Run jobs in Azure Machine Learning with CLI (v2)

Module
7 Units

Intermediate

AI Engineer

Data Scientist

Student

Azure

Azure Machine Learning

Use the Azure Machine Learning CLI (v2) to train models as jobs. Train a model using a basic Python script, or perform hyperparameter tuning with a sweep job.

Learning objectives

In this module, you'll learn how to:

Train a model with a Python script using the CLI (v2).
Perform hyperparameter tuning with the CLI (v2).

Prerequisites

Some familiarity with the Azure Machine Learning service.
Some experience in training machine learning models using frameworks such as scikit-learn.

Introduction min
Run a Python script as a training job with CLI (v2) min
Exercise: Create a basic training job min
Run a hyperparameter tuning job with CLI (v2) min
Exercise: Run a sweep job min
Knowledge check min
Summary min