiarity with ruby and coding concepts

In 3 lists

Ruby Tapas

Short, Focused Screencasts covering Intermediate to Advanced Ruby concepts and techniques, design principles, testing practices, refactoring, etc.

In 4 lists

Why's (Poignant) Guide to Ruby

by Why the Lucky Stiff

In 4 lists

RailsCasts

Video tutorials on more intermediate Ruby on Rails topics.

In 5 listsDetails

Ruby on Rails Tutorial

Learn Web Development with Rails

In 3 lists

MongoDB Tutorial for Beginners | YouTube

In 3 lists

MongoDB Skill Tree

In 3 lists

Free Courses and Paid Private training

In 3 lists

Understanding Mongoose Deep Population

In 3 lists

MongoDB full tutorial for beginners

In 3 lists

MongoDB tutorial for intermediate

In 3 listsLink may be dead

Microservices by Chris Richardson

In 3 lists

1.6 Frontend Web Development

Scrimba

In 3 lists

Frontend Roadmap

In 3 listsLink may be dead

FreeCodeCamp Web Dev Course

Learn HTML, CSS, JavaScript from scratch.

In 3 lists

Frontend Masters

heavy_dollar_sign:

In 5 listsDetails

Frontend Mentor FREE

In 3 lists

MDN Web Docs - HTML

Comprehensive HTML learning

In 5 lists

MDN Web Docs - CSS

Comprehensive CSS learning

In 3 lists

CSS Reference

Visual guide to CSS

In 4 lists

HTML Reference

Visual guide to HTML

In 4 lists

CSS Grid

Learn CSS Grid with Wes Bos

In 7 listsDetails

CSS Flexbox

Learn Flexbox with Wes Bos

In 6 lists

Flexbox Froggy

Interactive Flexbox learning game

In 8 listsDetails

Grid Garden

Interactive Grid learning game

In 6 lists

CSS Basic Cheatsheet

In 3 lists

Interneting is Hard

Friendly web development tutorials

In 3 listsLink may be dead

Learn to Code HTML & CSS

Shay Howe's beginner guide

In 3 lists

CSS - The Complete Guide

heavy_dollar_sign:

In 3 listsLink may be dead

Advanced CSS and Sass

heavy_dollar_sign:

In 3 listsLink may be dead

Bootstrap 5 Cheatsheet

An interactive list of Bootstrap classes, variables, and mixins. The only Bootstrap CheatSheet you will ever need.

In 6 listsDetails

Sneat Free Bootstrap 5 HTML Admin Template

Open-source & Easy to use Free Bootstrap 5 HTML Admin Template with Elegant Design & Unique Layout.

In 4 lists

Materio Free Bootstrap 5 HTML Admin Template

In 3 lists

JS MDN Web Docs

In 4 lists

javascript.info

Modern JavaScript Tutorial

In 10 listsDetails

Javascript30 | Wes Bos

30 Day Vanilla JS Challenge

In 8 listsDetails

You Don't Know JS (book series)

star:

In 15 listsDetails

Eloquent JavaScript Online

Modern JavaScript programming, with examples.

In 8 listsDetails

JavaScript: The Good Parts by Douglas Crockford

star: :heavy_dollar_sign:

In 3 lists

33 JS concepts every JavaScript developer should know

by leonardomso 33 concepts every JavaScript developer should know

In 6 listsDetails

30 Seconds of Code

Short code snippets for all your development needs

In 4 listsDetails

JavaScript Design Patterns

By Addy Osmani

In 8 listsDetails

ES6 Cheatsheet

In 3 lists

RegexOne

Learn Regular Expressions

In 5 listsDetails

JavaScript Interview Questions

In 4 listsLink may be dead

500 JavaScript Practice Labs

In 3 lists

freeCodeCamp

Free coding curriculum

In 9 listsDetails

Codecademy JavaScript Course

💰🆓 🔝

In 7 listsDetails

The Odin Project

An open-source curriculum for learning full-stack web development.

In 6 listsDetails

Wes Bos Courses

In 3 lists

Angular 7 - The Complete Guide by Maximilian Schwarzmüller | Udemy

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In 3 listsLink may be dead

The Complete Angular Course: Beginner to Advanced by Mosh Hamedani | Udemy

heavy_dollar_sign:

In 3 listsLink may be dead

Angular Expo

Beautiful showcase of websites, applications and experiments using Angular

In 3 lists

Made With Angular

Gallery of inspiring websites using Angular/AngularJS

In 3 lists

Learn Angular 7 in 50 minutes

A free beginner's crash course :baby:

