Building, Adopting, and Maturing LinkedIn's Machine Learning Platform with Ya Xu - #453
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Evolving Experimentation at LinkedIn
This chapter explores the journey of experimentation at LinkedIn, highlighting its pivotal role in data-driven decision-making and product validation. It discusses the complexities of measuring the impact of machine learning models in real-world scenarios, emphasizing the balance between individual performance and team results. Additionally, it covers the significance of data privacy, particularly through differential privacy, and the challenges of implementing effective machine learning tools and platforms.
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