Chapter 14. Building Machine Learning Models with Azure Databricks and Azure Machine Learning service
Whenever you need to handle a big data project, you'll find yourself needing to solve two major issues: computation power and data storage. By using Microsoft Azure and Azure Databricks, as we are going to see in this chapter, those problems will become a distant memory. Azure empowers you with computation power at scale with a pay-as-you-go model.
In this chapter, we are going see which are the technologies that you, as a data scientist, can find and use on the Microsoft Azure platform. Those technologies are very important because they can help you manage big data projects without having to worry about infrastructure and computing power.
In this chapter, we will look at the following topics:
- Apache Spark, and Azure Databricks
- Configuring Azure Databricks
- Training a text classifier with Azure Databricks
- Azure Machine Learning
- Touchpoints between Azure Databricks or Azure Machine...
