ML Evolution & Recurring Themes // Waleed Kadous // MLOps Podcast # 155 short clip

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

Dr. Waleed Kadous, Head of Engineering at Anyscale and former academic and industry researcher, shares his experience with the evolution of machine learning from the mid-nineties to the present day. He discusses the shift from information-theoretic-based approaches to Bayesian and support vector machines and the rise of Deep Learning.

Dr. Kadous reflects on his experience scaling algorithms for Google Maps, and managing a computer vision team …

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