In 10 weeks, learn how to build AI systems that answer questions about your knowledge base. Gain hands-on experience with LLMs, RAG, vector search, evaluation, monitoring, and more.
Join Slack • #course-llm-zoomcamp Channel • Telegram Announcements • Course Playlist • FAQ
- Start Date: TBA (Spring-Summer 2025)
- Register Here: Sign up
- Stay Updated: Subscribe to our Google Calendar
You can follow the course at your own pace:
- Watch the course videos.
- Complete the homework assignments.
- Work on a project and share it in Slack for feedback.
- Basics of LLMs and Retrieval-Augmented Generation (RAG)
- OpenAI API and text search with Elasticsearch
- Running LLMs on CPUs with Ollama
- Deploying LLMs on GPUs
- Vector search and embeddings
- Indexing and retrieving data efficiently
- Offline evaluation techniques
- Monitoring user feedback with dashboards
- Ingesting data with Mage
- Hybrid search
- Document reranking
- Build a fitness assistant using LLMs
Join the #course-llm-zoomcamp channel on DataTalks.Club Slack for discussions, troubleshooting, and networking.
To keep discussions organized:
- Follow our guidelines when posting questions.
- Review the community guidelines.
A special thanks to our course sponsors for making this initiative possible!
Interested in supporting our community? Reach out to [email protected].
DataTalks.Club is a global online community of data enthusiasts. It's a place to discuss data, learn, share knowledge, ask and answer questions, and support each other.
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