- Skill Ninja

Deploy batch inference pipelines with Azure Machine Learning

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.

Data Scientist

Azure

Machine Learning

Azure Portal

Module Objectives

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

Units

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

Prerequisites

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