Less is More with PostgresML - ML and DB Seminar Series

Explore the integration of machine learning with PostgreSQL databases in this 58-minute seminar talk by Montana Low from PostgresML. Delve into topics such as web applications, microservices, scaling machine learning apps, and applying first principles to ML. Learn about pre-trained models, including RAG, RLHF, and LORA, as well as classical machine learning and transformers. Gain insights into model memory management, benchmarks, and the use of Python and C from Rust. Part of the CMU Database Group's ML⇄DB Seminar Series, this talk offers valuable knowledge for database professionals and machine learning enthusiasts alike.