1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
- agents
- ai
- ai-agents
- ai-engineering
- computer-vision
- course
- +14 more
Ranked by Attention Score: stars gained over the last 180 complete days
1–100 of 169 by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
Learn AI Engineering! Learn it. Build it. Ship it for others.
The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.
A collective list of free APIs
📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
The definitive list that answers "I want to do X in Python, which tool should I use?"
:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.
Curated list of project-based tutorials
Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.
:books: Freely available programming books
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 at Anthropic PBC (no affiliation). A delectable showcase of top tier skills, ambidextrous agents, scintillating status lines, top notch developer tooling, and also we have plugins
A curated list of practical Codex skills for automating workflows across the Codex CLI and API.
All Algorithms implemented in Python
A list of useful payloads and bypass for Web Application Security and Pentest/CTF
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
Summer 2027 software engineering, data science, AI, quant, product management, and hardware internship postings. Updated daily by Simplify and Pitt CSC.
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
A curated list of awesome Machine Learning frameworks, libraries and software.
Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 100 clases, 44 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA...
⚡️ IPTV直播源自动更新工具:自动采集、校验、测速并生成可播放结果,支持 M3U/TXT/API 输出、自定义频道、IPv4/IPv6、Docker、GitHub Actions、CLI 与 GUI 多端部署
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
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.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Machine Learning Engineering Open Book
A curated list of awesome mathematics resources
The official source code repository for the calibre ebook manager
Awesome Privacy - A curated list of services and alternatives that respect your privacy because PRIVACY MATTERS.
🧑🏫 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, ... 🧠
Python sample codes and textbook for robotics algorithms.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
A book-in-progress about the Linux kernel and its insides.
A collection of simple python mini projects to enhance your python skills
A collection of learning resources for curious software engineers
A curated list of amazingly awesome Home Assistant resources.
《Designing Data-Intensive Application》DDIA 第一版 / 第二版 中文翻译
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
AWS zero to hero repo for devops engineers to learn AWS in 30 Days. This repo includes projects, presentations, interview questions and real time examples.
Awesome list of open-source startup alternatives to well-known SaaS products 🚀
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
机场推荐、Clash / V2ray 客户端配置与代理工具指南
the only cheat sheet you need
Comprehensive Python Cheatsheet
🐶 A curated list of Web Security materials and resources.
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
🆓免费的 ChatGPT 镜像网站列表,持续更新。List of free ChatGPT mirror sites, continuously updated.
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
Pocket Flow: Codebase to Tutorial
A collection of design patterns/idioms in Python
The Data Engineering Cookbook
Code samples for my book "Neural Networks and Deep Learning"
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
An open access book on scientific visualization using python and matplotlib
Turns Data and AI algorithms into production-ready web applications in no time.
an awesome list of honeypot resources
One webpage for every book ever published!
Best Practices on Recommendation Systems
PyTorch Tutorial for Deep Learning Researchers
ChatGPT 中文指南🔥,ChatGPT 中文调教指南,指令指南,应用开发指南,精选资源清单,更好的使用 chatGPT 让你的生产力 up up up! 🚀
A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently.
PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.
A curated list of practical financial machine learning tools and applications.
A free, online learning platform to make quality education accessible for all.
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
A curated list of awesome things related to Django
Practical Python Programming (course by @dabeaz)
CTFs as you need them
Minimal examples of data structures and algorithms in Python
Advanced Python Mastery (course by @dabeaz)
:orange_book: 中华新华字典数据库。包括歇后语,成语,词语,汉字。
Open Machine Learning Course
Minimal and clean examples of machine learning algorithms implementations
2025年最新总结,阿里,腾讯,百度,美团,头条等技术面试题目,以及答案,专家出题人分析汇总。
Ansible for DevOps examples.
Scalable and user friendly neural :brain: forecasting algorithms.
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
Uplift modeling and causal inference with machine learning algorithms
A toolkit for developing and comparing reinforcement learning algorithms.
:sunglasses: A curated list of robotics libraries and software
Python framework for creating, editing, and running Noisy Intermediate-Scale Quantum (NISQ) circuits.
🚀 Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish, zsh, osquery and so on.
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Kapowarr is a software to build and manage a comic book library, fitting in the *arr suite of software.
Low-code framework for building custom LLMs, neural networks, and other AI models
Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.
The roadmap for learning the C++ programming language for beginners and experienced devs.
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
An easy and fast way to create a Python GUI 🐍
100-Days-Of-ML-Code中文版
Math & CS awesome List, distinguished by proof and logic technique
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
Largest list of models for Core ML (for iOS 11+)