In 3 lists

Build your first Angular app

33 interactive screencasts to take you from beginner to advanced

In 3 lists

React JS - Conference Videos

In 3 listsLink may be dead

Learn React for free | Scrimba

In 3 lists

Video Tutorials - Beginner to Intermediate | YouTube

In 3 lists

Complete React Tutorial (& Redux) | YouTube

In 3 lists

ReactJS Tutorial | Codecademy

Interactive

In 3 lists

FreeCodeCamp Articles

In 3 lists

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 6 listsDetails

Few Projects for every React Dev

In 3 lists

Famous GitHub Repos

In 3 listsLink may be dead

React 16 - The Complete Guide (incl. React Router 4 & Redux)

heavy_dollar_sign: - Worth it

In 3 listsLink may be dead

Hello World | React.js Org

In 3 lists

The Road to React | Book

In 3 lists

React For Beginners | Wes Bos

heavy_dollar_sign:

In 5 lists

Advanced React | Wes Bos

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In 4 lists

React Fundamentals | Tyler McGinnis

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In 4 lists

Modern React with Redux | Udemy

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In 3 listsLink may be dead

React Native - The Practical Guide

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In 3 listsLink may be dead

Redux Tutorial #1 - React js tutorial - How Redux Works | YouTube

baby:

In 3 lists

Redux Documentation

star:

In 3 lists

Getting Started with Redux

In 4 listsLink may be dead

Building React Applications with Idiomatic Redux

🆓

In 7 listsDetails

React Redux Tutorial

In 3 listsLink may be dead

Full-Stack Redux Tutorial

Source Server + Client

In 4 lists

Introduction to the Redux Challenges | freeCodeCamp

In 3 listsLink may be dead

Redux | Tyler McGinnis

heavy_dollar_sign:

In 3 lists

Vue School

free: + :heavy_dollar_sign:

In 3 lists

Scrimba

In 3 lists

Vue Cookbook

In 5 lists

Getting started with VueJS 2

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 7 listsDetails

Vue.js Showcase - Made With Vue.js

A Gallery of Projects made with Vue.js (also the Site itself uses Vue.js)

In 5 listsDetails

Materio Free VueJS Admin Template

In 3 lists

Accessibility MDN Web Docs

In 3 lists

Web Accessibility Tutorials

In 3 lists

A Video Tutorial on Web Accessibility for Impaired Users | YouTube

In 3 lists

WebAim Web Accessibility Resources and Tools

In 3 lists

Web Accessibility Checklist - The A11Y Project

In 3 lists

ARIA - Accessibility | MDN

In 4 lists

NPM | YouTube

In 3 lists

Yarn | YouTube

In 3 lists

npx

In 4 listsLink may be dead

Webpack - The most used bundler

In 3 lists

Webpack | YouTube

In 3 lists

Parcel - The predicted webpack killer

In 3 listsLink may be dead

Browserify - The first bundler

In 3 lists

Rollup

In 3 listsLink may be dead

Data Structures & Algorithms >Online Platforms

CodeChef

CodeChef competitive programming site

In 7 listsDetails

CodeSignal

(formerly CodeFights) Fun gaming approach to Coding contests and Interview practices.

In 5 lists

Codeforces

Great site for preparing for programming contests

In 9 listsDetails

GeeksforGeeks

Must do coding questions for product based companies

In 3 lists

Hackerearth

Code Monk to start with programming - programming fundamentals

In 4 lists

Hackerrank

Interview preparation kit

In 3 lists

InterviewBit

Best platform to get prepared for Data Structures based interviews

In 4 lists

InterviewCake

An interactive interview prep site for DSA and some System Design with free 3 week access through Github student pack

In 4 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

In 3 lists

LeetCode

Platform to prepare for technical interviews with real interview questions

In 12 listsLink may be dead

Sphere Online Judge

Great head start for learning Data Structures

In 3 listsLink may be dead

Prepbytes

Prepbytes Coding Platform - Get problems as per your coding skills.

In 3 listsLink may be dead

UVa Online Judge

The site to submit Competitive Programming 3 data structures problems

In 5 listsDetails

Codewars

Interesting ranking system with beautiful UI for competitive programming and interview prep.

In 9 listsDetails

CodinGame

Competitive programming with game like challenges

In 7 listsDetails

CS50 on HarvardX

One of the best computer science courses available online (:heavy_dollar_sign: for certification)

In 3 lists

Codility

Develop your coding skills with lessons to take part in challenges

In 5 listsDetails

Zen of Programming

A frequently updated blog great for beginners and simplified references.

In 3 listsLink may be dead

Scaler Topics

Platform to access free Resouces to coding tutorials

In 3 lists

ERD Lab

Free cloud based entity relationship diagram (ERD) tool made for students.

In 7 listsDetails

OneCompiler

An online compiler supporting over 70 programming languages, perfect for running quick code snippets and practicing data structures.

In 6 listsDetails

Data Structures & Algorithms >Tutorials & Practice

Visual Algo

Understanding DS & Algo through animations.

In 5 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)

In 3 listsLink may be dead

All Good Tutorials on Codeforces

All of the best tutorials on Codeforces all at one place.

In 3 lists

DS & Algo + Maths + C++

Another set of good compilation of resources to study.

