Learning about ML components in Databricks
The Databricks workspace is broadly divided into two personas: Data Science and Engineering and Machine Learning. We've already looked at the Data Science and Engineering persona. In this chapter, we will understand and work with elements in the Machine Learning persona. This workspace persona consists of additional tabs in the left pane. These include Experiments, Feature Store, and Models. To switch to the Machine Learning workspace, click on Data Science and Engineering in the left pane and select Machine Learning. This brings up the new persona, as illustrated in the following screenshot:
Figure 3.1 – Machine Learning workspace in Databricks
Let's now discuss the three most important elements of this workspace, as follows:
- Experiments: This section gives access to all the MLflow experiments across the workspace. We will work with this section once we start learning about MLflow.
- Feature...
