Data Science and Machine Learning

AIH02 Scaling Machine Learning in Azure


8:00am - 9:15am

Level: Intermediate to Advanced

Jordan Edwards

Senior Program Manager, Azure AI Platform Team


It means many things to scale machine learning. It could be that you have a ton of data, or that you need a lot of compute to find the right hyperparameters for training a model. But it could also be that you need to deploy to scale, have thousands and thousands of models, or have a team that's growing. In this talk, you'll learn how Azure can help you scale your machine learning to new levels. We'll show how to start small, and then grow using Azure in all of the dimensions of scaling. By the end of the talk, you'll be able to train and deploy models at any scale!

This talk assumes some familiarity with machine learning, and will focus on Python, but the concepts discussed will be generally applicable to any language and platform.