Chuyển sang chế độ ngoại tuyến với ứng dụng Player FM !
Building, Adopting, and Maturing LinkedIn's Machine Learning Platform with Ya Xu - #453
Manage episode 284139676 series 2355587
Today we’re joined by Ya Xu, head of Data Science at LinkedIn, and TWIMLcon: AI Platforms 2021 Keynote Speaker.
We cover a ton of ground with Ya, starting with her experiences prior to becoming Head of DS, as one of the architects of the LinkedIn Platform. We discuss her “three phases” (building, adoption, and maturation) to keep in mind when building out a platform, how to avoid “hero syndrome” early in the process.
Finally, we dig into the various tools and platforms that give LinkedIn teams leverage, their organizational structure, as well as the emergence of differential privacy for security use cases and if it's ready for prime time.
The complete show notes for this episode can be found at https://twimlai.com/go/453.
700 tập
Building, Adopting, and Maturing LinkedIn's Machine Learning Platform with Ya Xu - #453
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Manage episode 284139676 series 2355587
Today we’re joined by Ya Xu, head of Data Science at LinkedIn, and TWIMLcon: AI Platforms 2021 Keynote Speaker.
We cover a ton of ground with Ya, starting with her experiences prior to becoming Head of DS, as one of the architects of the LinkedIn Platform. We discuss her “three phases” (building, adoption, and maturation) to keep in mind when building out a platform, how to avoid “hero syndrome” early in the process.
Finally, we dig into the various tools and platforms that give LinkedIn teams leverage, their organizational structure, as well as the emergence of differential privacy for security use cases and if it's ready for prime time.
The complete show notes for this episode can be found at https://twimlai.com/go/453.
700 tập
すべてのエピソード
×Chào mừng bạn đến với Player FM!
Player FM đang quét trang web để tìm các podcast chất lượng cao cho bạn thưởng thức ngay bây giờ. Đây là ứng dụng podcast tốt nhất và hoạt động trên Android, iPhone và web. Đăng ký để đồng bộ các theo dõi trên tất cả thiết bị.