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learning-roadmap

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Here are 170 public repositories matching this topic...

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awesome-agentic-ai-zh

WenyuChiou / awesome-agentic-ai-zh

Star 8.7k

A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

cli tutorial mcp awesome-list multi-agent-systems ai-agents rag trilingual ai-agent llm prompt-engineering learning-roadmap chinese-llm llm-agents agentic-ai agentic-workflows model-context-protocol claude-code claude-skills
  • Updated Nov 10, 2026
  • Python

Karovia / fullstack-ai-agent-roadmap

Star 599

🎯 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

react javascript python tutorial ai mcp chinese fullstack obsidian claude fastapi ai-agent llm learning-roadmap langgraph
  • Updated Sep 7, 2026
ai-hardware-engineer-roadmap

ai-hpc / ai-hardware-engineer-roadmap

Star 303

Master AI inference, AI agent harness systems, and hardware engineering — then design a physical AI chip. That is the goal.

computer-vision fpga deep-learning parallel-computing cuda embedded-systems internet-of-things nvidia operating-systems computer-architecture autonomous-vehicles jetson digital-design embedded-linux ai-agents edge-ai ai-accelerators learning-roadmap ai-hardware ml-compilers
  • Updated Nov 12, 2026
  • Python

asimcanyagiz / Swift-Roadmap

Star 227

Open-source Turkish Swift learning roadmap, from language fundamentals to iOS architecture and testing.

swift open-source ios turkish help-wanted contributions-welcome good-first-issue learning-roadmap
  • Updated Sep 9, 2026

Ali-hey-0 / nightmare-exploit-roadmap

Star 140

A structured binary exploitation curriculum covering stack, heap, mitigations, ROP, and automated exploitation.

curriculum reverse-engineering symbolic-execution z3 pwn ctf rop binary-exploitation glibc offensive-security mitigations angr security-research exploit-development heap-exploitation format-string learning-roadmap
  • Updated Jan 1, 2026
  • Python

santoshshinde2012 / ai-ml-ground-truth

Sponsor
Star 41

Ground Truth: A working developer's path into AI and machine learning, with interactive explanations, reproducible Python labs, and practical guides to LLMs, production systems, and business decisions.

python github-pages data-science machine-learning deep-learning ebook artificial-intelligence causal-inference mlops recommendation-systems interactive-book ai-engineering llm learning-roadmap
  • Updated Nov 11, 2026
  • JavaScript

Ankky-Zhao / llm-agent-roadmap

Star 13

Bilingual (zh/en) roadmap from LLM agent beginner to research and projects

roadmap reinforcement-learning curated-list multi-agent-systems ai-agents bilingual research-papers llm learning-roadmap llm-agents agentic-ai computer-use
  • Updated Sep 23, 2026
  • HTML

minanyang / token2agent

Star 11

The AI/LLM roadmap, from tokens to agents.

traditional-chinese ai-agents rag ai-engineering llm learning-roadmap
  • Updated Nov 9, 2026
  • Astro

VIJAYAPANDIANT / python

Sponsor
Star 11

A comprehensive, structured Python learning roadmap and reference guide. Contains complete, runnable scripts covering basic syntax, intermediate concepts, advanced system-level programming (asyncio, memory, GIL), design patterns, and ecosystem frameworks.

python education roadmap tutorial best-practices oop multithreading design-patterns python3 asyncio cheat-sheet reference-guide learning-roadmap
  • Updated Jun 8, 2026
  • Python

GonzaloFuentes1 / llm-learning-route

Star 11

Roadmap and 44 hands-on guides (Spanish) for building LLMs: data, pretraining, post-training, evaluation and serving

post-training dpo pretraining llm learning-roadmap rlhf llm-evaluation grpo
  • Updated Oct 20, 2026
  • HTML

yappologistic / e-gurl-community-cpp-qt-qml-roadmap

Star 10

A free zero-to-capstone roadmap for modern C++23, Qt 6, QML, and Qt Quick.

