22.4K ·GitHub
What is this?
A large curated list of AI engineering resources covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems, plus broader learning resources for students (programming languages, hackathons, cybersecurity, blockchain, and more).
A large curated list of AI engineering resources covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems, plus broader learning resources for students (programming languages, hackathons, cybersecurity, blockchain, and more).Is this a single roadmap or a bunch of separate topic lists?It is one big index organized into main categories (Programming Languages, Student Programs, Hackathons, Learning Resources, Interview Prep, etc.) with sub-sections for trending tech like AI/ML, Web3, and Cybersecurity.
It is one big index organized into main categories (Programming Languages, Student Programs, Hackathons, Learning Resources, Interview Prep, etc.) with sub-sections for trending tech like AI/ML, Web3, and Cybersecurity.How is the list organized so I can find what I need?There's a Quick Start Guide and Table of Contents at the top pointing to sections like Beginner-Friendly Resources, Web3 & Blockchain, AI & ML, Cybersecurity, and Career-focused links, so you jump straight to the topic you care about.
There's a Quick Start Guide and Table of Contents at the top pointing to sections like Beginner-Friendly Resources, Web3 & Blockchain, AI & ML, Cybersecurity, and Career-focused links, so you jump straight to the topic you care about.Where should an absolute beginner start?Beginner items are marked with a baby emoji, resources recommended for everyone get a star emoji, and paid content is flagged with a dollar sign emoji, so beginners can filter to the right entries.
Beginner items are marked with a baby emoji, resources recommended for everyone get a star emoji, and paid content is flagged with a dollar sign emoji, so beginners can filter to the right entries.Are the entries vetted or is it just a dump of links?Many entries carry curator notes like 'Recommended' or free/paid markers, but there's no stated review process, so quality varies by section and some content is just linked without evaluation.
Many entries carry curator notes like 'Recommended' or free/paid markers, but there's no stated review process, so quality varies by section and some content is just linked without evaluation.Does it only cover AI, or also other tech topics?Despite the AI-engineering name, it is a broad student resource hub also covering Web3/blockchain, cybersecurity, web and mobile development, interview prep, and hackathons.
Despite the AI-engineering name, it is a broad student resource hub also covering Web3/blockchain, cybersecurity, web and mobile development, interview prep, and hackathons.Is the list still being updated?The repository has 22k+ stars and includes a 2025 trending technologies section, suggesting active maintenance, though the README does not state an update cadence.
The repository has 22k+ stars and includes a 2025 trending technologies section, suggesting active maintenance, though the README does not state an update cadence.Does it cover LLM-specific topics like RAG and MCP in depth?Yes, it has a dedicated Large Language Models section with courses, GitHub repos, research papers, and playgrounds for testing LLMs like OpenAI Playground and Hugging Face Inference.
Yes, it has a dedicated Large Language Models section with courses, GitHub repos, research papers, and playgrounds for testing LLMs like OpenAI Playground and Hugging Face Inference.What are similar projects?ai-engineering-interview-questions-company-wise, ai-system-design, ai-engineering-hub, llm_interview_note, ai-engineer-notebooks, awesome-rsi, Agent-Learning-Hub, aie-book
ai-engineering-interview-questions-company-wise, ai-system-design, ai-engineering-hub, llm_interview_note, ai-engineer-notebooks, awesome-rsi, Agent-Learning-Hub, aie-bookWhich topics is it in?ai-engineering, awesome-lists, llmops, interview-preparation, blockchain, ai-tools, career, fine-tuning, large-language-models, prompt-engineering, awesome, artificial-intelligence
ai-engineering, awesome-lists, llmops, interview-preparation, blockchain, ai-tools, career, fine-tuning, large-language-models, prompt-engineering, awesome, artificial-intelligence