Phil Bates is a Sr. Analytics Specialist Solution Architect at AWS, with more than 25 years of experience implementing large-scale data warehouse solutions. He is also a leading expert on Amazon Redshift ML and has written several blogs on the topic and spoken at AWS re:Invent and AWS Summits.