LLM Zoomcamp Week 4 - Monitoring and Evaluation Notes by waleed
August 6, 2024 | Reading Time: 18 min
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
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
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
Comprehensive notes on LLM Zoomcamp's introduction week, covering fundamental concepts of Large Language Models, their applications, and basic implementation approaches.
Prefect.io POC - Building ETL Pipeline for Toronto Bicycle Data by waleed
January 3, 2024 | Reading Time: 4 min
End-to-end data engineering project using Toronto's bicycle sharing data, implementing ETL pipelines with Prefect.io, GCP, and BigQuery, featuring infrastructure-as-code with Terraform and automated data processing workflows.
Git set up for datatalksclub zoomcamp by waleed
September 5, 2023 | Reading Time: 2 min
Step-by-step guide to setting up a git repository for DataTalksClub courses, including how to fork, clone, and sync with the original course repo while maintaining your own work.