Getting Started with BQML
GSP247
Overview
BigQuery Machine Learning (BQML, product in beta) enables users to create and execute machine learning models in BigQuery using SQL queries. The goal is to democratise machine learning by enabling SQL practitioners to build models using their existing tools and to increase development speed by eliminating the need for data movement.
There is a newly available ecommerce dataset that has millions of Google Analytics records for the Google Merchandise Store loaded into BigQuery. In this lab you will use this data to create a model that predicts whether a visitor will make a transaction.
What you'll learn
How to create, evaluate and use machine learning models in BigQuery
What you'll need
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Score
—/25
Create a BigQuery dataset
/ 5
Create a model to predict visitor transaction
/ 5
Evaluate the model
/ 5
Predict purchases per country
/ 5
Predict purchases per user
/ 5