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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Learn AI Engineering! Learn it. Build it. Ship it for others.
A growing collection of viral videos made with Claude Opus 5.5 and the prompts behind them. Watch each original next to a live remake on Skillry. Updated regularly.
A collective list of free APIs
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
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 curated list of awesome Go frameworks, libraries and software
A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.
Harness engineering beginner tutorial, from 0 to 1
Curated list of project-based tutorials
15 motion design styles, each made by Claude Opus 5.5 writing code from one prompt: watch the films, copy the prompts, read the full source.
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
18 Lessons to Get Started Building AI Agents
21 Lessons, Get Started Building with Generative AI
Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
A collection of remote MCP servers.
A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.
from vibe coding to agentic engineering - practice makes claude perfect
A collection of projects designed to help developers quickly get started with building deployable applications using the Claude API
🎓 Path to a free self-taught education in Computer Science!
12 Weeks, 24 Lessons, AI for All!
Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
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 notebooks/recipes showcasing some fun and effective ways of using Claude.
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
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.
All Algorithms implemented in Python
A list of useful payloads and bypass for Web Application Security and Pentest/CTF
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
The repository host gives no description.
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
⭐️ Companies that don't have a broken hiring process
Build a system, load it until it breaks, and watch why. A system design simulator for learning distributed systems.
A collection of projects showcasing RAG, agents, workflows, and other AI use cases
🎬 Evidence-led Seedance 2.5 / 2.0 prompt library: 840+ cases traced to original posts, 490+ cross-model retest runs, 27 copy-ready templates, 79 installable AI-video Skills. Synced daily from goodcase.ai. EN / 中文 / 日本語.
A list of cool features of Git and GitHub.
The awesome collection of OpenClaw skills. 5,400+ skills filtered and categorized from the official OpenClaw Skills Registry.🦞
A topic-centric list of HQ open datasets.
A Collection of application ideas which can be used to improve your coding skills.
Examples and guides for using the OpenAI API
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
TranslatedA guide to teaching yourself computer science
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
Community guide to using YubiKey for GnuPG and SSH - protect secrets with hardware crypto.
:fireworks:Interactive Online Platform that Visualizes Algorithms from Code
🚀✨ Help beginners to contribute to open source projects
Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
A curated list of awesome Android UI/UX libraries
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
10 Weeks, 20 Lessons, Data Science for All!
TranslatedFull-stack learning roadmap and Chinese tutorials for large language models (LLM)🔥: covers Prompt Engineering, RAG, AI Agent, MCP, fine-tuning, model deployment, Transformer, AI programming, and interviews at major tech companies, from beginner level to production practice.
All Algorithms implemented in Java
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
TranslatedList of Chinese independent blogs
The best design tools and plugins for everything 👉
Curated coding interview preparation materials for busy software engineers
A curated list of awesome iOS ecosystem, including Objective-C and Swift Projects
TranslatedAI Coding welfare site navigation: a collection of relay stations and public-welfare stations for getting Claude Code / Codex for free, with automatically updated quotas, models, and prices, plus one-click configuration scripts
:crab: Small exercises to get you used to reading and writing Rust code!
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.
🗂 The essential checklist for modern web development, for humans and AI agents
Python Data Science Handbook: full text in Jupyter Notebooks
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Everything you need to know to get the job.
A curated list of free public APIs — searchable, community-maintained, with a free JSON API.
Curated list of design and UI resources from stock photos, web templates, CSS frameworks, UI libraries, tools and much more
24 Lessons, 12 Weeks, Get Started as a Web Developer
Learn how to develop, deploy and iterate on production-grade ML applications.
📚 Biblioteca de livros essenciais da área da programação.
:video_game: :pencil: A list of Game Development resources to make magic happen.
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.
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Community curated list of templates for the nuclei engine to find security vulnerabilities.
A Collection of application ideas that can be used to improve your coding skills ❤.
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.
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.
A curated list of awesome Hacking tutorials, tools and resources
📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
A curated list of awesome search engines useful during Penetration testing, Vulnerability assessments, Red/Blue Team operations, Bug Bounty and more
Companion repository for “In-Context Learning for Robots: Methods and Applications” — methods, datasets, and benchmarks organized by taxonomy and release date.
Get started using GitHub in less than an hour.
🧑🏫 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, ... 🧠
:memo: An awesome Data Science repository to learn and apply for real world problems.
A curated list of awesome things related to shadcn/ui.
OSINT Framework
100 Days of ML Coding
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
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
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
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.
Demonstration and Template Projects
🛡️ ⚛️ A simple, scalable, and powerful architecture for building production ready React applications.
A collection of awesome software, libraries, documents, books, resources and cools stuffs about security.
:page_with_curl: A list of practical projects that anyone can solve in any programming language.
👩💻👨💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.
100 numpy exercises (with solutions)
Awesome list of open-source startup alternatives to well-known SaaS products 🚀