Learning & Roadmaps

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

Awesome list of GraphQL

机场推荐、Clash / V2ray 客户端配置与代理工具指南

The best design tools and plugins for everything 👉

A source-reviewed gallery of JEV-related projects with 50+ GitHub stars — integrations, tools, open models, experiments, and ecosystem resources. Live gallery: beatapi.io/awesome-jev

2,000 curated embodied AI and robotics resources with bilingual metadata and transparent ranking

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

Personal deep learning study notes and tutorial-style notebooks

DeepSeek Harness (dsh) 从 0 到 1 深度手册：安装/插件开发/性能调优/实测案例/同模型多 Agent 实测对比（中文 + 英文 PDF）

🚀 The definitive roadmap to becoming a Forward Deployment Engineer (FDE). Master AI Agents, Enterprise Data Architecture, and Strategic Consulting. Bridging the gap between HQ and the field. Inspired by the "Delta" role at Palantir, OpenAI, and Scale AI.

《XQuant：人人都是量化交易员》量化交易入门与自学开源书：用 AI 和 Python 从零跑通策略回测、风险评估、交易执行和因子研究。

Creative Coding: Generative Art, Data visualization, Interaction Design, Resources.

Hermes Agent skills and plugins: 350+ tools, memory providers, and guides for Nous Research's agent.

Several Coding Patterns for Solving Data Structures and Algorithms Problems during Interviews

LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor.

A FREE pragmatic DevOps learning to kickstart your DevOps career and knowledge in the Cloud Native era following the Agile MVP style in the AI era! ⭐ (2026 plans for DevOps, Cloud, Platform, SRE, SWE)

🌍 针对小白的算法训练 | 包括四部分：①.大厂面经 ②.力扣图解 ③.千本开源电子书 ④.百张技术思维导图（项目花了上百小时，希望可以点 star 支持，🌹感谢~）推荐免费ChatGPT使用网站

Curated list of free and low cost AI tools, LLM APIs, IDEs, agents, and infrastructure for building real AI apps

《推荐系统：工业架构与核心算法》开源书稿

eBPF Developer Tutorial: Learning eBPF Step by Step with Examples

📄 Configuration files that enhance Cursor AI editor experience with custom rules and behaviors

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

从 0 复刻 WorkBuddy-style 桌面 AI 助手 Harness：24 章 Python 教程，覆盖 Agent Loop、工具调用、记忆系统、Sidecar、沙盒审计、DeepSeek/OpenAI 评测轨迹

Agent工程师最全学习路径 · 从零精通 AI 工程 · 20 阶段 542 课 · 中文全量翻译 + 配套站点 + 动画讲解视频 · 如何成为 AI Agent 工程师的修成指南

Curated list of Agent Skills centered on people, relationships, commemorative scenes, and methodological perspectives

A curated list of custom firmware for music gear (and more). Links only.

A collaborative list of awesome Swift libraries and resources. Feel free to contribute!

Roadmap to becoming a Go developer in 2020

Build a modern LLM from scratch. Every line commented. Explained like we are five.

The definitive Microsoft 365 Copilot prompt library for business teams. 573 prompts for Office apps, Copilot Studio, security operations, and enterprise deployment.

252 curated prompts with preview images, grouped by use case.

A curated list of software and architecture related design patterns.

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows — particularly Claude Code

252 curated prompts with preview images, grouped by use case.

Claude Opus 5.5 video prompts for motion graphics, explainers, 3D scenes and interactive demos. Browse by use case, with previews, required inputs and tools.

Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking.

252 curated Nano Banana 2 prompts with preview images, grouped by use case.

每个人都能看懂的大模型知识分享，LLMs春/秋招大模型面试前必看，让你和面试官侃侃而谈

🧭 Architecture-first system design: 26 bilingual tutorials, 25 architecture templates, and 6 end-to-end cases covering distributed systems, AI-native systems, RAG, coding Agents, and production trade-offs.

Rails Girls Guides

A curated list of awesome big data frameworks, ressources and other awesomeness.

Project Orion - Co-op Action Roguelike in Unreal Engine C++

DeepSeek Harness (DSH) Python 教程：17 章从零实现 Agent Loop、插件系统、工具调用、Session、上下文工程、Subagent 与 Headless CLI

❤️ 1000+ Hand-Crafted Go Examples, Exercises, and Quizzes. 🚀 Learn Go by fixing 1000+ tiny programs.

Популярные HTML / CSS / JavaScript / ECMAScript / TypeScript / React / Vue / Angular / Node вопросы на интервью и ответы на них (https://tinyurl.com/wxysrpsy)

Crack WPA/WPA2 Wi-Fi Routers with Airodump-ng and Aircrack-ng/Hashcat

Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖

AI foundations for software engineers.

Curated list of awesome AI tools to build beautiful UI/UX.

🎯 从零基础到 AI Agent 全栈工程师 · 110 个详细教程 · 58 万字 · 400+ GitHub 项目精选 · Obsidian 友好 · 中文