Deploy batch inference pipelines with Azure Machine Learning

Module
6 Units

Intermediate

Data Scientist

Azure

Machine Learning

Azure Portal

Machine learning models are often used to generate predictions from large numbers of observations in a batch process. To accomplish this, you can use Azure Machine Learning to publish a batch inference pipeline.

Learning objectives

Learn how to create, publish, and use batch inference pipelines with Azure Machine Learning.

Prerequisites

Knowledge of Python
Experience of training models using the Azure Machine Learning SDK

Introduction min
Creating a batch inference pipeline min
Publishing a batch inference pipeline min
Exercise - Create a batch inference pipeline min
Knowledge check min
Summary min