ML Teams and Project Management - FSDL 2022

ML Teams and Project Management - FSDL 2022

Explore the intricacies of building and managing machine learning teams in this comprehensive lecture. Gain insights into the challenges of ML product management, understand various roles within ML teams, and learn strategies for hiring and getting hired in the field. Discover organizational archetypes ranging from ad hoc ML to ML-first approaches, and delve into effective team building and management techniques. Uncover best practices for ML project management, including "managing up" and educating organizations about ML. Investigate the concept of "Agile for ML" and explore essential principles for ML product design. Access detailed notes and slides for further study, and subscribe to follow along with the full course.