Declarative Machine Learning Systems: Big Tech Level ML Without a Big Tech Team // Piero Molino // MLOps Coffee Sessions #101

Agentic Conversations (formally mlops.community) · Jun 3, 2022 · 58m

MLOps Coffee Sessions #101 with Piero Molino, Declarative Machine Learning Systems: Big Tech Level ML Without a Big Tech Team, co-hosted by Vishnu Rachakonda.

// Abstract

Declarative Machine Learning Systems are the next step in the evolution of Machine Learning infrastructure.

With such systems, organizations can marry the flexibility of low-level APIs with the simplicity of AutoML.

Companies adopting such systems can increase the speed of machine learning development, reaching the quality and scalability that only big tech companies could achieve until now, without the need for a team of…