Chapter 11: Using Automated Machine Learning with Azure and Power BI
Training your own model can be a daunting task. You can try out many different configurations to train a model and identify the best one with automated machine learning (AutoML). Azure Machine Learning (Azure ML) allows you to use AutoML for some common ML tasks. After training a model, you can integrate it with Power BI.
Other tools offer similar features to Azure ML; however, we'll focus on Azure ML in this book as the integration of trained models with Power BI is easiest with Azure thanks in part to built-in Power BI features to consume the trained models.
In this chapter, we'll cover the following main topics to get an introduction to AutoML:
- Understanding AutoML
- Creating an AutoML experiment in Azure ML
- Deploying a model to an endpoint
- Integrating the model with Power BI
After going through this chapter, you'll understand what AutoML can be used for. There will...
