Section 2: Full ML Life Cycle with DataRobot: Concept to Value

This section will cover the entire life cycle of building and deploying an ML model with DataRobot. Upon completion, you will know how to take a project from start to finish. Although the tasks are listed linearly, these tasks will happen iteratively during any real project, and at many points in this process, you will jump back to a previous step to perform some tasks all over again.

This section comprises the following chapters:

• Chapter 4, Preparing Data for DataRobot
• Chapter 5, Exploratory Data Analysis with DataRobot
• Chapter 6, Model Building with DataRobot
• Chapter 7, Model Understanding and Explainability
• Chapter 8, Model Scoring and Deployment