Chapter 12: Training a Model with Azure Machine Learning
Throughout this book, we have explored many of the features in Power BI that allow us to apply machine learning without having to train a model. However, you may still encounter a situation where it is necessary to train your model on your data.
To train a model and integrate it easily with Power BI, you can use Azure Machine Learning (Azure ML). In this chapter, we'll learn how we can use the Azure ML service to create a machine learning model and deploy it to an endpoint. This endpoint can then be integrated with Power BI to get predictions on the data residing in Power BI.
In this chapter, we're going to cover the following topics:
- Understanding how to train a model
- Working with Azure Machine Learning
- Training a model with Azure Machine Learning Designer
- Deploying a model for batch or real-time predictions
- Integrating an endpoint with Power BI to generate predictions
As Azure...
