- Lab
- AI
- Cloud
- Data
Predicting with BigQuery ML
Machine learning is an amazingly powerful tool — and a tool that should be available to as many practitioners as possible. BigQuery ML puts the power of machine learning into the hands of SQL users. In this hands-on lab, you’ll use BigQuery ML to create, evaluate, and predict the likelihood that a visitor to a particular site will make a transaction, all based on a public dataset.
Path Info
Table of Contents
-
Challenge
Create the BigQuery Dataset
Create the dataset in BigQuery.
-
Challenge
Create and Train the ML Model
Run a SQL function to create and train a logistic regression model.
-
Challenge
Evaluate the ML Model
Evaluate the predicted values against the current data via SQL.
-
Challenge
Predict Using the ML Model
Use BigQuery ML SQL to predict the number of transactions for various countries.
What's a lab?
Hands-on Labs are real environments created by industry experts to help you learn. These environments help you gain knowledge and experience, practice without compromising your system, test without risk, destroy without fear, and let you learn from your mistakes. Hands-on Labs: practice your skills before delivering in the real world.
Provided environment for hands-on practice
We will provide the credentials and environment necessary for you to practice right within your browser.
Guided walkthrough
Follow along with the author’s guided walkthrough and build something new in your provided environment!
Did you know?
On average, you retain 75% more of your learning if you get time for practice.