Machine Learning Models: From Research to Production

Contributed Talk | Day 3 | 2:20 pm | 40 Minute Duration | Grand Gallery D

Machine Learning Models: From Research to Production

Contributed Talk | Day 3 | 2:20 pm | 40 Minute Duration | Grand Gallery D

The ability to rapidly build, train, and deploy machine learning models is a key ingredient to building an intelligent enterprise. Yet this path from model research to implementation is often hampered by a lack of secure, governed access to granular data, an ever expanding choice of model types and tools, significant compute requirements, and an absence of self-service tools to manage and deploy trained models to production.

As part of this talk, you will learn more about:
• How data scientists can have the complete self-service capability to rapidly build, train, and deploy machine learning models.
• How organizations can accelerate machine learning from research to production, while preserving the flexibility and agility data scientists and modern business use cases demand.