A few updates:
- We updated the deadlines for evaluation and agents homework on the platform
- As we're preparing an update for the Monitoring module, you can check the content from the last year: https://github.com/DataTalksClub/llm-zoomcamp/tree/main/cohorts/2024/04-monitoring (starting from 4.6)
- The form for submitting project 1 is already open. The deadline is August 25 EOD. You can read more about projects here: https://github.com/DataTalksClub/llm-zoomcamp/blob/main/project.md
- Here is a project walk-though from the last year: https://github.com/DataTalksClub/llm-zoomcamp/tree/main/06-project-example
- You can see the projects from the last year here: https://courses.datatalks.club/llm-zoomcamp-2024/projects
- Also, check the best practices module: https://github.com/DataTalksClub/llm-zoomcamp/tree/main/05-best-practices. We haven't updated the videos, but the materials are still useful
- We updated the deadlines for evaluation and agents homework on the platform
- As we're preparing an update for the Monitoring module, you can check the content from the last year: https://github.com/DataTalksClub/llm-zoomcamp/tree/main/cohorts/2024/04-monitoring (starting from 4.6)
- The form for submitting project 1 is already open. The deadline is August 25 EOD. You can read more about projects here: https://github.com/DataTalksClub/llm-zoomcamp/blob/main/project.md
- Here is a project walk-though from the last year: https://github.com/DataTalksClub/llm-zoomcamp/tree/main/06-project-example
- You can see the projects from the last year here: https://courses.datatalks.club/llm-zoomcamp-2024/projects
- Also, check the best practices module: https://github.com/DataTalksClub/llm-zoomcamp/tree/main/05-best-practices. We haven't updated the videos, but the materials are still useful
GitHub
llm-zoomcamp/cohorts/2024/04-monitoring at main · DataTalksClub/llm-zoomcamp
LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base. - DataTalksClub/llm-...
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Also found this video - https://www.loom.com/share/1dd375ec4b0d458fabdfc2b841089031
If you're struggling with the evaluation module, it may help!
If you're struggling with the evaluation module, it may help!
Loom
LLM Zoomcamp - Overview of LLM Evaluation (Retrieval + AG)
In this video, I explain the process of generating a ground truth dataset, evaluating retrieval, and assessing the quality of knowledge using Elasticsearch. I demonstrate how we use generated questions to evaluate retrieval quality and discuss the importance…
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