Super Data Science: ML & AI Podcast with Jon Krohn cover image

435: Scaling Up Machine Learning

Super Data Science: ML & AI Podcast with Jon Krohn

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Navigating Etsy's Advertising Landscape

This chapter explores the mechanics of Etsy as a two-sided marketplace specializing in vintage and handmade goods, focusing on its growth and engineering initiatives. It examines the role of machine learning in optimizing advertising auctions, discussing the complexities of bid management and search functionalities. Additionally, it addresses challenges in pricing models and the evolution of bidding strategies, emphasizing the balance between stakeholder outcomes and system efficiency.

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