26 min listen
Automated Machine Learning with Erez Barak - #323
FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Automated Machine Learning with Erez Barak - #323
FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
ratings:
Length:
43 minutes
Released:
Dec 6, 2019
Format:
Podcast episode
Description
In the final episode of our Azure ML series, we’re joined by Erez Barak, Partner Group Manager of Azure ML at Microsoft. In our conversation, we discuss: Erez’s AutoML philosophy, including how he defines “true AutoML” and his take on the AutoML space, its role and its importance. We also discuss in great detail the application of AutoML as a contributor to the end-to-end data science process, which Erez breaks down into 3 key areas; Featurization, Learner/Model Selection, and Tuning/Optimizing Hyperparameters. Finally, we discuss post-deployment AutoML use cases and other areas under the AutoML umbrella that are currently generating excitement. Check out the complete show notes at twimlai.com/talk/323!
Released:
Dec 6, 2019
Format:
Podcast episode
Titles in the series (100)
This Week in ML & AI - 6/24/16: Dueling Neural Networks at ICML, Plus Training a Robotic Housekeeper: This Week in Machine Learning & AI brings you the… by The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)