owainlewis/awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

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This is a curated collection of essential resources for anyone building and deploying AI systems. It includes evergreen foundational knowledge like books and landmark papers, alongside practical guides, frameworks, and tools for modern AI engineering tasks such as RAG and agent development. The target audience is AI engineers, machine learning practitioners, and anyone involved in the end-to-end process of creating and delivering AI products.

13,071 stars. No commits in the last 6 months.

Use this if you are an AI engineer or practitioner looking for a well-organized and actively maintained list of resources, from core theory to practical frameworks and tools for building production-grade AI systems.

Not ideal if you are a complete beginner looking for an introduction to general programming or basic data science, as this collection assumes some familiarity with technical concepts.

AI engineering machine learning development AI system design generative AI LLM application development
Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 23 / 25

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Last pushed

Aug 12, 2025

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