Diving deep into the Redshift ML CREATE MODEL syntax

Since this is the first time you are going to use the CREATE MODEL syntax, let’s refresh the basic constructs of the command here.

Redshift ML provides the easy-to-use CREATE MODEL syntax to create ML models. In this section, we will focus on a simple form of the CREATE MODEL command. In later chapters, you will learn about other forms of creating model statements.

Simple CREATE MODEL is the most basic form of Redshift CREATE MODEL statement. It is geared toward the personas who are not yet ready to deal with all the intricacies of the machine learning process. This form of model creation is also used by experienced personas such as citizen data scientists for its simplicity in creating a machine learning model. Data cleaning is an essential step for any ML problem, otherwise, it follows the principle of garbage in, garbage out. Data cleaning still remains a necessary task, however, with Redshift ML data transformation...