In 3 lists

Data Structures and Algorithms

Another set of good compilation of resources to learn and practice. This one is done by Codechef.

In 3 lists

Problem Topics

Topic-wise list of problems.

In 3 lists

Cracking the Coding Interview

In 3 lists

Excercism

Code practice and mentorship.

In 4 lists

LeetCode

Platform to prepare for technical interviews with real interview questions

In 12 listsLink may be dead

Data Structures and Algorithm

In 3 listsLink may be dead

Data Structures & Algorithms >Books

Competitive Programming by Felix Halim and Steven Halim

In 3 lists

The Hitchhiker's Guide to the Programming Contests

Goto book for competitive programming enthusiasts.

In 3 listsLink may be dead

CLRS

Holy Bible for Design and Analysis of algorithms

In 3 lists

Algorithm Design by Kleinberg Tardos

Another goto book for easy to understand algorithm design and analysis

In 3 lists

Coding Interview University - Github

Strongly recommended to learn DS and Computer Science fundamentals

In 10 listsDetails

Algo & DS in different languages

Algorithm and Data Structure in different programming languages

In 3 lists

Clean code

Clean Code: A Handbook of Agile Software Craftsmanship :heavy_dollar_sign:

In 3 lists

Domain Driven Design

Domain-Driven Design: Tackling Complexity in the Heart of Software 1st Edition :heavy_dollar_sign:

In 3 lists

Aptitude Preparation for Placements >Quantitative Aptitude

IndiaBix

Comprehensive practice tests and explanations

In 3 lists

ArtOfProblemSolving

Advanced math problems with detailed solutions

In 3 lists

MathsGuru

Topic-wise practice and video explanations

In 3 lists

CareerRide

Practice tests and interview prep

In 3 lists

Aptitude Preparation for Placements >Logical Reasoning

Testpot

Logical and analytical reasoning practice

In 3 lists

Hitbullseye

Free practice tests and study material

In 3 lists

Sawaal

Question bank with solutions

In 3 listsLink may be dead

GeeksforGeeks Puzzles

Logical puzzles and brain teasers

In 3 lists

Aptitude Preparation for Placements >Verbal Ability

TestFunda

Comprehensive verbal ability practice

In 3 lists

ExamVeda

English grammar and vocabulary

In 3 lists

TCYonline

Practice tests for verbal sections

In 3 listsLink may be dead

VocabBuilder

Vocabulary improvement tools

In 3 lists

Aptitude Preparation for Placements >Company-Specific Practice

Face Prep

Company-specific preparation materials

In 3 lists

PrepInsta

Previous year questions and company patterns

In 3 lists

Placement Season

Company-wise practice tests

In 3 lists

AmCat Practice Tests

Adaptive practice tests

In 3 lists

Aptitude Preparation for Placements >Mock Test Platforms

Mercer Mettl

Professional assessment platform

In 3 lists

CoCubes

Placement preparation platform

In 3 lists

eLitmus

pH test practice

In 3 lists

AspiringMinds

AMCAT practice tests

In 3 lists

Aptitude Preparation for Placements >Free Resources

Brilliant.org

Interactive courses and problems

In 4 lists

Khan Academy

Free math and reasoning practice

In 4 lists

YouTube Channels

In 3 lists

Unacademy

In 3 lists

CareerRide

In 3 listsLink may be dead

MathsTricks

In 3 listsLink may be dead

Aptitude Preparation for Placements >Mobile Apps

Aptitude Test by Career Power

In 3 listsLink may be dead

Placement Preparation

In 3 listsLink may be dead

Aptitude Trainer

In 3 listsLink may be dead

Aptitude Preparation for Placements >Interview Preparation

InterviewBit

Technical and aptitude preparation

In 6 listsLink may be dead

Glassdoor Interviews

Company-specific interview experiences

In 3 listsLink may be dead

AmbitionBox

Interview experiences and company reviews

In 3 lists

LinkedIn Interview Prep

In 3 lists

Top Websites to Follow

Data Science Courses: R & Python Analysis Tutorials | DataCamp

In 3 listsLink may be dead

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 4 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 5 lists

Developer Circles Data Resources

In 3 listsLink may be dead

Kaggle Learn

In 3 listsLink may be dead

DataTau: The data science equivalent of Hacker News

In 3 listsLink may be dead

Towards AI

In 3 lists

Analytics Vidhya

A full-fledged website about data science and analytics study material.

In 4 listsDetails

Towards Data Science

The world’s leading publication for data science, AI, and ML professionals.

In 4 listsLink may be dead

Real Python

In 3 lists

Edureka

In 3 lists

KD nuggets

Data Mining, Analytics, Big Data, Data, Science not a blog a portal

In 4 listsDetails

Elements of AI

In 4 lists

Google ML Crash Course

Google's fast-paced, practical introduction to machine learning. 🆓

In 10 listsDetails

Data Science-InterviewBit

In 4 listsLink may be dead

Data Science-Applied AI

In 4 listsDetails

Data Analyst as a career - Scaler Blogs

In 3 lists

YCombinator's Hacker News

Where a technical audience finds and criticizes new products.

