DataTalksClub/llm-zoomcamp resource

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7125 stars · 1313 forks observed · 2026-08-28

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

LLM Zoomcamp is a free, open-source 10-week online course by DataTalks.Club on building real-life LLM applications, including RAG, vector search, agents, and monitoring. The repository contains hands-on Jupyter Notebook course materials, lectures, and cohort projects.

Use cases

• learn how to build a RAG system over a knowledge base
• free course on building LLM applications
• learn vector search and embeddings for question answering
• build an AI assistant that answers questions about your documents
• learn to evaluate and monitor LLM applications
• hands-on introduction to AI agents and function calling

When to choose

• you want a structured, free, hands-on course covering RAG and LLM app development
• you know Python and want to build a production-ready AI assistant over your own knowledge base
• you are a software engineer, data engineer, or ML practitioner adding LLM capabilities to products

When to avoid

• you need production software or a library to ship, not course material
• you want a formal certification or paid instructor support
• you are a complete beginner without Python and command-line experience

Facets

learning-resource · maturity active

rag llm-inference agent-framework vector-database search-engine machine-learning large-language-models tutorials education machine-learning python cross-platform free-course online-course jupyter-notebooks vector-search embeddings function-calling evaluation monitoring hybrid-search reranking datatalks-club retrieval-augmented-generation ai-agents

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markdown · JSON · MCP: product_card(name="DataTalksClub/llm-zoomcamp")