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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

Clock icon Intermediate
Clock icon 45m
Clock icon Jul 01, 2022

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Table of Contents

  1. Challenge

    Create the BigQuery Dataset

    Create the dataset in BigQuery.

  2. Challenge

    Create and Train the ML Model

    Run a SQL function to create and train a logistic regression model.

  3. Challenge

    Evaluate the ML Model

    Evaluate the predicted values against the current data via SQL.

  4. Challenge

    Predict Using the ML Model

    Use BigQuery ML SQL to predict the number of transactions for various countries.

The Cloud Content team comprises subject matter experts hyper focused on services offered by the leading cloud vendors (AWS, GCP, and Azure), as well as cloud-related technologies such as Linux and DevOps. The team is thrilled to share their knowledge to help you build modern tech solutions from the ground up, secure and optimize your environments, and so much more!

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.

Start learning by doing today

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