This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
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TranslatedLearn and understand Docker&Container technologies, with real DevOps practice!
TranslatedPumpkin Book (南瓜书, Nangua Shu): Detailed explanations of the formulas in "Machine Learning" (the Watermelon Book, 西瓜书)
- machine-learning
- pumpkin-book
- book
TranslatedAn introductory LLM tutorial for developers, the Chinese version of Andrew Ng's large model course series
- cookbook
- llm
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
:boy: :girl: Technical-Interview guidelines written for those who started studying programming. I wish you all the best. :space_invader:
- development
- beginner
- tech-interviews
- awesome
Translated🆓 List of free ChatGPT mirror sites, continuously updated.
- awesome-list
- chatgpt
- free
- chat
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
- cybersecurity
- ethical-hacking
- communityexchange
- learn
💻 Vibe Coding 101｜Your First Course For AI Product Builders.
- ai
- course
- vibe-coding
- coding
TranslatedQiu Xipeng's "Neural Networks and Deep Learning" (神经网络与深度学习), Second Edition and General Edition: e-book, chapter table of contents, learning resources, and errata.
- attention-mechanism
- chinese
- deep-learning
- machine-learning
Everything you need to prepare for your technical interview
- interview
- interview-questions
- google-interview
- list
Chrome Extensions Samples
- chrome
Translated👶🏻 Encyclopedia of major knowledge & technical interviews for junior developers 📖
- interview
- developer
- tech
- computer-science
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.
- csharp
- java
- javascript
- mcp
✨ React patterns, techniques, tips and tricks ✨
- react-patterns
- design-patterns
- techniques
- best-practices
TranslatedCollects and organizes high-quality, interesting open-source projects on GitHub.
Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases
- machine-learning
- deep-learning
- leedl-tutorial
- cnn
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
by ex-googlers, for ex-googlers - a lookup table of similar tech & services
- infrastructure
- lookup-table
- management
- devops-tools
llama3 implementation one matrix multiplication at a time
A FREE comprehensive reverse engineering tutorial covering x86, x64, 32-bit/64-bit ARM, 8-bit AVR and 32-bit RISC-V architectures.
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
- computer-vision
- deep-learning
- drug-discovery
- forecasting
TranslatedChinese tutorial on reinforcement learning (Mushroom Book 🍄), read online at: https://datawhalechina.github.io/easy-rl/
- deep-reinforcement-learning
- reinforcement-learning
- dqn
- ppo
Translated[Big Tech Interview Column] A technical guide for Java programmers, with interview questions, system architecture, career tips, mainstream middleware, and more, to help you become an even better version of yourself!
- java
- spring
- springboot
- dubbo