In this lab session, we will recap our SQL skills and cover a hands-on challenge to validate our knowledge by demonstrating how BigQuery democratizes ML by learning to create, train, evaluate, and predict ML.

Some of the use cases that will be covered are:

1) Create a training and evaluation dataset and how to use batch prediction

2) Create a classification model in BQML for businesses that would want to know about their customers’ purchasing habits

3) Create a forecasting model in BQML to understand the varying regressive factors affecting the cab fare in a given city

4) How to evaluate model performance