An End to End Machine Learning Model Development Guide Using BigQuery ML

Now, depending on your use case, You can identify the type of machine learning model you need (We will not be talking about the core ML concepts and how to choose the ML model for the use case in this article.). Once we have the type of ML model that we need, we can use the GoogleSQL queries to create the model. The syntax for creating the model can be found here. For example, to create a logistic regression model using the Google Analytics sample dataset for BigQuery. The following GoogleSQL query is used to create the model you use to predict whether a website visitor will make a transaction.