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ML Scalability Challenges // Waleed Kadous // MLOps Podcast # 154
April 18, 2023, 1 p.m. | MLOps.community
MLOps.community www.youtube.com
// 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 …
abstract ai platform anyscale attention big bio challenges coffee computing computing power data engineering head importance leads machine machine learning mlops platform podcast popular power prior project ray scalability scalable scale small small data uber
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