45 min listen
Data Brew Season 2 Episode 3: Infrastructure for ML
Data Brew Season 2 Episode 3: Infrastructure for ML
ratings:
Length:
31 minutes
Released:
May 5, 2021
Format:
Podcast episode
Description
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. Adam Oliner discusses how to design your infrastructure to support ML, from integration tests to glue code, the importance of iteration, and centralized vs decentralized data science teams. He provides valuable advice for companies investing in ML and crucial lessons he’s learned from founding two companies.See more at databricks.com/data-brew
Released:
May 5, 2021
Format:
Podcast episode
Titles in the series (30)
Data Brew Season 1 Episode 1: From data warehousing to data lakes in 40 minutes by Data Brew by Databricks