In 9 listsDetails

YourStory

In 3 lists

Entrepreneur.com

In 3 lists

TechCrunch - Tech and Startup News

TechCrunch. 기술, 스타트업, 벤처캐피탈 펀딩, 실리콘밸리 사업 보고

In 4 lists

ProductHunt

Daily launches, and a launch channel in its own right.

In 11 listsLink may be dead

The Hustle

In 3 lists

All about computer science

In 3 lists

CompSciLib - 24/7 CS & Math Tutor

In 3 lists

Design Resources

Beginners Guide to Graphic Design | 45 episode series

Playlist :baby:

In 3 lists

Mohamed Achraf

Great tutorials for Logo Designing

In 3 lists

Dansky

All about Graphic Designing

In 3 lists

DesignCourse

In 3 lists

Internships

Cisco International Internship Program

In 3 lists

Sakae Japan Internship Program: SJIP

In 3 lists

Student Training in Engineering Program: Google STEP

In 3 lists

Summer Student Opportunities

In 3 lists

Internship Portals

Angel List

In 4 lists

Internshala

In 3 lists

LinkedIn

Contact HRs on LinkedIn

In 8 listsDetails

Indeed

In 3 listsLink may be dead

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.

In 3 lists

Additional Resources

Top 10 Startup Incubator in India

Startup

In 3 lists

The first 20 hours -- how to learn anything

Learning

In 3 lists

Are you Introvert? Watch this - Power of Introverts

Self Introspection

In 3 lists

30 International Scholarships offered by the World's Top Universities

Scholarships

In 3 lists

30 Famous Books that You Will Regret Not Reading!

Reading

In 3 lists

Startup Ideas By Y Combinator

Startup

In 4 lists

Epicodus Coding Bootcamp Full Curriculum

Learning

In 3 lists

5 most common misconceptions about studying abroad among Indians

Study Abroad

In 3 listsLink may be dead

App Academy - Full Stack Coding Bootcamp, Free Curriculum

In 4 listsLink may be dead

Path to a free self-taught education in Computer Science

Learning

In 9 listsDetails

Free Women-Only Mentorship Program

Learning

In 3 listsLink may be dead

Maintainers

Deepak Kumar

In 3 lists

Ayush Gupta

In 3 lists

1.8 Alexa Tutorials

Learn Alexa | Codecademy

In 3 lists

Fact Skill Tutorial - Build an Alexa Skill in 6 Steps | Amazon

In 3 lists

Comprehensive Alexa Skill Development course | Udemy

heavy_dollar_sign:

In 3 listsLink may be dead

Building Alexa Skills from Scratch | YouTube

In 3 lists

Developing Alexa Skills for Amazon Echo | PluralSight

heavy_dollar_sign: (Free 10-day trial)

In 3 lists

Alexa Skills Development | Qwiklabs

In 3 listsLink may be dead

1.9 C Language

HackerRank

In 3 lists

Programiz

Excellent tutorials that will guide you to learn C programming.

In 4 lists

Fresh2Refresh

In 3 listsLink may be dead

Learn C

In 5 listsDetails

C Tutorial

In 3 lists

Randu

In 3 lists

W3Schools

In 3 listsLink may be dead

SoloLearn: Learn to Code for Free!

baby:

In 4 lists

C Interview Questions

In 4 lists

C Skill Tree

In 3 lists

1.10 C++ Language

HackerRank

In 3 lists

Programiz

In 3 listsLink may be dead

Hackr.Io

A user ranked online tutorial bank site displaying multiple courses to learn C++ from.

In 4 listsDetails

Learn C ++

In 3 lists

Fluent CPP

by Jonathan Boccara

In 5 listsDetails

C++ Class | Google for Education

In 4 lists

Tutorials Point

In 3 lists

GeeksForGeeks

In 3 lists

C++ Tutorial

A comprenhensive tutorial on C++ curated by trained experts.

In 4 listsDetails

C++ For Programmers | Udacity

In 3 listsLink may be dead

Software Design Using C++

In 3 listsLink may be dead

C++ Interview Questions

In 3 listsLink may be dead

C++ Skill Tree

In 3 lists

1.11 Git and Github

Git Tutorials

In 5 listsDetails

How to use Git and Github | Udacity

In 3 listsLink may be dead

Version Control with Git | Udacity

In 3 listsLink may be dead

Introduction to Git and Github | YouTube

In 3 lists

Pro Git Book

A free book on everything git.

In 9 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 11 listsDetails

GIT PURR! Git Commands Explained with Cats!