cmake cpp qml qt-quick cpp23 qt6 learning-roadmap
  • Updated Aug 17, 2026

ahmetmelihcalis / AI-Engineering-Roadmap

Star 9

A free bilingual AI engineering roadmap with notes, code examples, and learning resources.

python data-science machine-learning ai deep-learning mcp ai-agents developer-roadmap ai-engineering ai-roadmap llm learning-roadmap
  • Updated Oct 6, 2026
  • MDX
ai-engineering-arena

Carthavate / ai-engineering-arena

Star 7

Two friends learning AI engineering, and the game we built to keep each other going: XP, quiz duels, code races and an in-browser AI lab.

react education machine-learning typescript gamification study-group webgpu rag pyodide learning-in-public ai-engineering supabase llm learning-roadmap local-llm retrieval-augmented-generation transformers-js ai-engineering-roadmap
  • Updated Nov 2, 2026
  • TypeScript

sumitsingh4411 / ai-roadmap

Star 7

A free, open-source roadmap to learn AI from zero — 34 lessons from your first line of Python to shipping an LLM app. Read on the web or straight from the Markdown.

python nlp data-science machine-learning roadmap tutorial ai deep-learning transformers pytorch artificial-intelligence neural-networks free-course rag mlops learn-ai llm generative-ai learning-roadmap ai-for-beginners
  • Updated Jul 31, 2026
  • Astro

Little-FishK / AI-knowledge-map

Star 7

Free bilingual AI learning map for beginners: 130 concepts, a 9-stage roadmap, concept explainers, and progress tracking.

machine-learning artificial-intelligence knowledge-graph beginner-friendly ai-agents bilingual ai-learning rag llm learning-roadmap
  • Updated Nov 2, 2026
  • HTML

0xsl4m / Android-Pentest-Guide

Star 6

My personal roadmap to learn Android app hacking from arabic and english resources and document everything I study step-by-step.

android security bug-bounty pentesting bugbounty mobile-security frida learning-roadmap
  • Updated Nov 12, 2026

sayyedrabeeh / Python-FullStack

Star 5

A complete Python Full Stack learning repository designed for beginners to advanced developers. Covers Python fundamentals, Django backend development, REST APIs, JWT authentication, React frontend integration, database management, and real-world deployment using Render and cloud platforms. Includes practical projects and hands-on examples.

react python django backend postgresql fullstack djangorestframework learning-roadmap
  • Updated Apr 7, 2026
  • JavaScript

sumitsingh4411 / devops

Star 4

🚀 A free, complete DevOps course — 16 stages of full written lessons from beginner to advanced: Linux, CI/CD, Docker, Kubernetes, Terraform, cloud, SRE. Read on the site or in ROADMAP.md.

docker kubernetes aws devops cloud tutorial terraform nextjs ci-cd sre study-guide observability devsecops free-course tailwindcss gitops platform-engineering devops-roadmap devops-engineer learning-roadmap
  • Updated Jul 13, 2026
  • TypeScript

karansinghverma979 / AI-PathFinder

Star 3

🧭 AI-powered career navigator & autonomous skill mastery co-pilot engineered as a native, zero-dependency Windows desktop application.

desktop-app python developer-tools learning-roadmap ai-copilot career-navigation
  • Updated Nov 1, 2026
  • JavaScript

alok-vibe-code / agentic-ai-learning-roadmap

Star 3

A practical 12-week Agentic AI learning roadmap covering LLM foundations, tool calling, RAG, memory, MCP, multi-agent systems, evaluation, security, and production deployment.

python open-source mcp multi-agent-systems ai-agents production-ai ai-security rag ai-engineering agent-frameworks ai-observability ai-evaluation llm generative-ai learning-roadmap llm-agents agentic-rag agentic-ai agentic-ai-development model-context-protocol
  • Updated Aug 30, 2026
  • Python

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