Use AutoML to train a labeled dataset and develop a production model

Intermediate
AI Engineer
Data Scientist
Azure
Azure Machine Learning

Learn how to use AutoML to train a labeled dataset and develop a production object detection model.

Learning objectives

In this module, you'll learn how to:

  • Author AutoML models for vision tasks via the Azure ML Python SDK
  • Seamlessly integrate with the Azure Machine Learning data labeling capability
  • Optimize model performance by specifying the model algorithm and tuning the hyperparameters
  • Operationalize at scale, leveraging Azure Machine Learning MLOps capabilities
  • Download the resulting model for use in a production deployment

Prerequisites