In 3 lists

git - the simple guide

In 3 lists

GIT: A Visual Git Reference

In 3 lists

Mastering Git by thoughtbot

In 3 lists

Git - Progate

In 3 lists

Intoduction to Git for DataScience

In 3 lists

Git training

In 3 lists

Git Interview Questions

In 3 listsLink may be dead

Git vs Github

In 3 lists

Git Tutorial | Scaler Topics

In 3 lists

An Introduction to Github

In 3 lists

Git Vs Github by Scaler Topics

In 3 lists

Git Skill Tree

In 3 lists

1.12 R Language

RStudio

In 3 listsLink may be dead

Kaggle Kernels

In 3 listsLink may be dead

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 5 listsDetails

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 4 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 5 listsDetails

Swirl

In 3 lists

Hands-On Programming with R by Garrett Grolemund

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 4 lists

Advanced R Programming

In 3 lists

R for Dummies

In 3 listsLink may be dead

1.13 Haskell

Happy Learn Haskell Tutorial

Pain-free, Gradual Haskell Tutorial with cartoon robots!

In 4 listsLink may be dead

Learn You a Haskell

by Miran Lipovača

In 7 listsLink may be dead

1.14 MongoDB

MongoDB Tutorial

In 3 lists

Free Courses and Paid Private training

In 3 lists

1.15 Prolog

Michael Spivey - An introduction to logic programming through Prolog

In 3 lists

1.16 C# Language

LearnCS

In 3 lists

TutorialsPoint

In 3 lists

SoloLearn

In 3 lists

Learn C# building a simple rpg

In 3 lists

DotNetPerls - C# Reference

Reference for the C# language.

In 4 lists

The "Yellow Book": Introduction to C# Programming by Rob Miles

In 3 lists

MSDN C# Fundamentals for Absolute Beginners

In 3 lists

Refactoring Guru - Design Patterns

In 3 lists

Learn C# | Tutlane

In 4 lists

C# Interview Questions

In 4 listsLink may be dead

1.17 DevDocs

API documentation for most programming languages

Works offline

In 6 listsDetails

1.18 Docker

Official Documentation on website

Self-sufficient runtime for containers.

In 9 listsDetails

Free Course on Youtube

star:

In 3 lists

Paid Docker Course on udemy

heavy_dollar_sign:

In 3 listsLink may be dead

Docker Cheat Sheet

In 3 lists

Docker-InterviewBit

In 4 listsLink may be dead

Docker Overview

In 3 lists

Docker Tutorial for Beginners – Introduction & Getting Started

In 4 lists

Docker Hands-on Labs

In 3 lists

1.19 Microsoft Technologies

Azure Learn

Microsoft learning platform

In 3 lists

Microsoft Developer Network (MSDN)

In 3 lists

Microsoft Visual Studio

In 3 lists

1.20 Scala

The Neophyte's Guide to Scala

In 3 lists

Programming in Scala

A book written by the programming language author, Martin Odersky among others. The first edition is avalible for free

In 3 lists

Functional Programming Principles in Scala

A course taught by the programming language author, Martin Odersky.

In 5 lists

1.21 Programming Notes for Professionals

Programming Notes for Professionals books

In 4 lists

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 4 lists

MATLAB Academy

In 4 lists

Octave Tutorial

In 3 lists

Beginners MATLAB edX

In 3 lists

1.22 Full-Stack Web Development

How The Internet Works

Things Like Hosting, DNS, HTTPS, Browsers, Domain Names.

In 3 lists

HTML

Best Practices, Semantic HTML, Forms & Validations, Accessibility, SEO.

In 3 lists

CSS

Flexbox, CSS Grid, Custom Properties,Animations/Transitions, Responsive Design, CSS Preprocessor, Modern CSS, CSS Frameworks Tailwind CSS,Bootstrap.

In 3 lists

Full Stack Developer

In 3 listsLink may be dead

How DNS works

In 3 lists

How DNSSEC works

In 3 lists

How HTTPS works

In 3 lists

Front-End Starts

JavaScript

In 3 lists

TypeScript

In 3 lists

GraphQl

.

In 3 lists

Progressive Web Apps (PWA)

.

In 3 lists

JAMstack

In 3 lists

Web Assembly

.

In 3 lists

Speech Recognition

.

In 3 lists

Back-End Starts

APIs

.

In 3 lists

1.23 Go Language

Go,Progate

In 3 lists

Go lang Tutorial For Beginners,Edureka Youtube

In 3 lists

Go by Example

Hands-on introduction to Go using annotated example programs.

In 6 listsDetails

Go Hands-on Labs

In 3 listsLink may be dead

Campus Ambassador Programs

Microsoft Learn Student Ambassadors

In 3 lists

GitHub Campus Experts

In 3 lists

College Representative - E-Cell IITB

In 3 lists

Internshala

In 3 lists

Progate Student Ambassador

In 3 lists

ISB - YLP Campus Ambassador Program

In 3 lists

GeeksforGeeks Campus Ambassador

Tutorials, articles, courses, coding competitions, jobs and more.

In 6 listsDetails

HackerEarth Campus Ambassador

Practice section for basic programming, data structures, algorithms and math, alongside hiring assessments.

