Shypd.aiThe largest open index of AI toolsBuilding-llm-applications-from-scratch is an open-source educational resource providing a comprehensive course on building Large Language Model (LLM) applications. It focuses on practical skills, including Transformer Architecture, RAG, and open-source LLM deployment.
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Building-llm-applications-from-scratch offers an open-sourced course designed for professionals to master the development of Large Language Model (LLM) applications. Unlike many courses that rely on pre-built frameworks, this program delves into the foundational building blocks of retrieval systems, empowering participants to design, build, and deploy custom LLM-powered solutions from scratch. The curriculum covers essential topics such as Transformer Architecture, Retrieval-Augmented Generation (RAG), and open-source LLM deployment. It includes 29 in-depth lessons, 6 real-world projects, interactive live sessions, and direct instructor access, culminating in a certificate upon completion. The course is ideal for those with existing Python and basic machine learning knowledge.
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