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)

コンテンツは TWIML and Sam Charrington によって提供されます。エピソード、グラフィック、ポッドキャストの説明を含むすべてのポッドキャストコンテンツは、TWIML and Sam Charrington またはそのポッドキャストプラットフォームパートナーによって直接アップロードされ、提供されます。誰かがあなたの著作権で保護された作品をあなたの許可なく使用していると思われる場合は、ここで概説されているプロセスに従うことができますhttps://ja.player.fm/legal。

3y ago 49:06

MP3•エピソードのホーム

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.

699 つのエピソード

#Artificial Intelligence #Tech News #Artificialintelligence #Machinelearning #Samcharrington #Technology #Thisweekinmachinelearning #Sam Charrington #Thetwimlaipocast #Twimlaipodcast #Tech #News #China #TWIML #Datascience #Science