Benefits of Vertex AI Prediction & Training Features: Cost reduction, latency optimization, security integration.

Question 1

What is Reduction server and how does it help in ML systems?

Accepted Answer

A fully managed service for running training jobs that supports a wide range of infrastructure capabilities across storage, CPUs, and GPUs

Question 2

What are the benefits of Vertex AI prediction?

Accepted Answer

All of the above

Question 3

What are the features of Vertex training?

Accepted Answer

An ability to serve online endpoints for low latency prediction and prediction on massive amounts of batch data