1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
- agents
- ai
- ai-agents
- ai-engineering
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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
🎓 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
Visualize any GitHub codebase: free interactive architecture diagrams and one-minute explainer videos. Replace 'hub' with 'diagram' in any GitHub URL.
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.
🎬 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.
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
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!
大模型(LLM)全栈学习路线与中文教程🔥:覆盖 Prompt Engineering、RAG、AI Agent、MCP、微调、模型部署、Transformer、AI 编程与大厂面试,从入门到生产实践。
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
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
AI Coding 福利站导航:免费白嫖 Claude Code / Codex 的中转站与公益站合集,含额度、模型、价格自动更新与一键配置脚本
: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.
:video_game: :pencil: A list of Game Development resources to make magic happen.
本文原文由知名 Hacker Eric S. Raymond 所撰寫,教你如何正確的提出技術問題並獲得你滿意的答案。
Community curated list of templates for the nuclei engine to find security vulnerabilities.
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.
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.
🧑🏫 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.
100 Days of ML Coding
No description provided by the repository host.
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
Linux命令大全搜索工具,内容包含Linux命令手册、详解、学习、搜集。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.
🛡️ ⚛️ 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.
Awesome list of open-source startup alternatives to well-known SaaS products 🚀
List of top 500 ReactJS Interview Questions & Answers....Coding exercise questions are coming soon!!
🎓 Um caminho para a educação autodidata em Ciência da Computação!
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
A collection of algorithms and data structures
All the resources you need to get to Senior Engineer and beyond
🆓免费的 ChatGPT 镜像网站列表,持续更新。List of free ChatGPT mirror sites, continuously updated.
A collection of simple python mini projects to enhance your python skills
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
All Algorithms implemented in Rust
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
📚 Modern C++ Tutorial: C++11 to C++26 On the Fly | https://changkun.de/modern-cpp/
🌈【C#/.NET/.NET Core学习、工作、面试指南】记录、收集和总结C#/.NET/.NET Core基础知识、学习路线、开发实战、编程技巧练习、学习视频、文章、书籍、项目框架、社区组织、开发必备工具、技术前沿周刊、常见面试题、面试须知、简历模板、人才招聘、以及自己在学习和工作中的一些微薄见解。希望能和大家一起学习,共同进步。如果本知识库能为您提供帮助,别忘了给予支持哦(关注、点赞、分享)💖。