In 9 listsDetails

HackerRank Campus Ambassador

Preparação para entrevistas técnicas. Focado em desafios de algoritmos, estruturas de dados e diversas linguagens como Java e SQL.

In 10 listsDetails

Interviewbit Campus Ambassador

In 3 lists

Intel Ambassador Program

In 3 listsLink may be dead

CodeChef

CodeChef competitive programming site

In 7 listsDetails

Ingressive Campus Ambassador

In 3 listsLink may be dead

Mozilla Student Ambassador

In 3 lists

Frontbench Campus Ambassador

In 3 lists

Codechef Campus Ambassador

In 3 lists

AWS Educate(Amazon)

In 3 lists

Codementor for Students

In 3 lists

Geeksforgeeks Campus Ambassador Program

In 3 lists

MATLAB Student Ambassador Program

In 3 listsLink may be dead

Student Benefits and Packs

GitHub Student Developer Pack - Free Resources for Students

Get free access to the best developer tools in one place.

In 6 listsDetails

Visual Studio Essentials - Access to Microsoft Premium Services

In 3 lists

Microsoft Imagine Pack - Tools and subscriptions for Students

In 3 listsLink may be dead

Microsoft Azure - $100 Azure credit for students

In 3 lists

Free Microsoft Office 365 for Students

In 3 listsLink may be dead

JetBrains Students pack

免费使用旗下大部分软件,如IntelliJ IDEA、WebStorm 等

In 4 lists

AWS Educate

In 3 lists

Google Cloud

In 3 lists

Intel Ambassador Program

In 3 listsLink may be dead

Google Reskilling India Program | Pluralsight

In 3 listsLink may be dead

Bitbucket Education

In 3 lists

Namecheap free .name Domain

In 3 lists

Autodesk Education software for students

In 3 listsLink may be dead

Invision Free app for Education

In 3 lists

Student Fellowship Programs

University Innovation Fellowship - Stanford University

In 3 lists

Teach for India Fellowship

In 3 lists

Urban Leaders Fellowship

In 3 lists

Legislative Assistants to Members of Parliament (LAMP) Fellowship

In 3 lists

Scholarships

Pytorch Scholarship Challenge - Udacity

Application Deadline - October 23rd 9:30PM PST

In 3 lists

Grants, Awards AND Opportunities For Indian/Canadian Scholars

In 3 lists

Facebook Developer Circle Scholarship Program - DataScience/Frontend Dev

In 3 listsLink may be dead

Coding Bootcamp Scholarships - Course Report

In 3 lists

Apple WWDC Scholarship

Application Deadline - Mid-April

In 3 listsLink may be dead

Technology Scholarship Program - Udacity

Application deadline - November 6th, 2019

In 3 lists

Goldman Sachs Global Scholarship and Mentorship Program

Applications are welcomed in December - January period.

In 3 listsLink may be dead

Grace Hoppers Conference Program

Applications are opened in mid-January.

In 3 lists

Facebook Grace Hopper Scholarship 2019

Applications are opened in March - April before the registration for GHC starts.

In 3 lists

Venkat Panchapakesan Memorial Scholarship

Applications are opened in the period between May and August every year.

In 3 lists

Women Techmakers Scholars Program

Applications are opened in June-July every year.

In 3 lists

GHC India Student Scholarships

Applications are opened in the months of May - June every year.

In 3 listsLink may be dead

Adobe India Women-in-Technology Scholarship

Application are opened in September - October every year.

In 4 lists

Microsoft Scholarship Program

Applications open in October 2019!

In 3 lists

Udacity - Bertelsmann Technology Scholarships Program

Application deadline - November 16th, 2020

In 3 lists

ONGC Foundation

Applications open every year

In 3 lists

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 6 lists

Codementor Events

Curated listed of tech events and year-round developer-centered virtuao events.

In 4 lists

Campus Ambassador Programs

Microsoft Learn Student Ambassadors

In 3 lists

GitHub Campus Experts

In 3 lists

College Representative - E-Cell IITB

In 3 lists

Internshala

In 3 lists

Progate Student Ambassador

In 3 lists

ISB - YLP Campus Ambassador Program

In 3 lists

GeeksforGeeks Campus Ambassador

Tutorials, articles, courses, coding competitions, jobs and more.

In 6 listsDetails

HackerEarth Campus Ambassador

Practice section for basic programming, data structures, algorithms and math, alongside hiring assessments.

In 9 listsDetails

HackerRank Campus Ambassador

Preparação para entrevistas técnicas. Focado em desafios de algoritmos, estruturas de dados e diversas linguagens como Java e SQL.

