ML Scalability Challenges // Waleed Kadous // MLOps Podcast # 154

Agentic Conversations (formally mlops.community) · Apr 18, 2023 · 1h · transcript

MLOps Coffee Sessions #154 with Waleed Kadous, ML Scalability Challenges, co-hosted by Abi Aryan.

// Abstract

Dr. Waleed Kadous, Head of Engineering at Anyscale, discusses the challenges of scalability in machine learning and his company's efforts to solve them. The discussion covers the need for large-scale computing power, the importance of attention-based models, and the tension between big and small data.

// Bio

Dr. Waleed Kadous leads engineering at Anyscale, the company behind the open-source project Ray, the popular scalable AI platform. Prior to Anyscale, Waleed worked at Uber, where…