ashishps1/learn-ai-engineering resource

Health v2 · maintenance only

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Adoption not part of the score

5961 stars · 1431 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated collection of free resources for learning AI engineering from scratch, covering math foundations, Python, machine learning, deep learning, generative AI, LLMs, RAG, and AI agents. It is a learning roadmap repository linking to courses, videos, and documentation rather than shipping software.

Use cases

• learn ai engineering from scratch
• find free courses on large language models
• roadmap for becoming an ai engineer
• learn machine learning fundamentals for free
• study rag and agentic ai concepts
• find deep learning tutorials and specializations

When to choose

• you want a structured, free self-study path into AI/ML and LLMs
• you need curated links to courses, videos, and roadmaps in one place
• you are a beginner looking for math, Python, and ML foundations before LLM topics

When to avoid

• you need runnable code, libraries, or production tooling
• you want an interactive course with exercises and certification rather than a link collection
• you need up-to-date primary documentation for a specific framework

Facets

learning-resource · maturity active

machine-learning deep-learning llm-inference rag agent-framework prompt-engineering mcp artificial-intelligence machine-learning deep-learning large-language-models tutorials awesome-lists cross-platform curated-resources free-courses roadmap generative-ai self-learning ai-agents retrieval-augmented-generation

Member repositories

For agents

markdown · JSON · MCP: product_card(name="ashishps1/learn-ai-engineering")