Zoomcamp

LLM Zoomcamp Week 4 - Monitoring and Evaluation Notes by waleed

August 6, 2024 | Reading Time: 18 min

datatalksclub
llm
zoomcamp

In-depth coverage of LLM monitoring and evaluation techniques, including metrics, testing frameworks, and best practices for maintaining model quality and performance in production environments.


LLM Zoomcamp Week 3 - Vector Search Notes by waleed

July 19, 2024 | Reading Time: 55 min

datatalksclub
llm
zoomcamp

Detailed exploration of vector search in LLMs, including embeddings, similarity measures, and implementing efficient vector databases for semantic search.


LLM Zoomcamp Week 2 - Open Source Notes by waleed

July 10, 2024 | Reading Time: 23 min

datatalksclub
llm
zoomcamp

Deep dive into open-source LLMs, exploring model architectures, training approaches, and practical implementation using popular frameworks and libraries.


LLM Zoomcamp Week 1 - Introduction Notes by waleed

June 29, 2024 | Reading Time: 23 min

datatalksclub
llm
zoomcamp

Comprehensive notes on LLM Zoomcamp's introduction week, covering fundamental concepts of Large Language Models, their applications, and basic implementation approaches.