back chevron
Back to Events
back chevron
Back to Events

Models and Features - More than the Sum of their Parts

Models and Features - More than the Sum of their Parts
No items found.

Models and Features - More than the Sum of their Parts

calendar icon
January 25, 2022
calendar icon
clock icon
10:00 am
PT
clock icon
PT
clock icon
Online

Learn how to develop and deploy online models at ease for the open-source KServe and Hopsworks platforms without extensive MLOPs experience.

Online models receive prediction requests from applications that often have to first contact a feature store to help construct the complete model input (feature vector). This integration work is both time consuming and error prone and is not needed when you serve models using KServe on Hopsworks.

In this talk, we will walk you through how to develop and deploy online models for the open-source KServe and Hopsworks platforms in a manner that requires little operational experience can easily put models in production.

We will show you how we can automatically generate a transformer script for KServe that joins application supplied features with feature store supplied features and applies online feature transformations before making the call on the model. We will also show how you can close the data-for-ai flywheel by enabling KServe predictions to be logged back to the feature store, where they can be  turned into training data.

Attend this webinar to watch a live demo on how to put production quality online models into production without extensive MLOps expertise.

Register now!

Thank you for registering!
Oops! Something went wrong while submitting the form, please check your details again.

Tags

Feature Store

You might also be interested in: