TransmogrifAI, Open Sourced AutoML By Salesforce

Description
Speaker

Despite huge progress in machine learning over the past decade, building production-ready machine learning systems is still hard. Three years ago when we set out to build machine learning capabilities into the Salesforce platform we learned that building enterprise-scale machine learning systems is even harder.To solve the problems we encountered, we built TransmogrifAI (https://transmogrif.ai) (pronounced trans-mog-ri-phi), an end-to-end automated machine learning library for structured data, that is used in production today to help power our Salesforce Einstein AI platform.

This talk highlights key capabilities of TransmogrifAI library and demonstrates them in action on a real-life machine learning application.

Matthew Tovbin

Matthew Tovbin is a Principal Member of Technical Staff at Salesforce, engineering Salesforce Einstein AI platform, which powers the worlds smartest CRM. Before joining Salesforce, he acted as a Director of Engineering at Badgeville, implementing scalable and highly available real-time event processing services with Scala
  • Date: May 02, 10:00 (US Pacific Time)
  • Fee: Free
  • Available Seats: 3
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