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cover of episode Data Brew Season 2 Episode 4: Hyperparameter and Neural Architecture Search

Data Brew Season 2 Episode 4: Hyperparameter and Neural Architecture Search

2021/5/13
logo of podcast Data Brew by Databricks

Data Brew by Databricks

Shownotes Transcript

For our second season of Data Brew, we will be focusing on machine learning, from research to production. We will interview folks in academia and industry to discuss topics such as data ethics, production-grade infrastructure for ML, hyperparameter tuning, AutoML, and many more.Liam Li is a leading researcher in the fields of hyperparameter optimization and neural architecture search, and is the author of the seminal Hyperband paper. In this session, Liam discusses the evolution of hyperparameter optimization techniques and illustrates how every data scientist can benefit from neural architecture search. See more at databricks.com/data-brew)