In 10 listsDetails

Interviewbit Campus Ambassador

In 3 lists

Intel Ambassador Program

In 3 listsLink may be dead

CodeChef

CodeChef competitive programming site

In 7 listsDetails

Ingressive Campus Ambassador

In 3 listsLink may be dead

Mozilla Student Ambassador

In 3 lists

Frontbench Campus Ambassador

In 3 lists

Codechef Campus Ambassador

In 3 lists

AWS Educate(Amazon)

In 3 lists

Codementor for Students

In 3 lists

Geeksforgeeks Campus Ambassador Program

In 3 lists

MATLAB Student Ambassador Program

In 3 listsLink may be dead

Student Benefits and Packs

GitHub Student Developer Pack - Free Resources for Students

Get free access to the best developer tools in one place.

In 6 listsDetails

Visual Studio Essentials - Access to Microsoft Premium Services

In 3 lists

Microsoft Imagine Pack - Tools and subscriptions for Students

In 3 listsLink may be dead

Microsoft Azure - $100 Azure credit for students

In 3 lists

Free Microsoft Office 365 for Students

In 3 listsLink may be dead

JetBrains Students pack

免费使用旗下大部分软件,如IntelliJ IDEA、WebStorm 等

In 4 lists

AWS Educate

In 3 lists

Google Cloud

In 3 lists

Intel Ambassador Program

In 3 listsLink may be dead

Google Reskilling India Program | Pluralsight

In 3 listsLink may be dead

Bitbucket Education

In 3 lists

Namecheap free .name Domain

In 3 lists

Autodesk Education software for students

In 3 listsLink may be dead

Invision Free app for Education

In 3 lists

Student Fellowship Programs

University Innovation Fellowship - Stanford University

In 3 lists

Teach for India Fellowship

In 3 lists

Urban Leaders Fellowship

In 3 lists

Legislative Assistants to Members of Parliament (LAMP) Fellowship

In 3 lists

Scholarships

Pytorch Scholarship Challenge - Udacity

Application Deadline - October 23rd 9:30PM PST

In 3 lists

Grants, Awards AND Opportunities For Indian/Canadian Scholars

In 3 lists

Facebook Developer Circle Scholarship Program - DataScience/Frontend Dev

In 3 listsLink may be dead

Coding Bootcamp Scholarships - Course Report

In 3 lists

Apple WWDC Scholarship

Application Deadline - Mid-April

In 3 listsLink may be dead

Technology Scholarship Program - Udacity

Application deadline - November 6th, 2019

In 3 lists

Goldman Sachs Global Scholarship and Mentorship Program

Applications are welcomed in December - January period.

In 3 listsLink may be dead

Grace Hoppers Conference Program

Applications are opened in mid-January.

In 3 lists

Facebook Grace Hopper Scholarship 2019

Applications are opened in March - April before the registration for GHC starts.

In 3 lists

Venkat Panchapakesan Memorial Scholarship

Applications are opened in the period between May and August every year.

In 3 lists

Women Techmakers Scholars Program

Applications are opened in June-July every year.

In 3 lists

GHC India Student Scholarships

Applications are opened in the months of May - June every year.

In 3 listsLink may be dead

Adobe India Women-in-Technology Scholarship

Application are opened in September - October every year.

In 4 lists

Microsoft Scholarship Program

Applications open in October 2019!

In 3 lists

Udacity - Bertelsmann Technology Scholarships Program

Application deadline - November 16th, 2020

In 3 lists

ONGC Foundation

Applications open every year

In 3 lists

Internships

Cisco International Internship Program

In 3 lists

Sakae Japan Internship Program: SJIP

In 3 lists

Student Training in Engineering Program: Google STEP

In 3 lists

Summer Student Opportunities

In 3 lists

Internship Portals

Angel List

In 4 lists

Internshala

In 3 lists

LinkedIn

Contact HRs on LinkedIn

In 8 listsDetails

Indeed

In 3 listsLink may be dead

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.

In 3 lists

10. Top Websites to Follow

Data Science Courses: R & Python Analysis Tutorials | DataCamp

In 3 listsLink may be dead

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 4 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 5 lists

Developer Circles Data Resources

In 3 listsLink may be dead

Kaggle Learn

In 3 listsLink may be dead

DataTau: The data science equivalent of Hacker News

In 3 listsLink may be dead

Towards AI

In 3 lists

Analytics Vidhya

A full-fledged website about data science and analytics study material.

In 4 listsDetails

Towards Data Science

The world’s leading publication for data science, AI, and ML professionals.

In 4 listsLink may be dead

Real Python

In 3 lists

Edureka

In 3 lists

KD nuggets

Data Mining, Analytics, Big Data, Data, Science not a blog a portal

In 4 listsDetails

Elements of AI

In 4 lists

Google ML Crash Course

Google's fast-paced, practical introduction to machine learning. 🆓

In 10 listsDetails

Data Science-InterviewBit

In 4 listsLink may be dead

Data Science-Applied AI

In 4 listsDetails

Data Analyst as a career - Scaler Blogs

In 3 lists

YCombinator's Hacker News

Where a technical audience finds and criticizes new products.

