1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
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- ai
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Ranked by Attention Score: stars gained over the last 180 complete days
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Learn AI Engineering! Learn it. Build it. Ship it for others.
A collective list of free APIs
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.
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
Curated list of project-based tutorials
12 Weeks, 24 Lessons, AI for All!
Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
A curated list of awesome Go frameworks, libraries and software
Harness engineering beginner tutorial, from 0 to 1
18 Lessons to Get Started Building AI Agents
from vibe coding to agentic engineering - practice makes claude perfect
A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.
A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.
21 Lessons, Get Started Building with Generative AI
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.
Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
🎓 Path to a free self-taught education in Computer Science!
The repository host gives no description.
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
All Algorithms implemented in Python
The awesome collection of OpenClaw skills. 5,400+ skills filtered and categorized from the official OpenClaw Skills Registry.🦞
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
This repository contains a 90-day cybersecurity study plan, along with resources and materials for learning various cybersecurity concepts and technologies. The plan is organized into daily tasks, covering topics such as Network+, Security+, Linux, Python, Traffic Analysis, Git, ELK, AWS, Azure, and Hacking. The repository also includes a `LEARN.md
A Collection of application ideas which can be used to improve your coding skills.
A list of useful payloads and bypass for Web Application Security and Pentest/CTF
A topic-centric list of HQ open datasets.
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
A collection of projects showcasing RAG, agents, workflows, and other AI use cases
TranslatedA guide to teaching yourself computer science
Curated coding interview preparation materials for busy software engineers
Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
Examples and guides for using the OpenAI API
This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), AI security, vulnerability research, exploit development, reverse engineering, and more. 🔥 Also check: https://hackertraining.org
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
A list of cool features of Git and GitHub.
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
A Collection of application ideas that can be used to improve your coding skills ❤.
🚀✨ Help beginners to contribute to open source projects
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
10 Weeks, 20 Lessons, Data Science for All!
⭐️ Companies that don't have a broken hiring process
Learn how to develop, deploy and iterate on production-grade ML applications.
A collection of projects designed to help developers quickly get started with building deployable applications using the Claude API
Python Data Science Handbook: full text in Jupyter Notebooks
A curated list of awesome Android UI/UX libraries
🗂 The essential checklist for modern web development, for humans and AI agents
📚 Biblioteca de livros essenciais da área da programação.
24 Lessons, 12 Weeks, Get Started as a Web Developer
:crab: Small exercises to get you used to reading and writing Rust code!
Curated list of design and UI resources from stock photos, web templates, CSS frameworks, UI libraries, tools and much more
The best design tools and plugins for everything 👉
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
A curated list of free public APIs — searchable, community-maintained, with a free JSON API.
A curated list of awesome iOS ecosystem, including Objective-C and Swift Projects
📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
Translated:star:Github Ranking:star: Github stars and forks ranking list. Github Top100 stars list of different languages. Automatically update daily. | Github repository ranking, automatically updated daily
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
All Algorithms implemented in Java
100 Days of ML Coding
TranslatedA search tool for a complete collection of Linux commands, with content including a Linux command manual, detailed explanations, learning resources, and collected material. https://git.io/linux
A curated list of awesome things related to shadcn/ui.
A community collection of OpenClaw use cases for making life easier.
Video discussing this curriculum:
TranslatedList of Chinese independent blogs
🛡️ ⚛️ A simple, scalable, and powerful architecture for building production ready React applications.
:memo: An awesome Data Science repository to learn and apply for real world problems.
A curated list of awesome Hacking tutorials, tools and resources
TranslatedThe original of this article was written by the well-known hacker Eric S. Raymond. It teaches you how to ask technical questions correctly and get answers you are satisfied with.
A collection of simple python mini projects to enhance your python skills
:video_game: :pencil: A list of Game Development resources to make magic happen.
OSINT Framework
👩💻👨💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.
A collection of learning resources for curious software engineers
All the resources you need to get to Senior Engineer and beyond
:fireworks:Interactive Online Platform that Visualizes Algorithms from Code
VIP cheatsheets for Stanford's CS 229 Machine Learning
Demonstration and Template Projects
Community curated list of templates for the nuclei engine to find security vulnerabilities.
🎓 Um caminho para a educação autodidata em Ciência da Computação!
Beginner, advanced, expert level Rust training material
Clean Code concepts adapted for JavaScript
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
A curated list of awesome search engines useful during Penetration testing, Vulnerability assessments, Red/Blue Team operations, Bug Bounty and more
Everything you need to know to get the job.
An interactive git visualization and tutorial. Aspiring students of git can use this app to educate and challenge themselves towards mastery of git!
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.
TranslatedA Python web scraping tutorial series, learning Python web scraping from 0 to 1, including browser packet capture and mobile APP packet capture with tools such as fiddler and mitmproxy, the use of the various modules involved in web scraping, such as requests, beautifulSoup, selenium, appium, scrapy, etc., as well as IP proxies, CAPTCHA recognition, using Mysql and MongoDB databases with Python, multi-threaded and multi-process scraping, reverse engineering and cracking of CSS scraping encryption, JS scraping reverse engineering, distributed scraping, practical scraping project examples, etc.
A collection of awesome software, libraries, documents, books, resources and cools stuffs about security.
Awesome list of open-source startup alternatives to well-known SaaS products 🚀
Get started using GitHub in less than an hour.
The largest curated collection of markdown badges for your personal developer branding, profile, and projects.
Community guide to using YubiKey for GnuPG and SSH - protect secrets with hardware crypto.