learn ai engineering
Basic Information
This repository is a curated, topic-organized collection of free resources to learn AI engineering, machine learning, large language models, generative AI and agents. It serves as a learning roadmap that aggregates links to courses, videos, tutorials, books, papers and tooling across foundational mathematics, Python, ML fundamentals, deep learning, computer vision, NLP, reinforcement learning, generative models and LLM-specific topics. The README organizes materials into sections such as mathematical foundations, frameworks and libraries, deep learning specializations, LLMs and APIs, prompt engineering, retrieval-augmented generation, AI agents, model context protocol, MLOps and deployment, guides, books and must-read papers. The target audience is self-learners and practitioners who want a central index of reputable free and open resources to design a study plan or find references for specific subtopics in AI engineering.
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