In 9 listsDetails

YourStory

In 3 lists

Entrepreneur.com

In 3 lists

TechCrunch - Tech and Startup News

TechCrunch. 기술, 스타트업, 벤처캐피탈 펀딩, 실리콘밸리 사업 보고

In 4 lists

ProductHunt

Daily launches, and a launch channel in its own right.

In 11 listsLink may be dead

The Hustle

In 3 lists

All about computer science

In 3 lists

CompSciLib - 24/7 CS & Math Tutor

In 3 lists

Top 10 Startup Incubator in India

Startup

In 3 lists

The first 20 hours -- how to learn anything

Learning

In 3 lists

Are you Introvert? Watch this - Power of Introverts

Self Introspection

In 3 lists

30 International Scholarships offered by the World's Top Universities

Scholarships

In 3 lists

30 Famous Books that You Will Regret Not Reading!

Reading

In 3 lists

Startup Ideas By Y Combinator

Startup

In 4 lists

Epicodus Coding Bootcamp Full Curriculum

Learning

In 3 lists

5 most common misconceptions about studying abroad among Indians

Study Abroad

In 3 listsLink may be dead

App Academy - Full Stack Coding Bootcamp, Free Curriculum

In 4 listsLink may be dead

Path to a free self-taught education in Computer Science

Learning

In 9 listsDetails

Free Women-Only Mentorship Program

Learning

In 3 listsLink may be dead

14.1 Design Resources

Beginners Guide to Graphic Design | 45 episode series

Playlist :baby:

In 3 lists

Mohamed Achraf

Great tutorials for Logo Designing

In 3 lists

Dansky

All about Graphic Designing

In 3 lists

DesignCourse

In 3 lists

15. Top Sites for Aptitude Preparation for Placements

IndiaBix

Comprehensive practice tests and explanations

In 3 lists

ArtOfProblemSolving

Advanced math problems with detailed solutions

In 3 lists

MathsGuru

Topic-wise practice and video explanations

In 3 lists

CareerRide

Practice tests and interview prep

In 3 lists

Testpot

Logical and analytical reasoning practice

In 3 lists

Hitbullseye

Free practice tests and study material

In 3 lists

Sawaal

Question bank with solutions

In 3 listsLink may be dead

GeeksforGeeks Puzzles

Logical puzzles and brain teasers

In 3 lists

TestFunda

Comprehensive verbal ability practice

In 3 lists

ExamVeda

English grammar and vocabulary

In 3 lists

TCYonline

Practice tests for verbal sections

In 3 listsLink may be dead

VocabBuilder

Vocabulary improvement tools

In 3 lists

Face Prep

Company-specific preparation materials

In 3 lists

PrepInsta

Previous year questions and company patterns

In 3 lists

Placement Season

Company-wise practice tests

In 3 lists

AmCat Practice Tests

Adaptive practice tests

In 3 lists

Mercer Mettl

Professional assessment platform

In 3 lists

CoCubes

Placement preparation platform

In 3 lists

eLitmus

pH test practice

In 3 lists

AspiringMinds

AMCAT practice tests

In 3 lists

Brilliant.org

Interactive courses and problems

In 4 lists

Khan Academy

Free math and reasoning practice

In 4 lists

YouTube Channels

In 3 lists

Unacademy

In 3 lists

CareerRide

In 3 listsLink may be dead

MathsTricks

In 3 listsLink may be dead

Aptitude Test by Career Power

In 3 listsLink may be dead

Placement Preparation

In 3 listsLink may be dead

Aptitude Trainer

In 3 listsLink may be dead

InterviewBit

Technical and aptitude preparation

In 6 listsLink may be dead

Glassdoor Interviews

Company-specific interview experiences

In 3 listsLink may be dead

AmbitionBox

Interview experiences and company reviews

In 3 lists

LinkedIn Interview Prep

In 3 lists

16. Maintainers

Deepak Kumar

In 3 lists

Ayush Gupta

In 3 lists
See category
100

Table of Contents

hesreallyhim/awesome-claude-code

A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team…

Fresh★ 58k252 entriesPushed today
100

Awesome Agent Skills

VoltAgent/awesome-agent-skills

A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.

Fresh★ 37k941 entriesPushed 2 days ago
99

Awesome Production Machine Learning

EthicalML/awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Fresh★ 21k533 entriesPushed today
97

Contents

ossu/computer-science

🎓 Path to a free self-taught education in Computer Science!

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96

Awesome Nano Banana Pro Prompts

YouMind-OpenLab/awesome-nano-banana-pro-prompts

🍌 World's largest Nano Banana Pro prompt library — 10,000+ curated prompts with preview images, 16 languages. Google Gemini AI image generation. Free & open source.

Fresh★ 14k173 entriesPushed today
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Static Analysis

analysis-tools-dev/static-analysis

⚙️ A curated list of static analysis (SAST) tools and linters for all programming languages, config files, build tools, and more. The focus is on tools which improve…

Fresh★ 15k533 entriesPushed 6 days ago