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Ethan Rosenthal, a data scientist at Square with a PhD in Physics from Columbia University, joins Hugo Bowne-Anderson to dive into the complexities of the full stack of machine learning. From feature stores to model monitoring and experiment tracking, Ethan sheds light on the essential tools, abstr…
Russell Brooks, Principal Machine Learning Engineer at Realtor.com, joins Hugo Bowne-Anderson to discuss what it takes to build an enterprise ML platform from scratch. Russell shares his experiences at OpCity and Realtor.com, where he successfully scaled their ML operations from a small team to rep…
This episode features a special panel discussion with Chip Huyen, co-founder and CEO of Claypot.io, and Ville Tuulos, co-founder and CEO of Outerbounds. They discuss their new books, Designing Machine Learning Systems and Effective Data Science Infrastructure, respectively, which aim to fill a grow…
This episode features Shreya Shankar, a PhD student at UC Berkeley and former ML engineer at Viaduct, Google Brain, and Facebook. Shreya joins Hugo Bowne-Anderson to discuss key insights from her team’s paper Operationalizing Machine Learning: An Interview Study, which uncovers common practices and…
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