Auto-Machine Learning: The Magic Behind Einstein
The Machine Learning behind Salesforce Einstein is not magic. It's a science (math & statistics), where we build models by generalizing examples. There is also some black art to producing good models. Join us for a deep dive into Salesforce Einstein's AutoML library, written in Scala and running on top of Spark. It automates the creation of machine learning models for each Salesforce customer in a multi-tenant way so that it scales to thousands of customers, without the need of data scientists to build and optimize each of those models. We'll go under the hood and learn how Einstein simplifies the creation of machine learning workflows.