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awesome-generative-ai-guide

A curated hub of generative AI research updates, courses, interview preparation material and notebooks, organized by whether the reader wants to use, build or understand AI systems.

awesome-generative-ai-guide

awesome-generative-ai-guide is a curated repository of generative AI research, courses, interview preparation material and notebooks. Content is organized around what the reader wants to do: use AI in day-to-day work, build AI systems, understand the underlying research, or prepare for interviews, each split into beginner, practitioner and advanced levels.

Material is also grouped by topic, including LLM foundations, prompting and context, retrieval and RAG, fine-tuning, AI agents, evaluation and observability, multimodal models, production and LLMOps, and safety and security, drawing on more than 90 free courses and code notebooks.

Several featured LevelUp Labs courses are included, some with certification, such as a course on evaluating LLM and agentic systems.

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  • BootLife

    github.com

    Conway's Game of Life implemented to run directly from a 512-byte x86 boot sector in assembly, using VGA memory itself as the simulation grid.

  • A technical blog post deriving the Y combinator as a composition of combinator birds in an array language, and examining how eager evaluation changes fixed-point recursion compared with the usual lazy telling.

  • System Design Atlas

    atlas-sysdes.vercel.app

    A free reference of worked system design problems with interactive architecture diagrams, covering ranked designs such as a feed, a chat app, a URL shortener, and a rate limiter, plus pages on the technologies behind them.