- Lab
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Libraries: If you want this lab, consider one of these libraries.
- 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.
Lab Info
Table of Contents
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Challenge
Create the BigQuery Dataset
Create the dataset in BigQuery.
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Challenge
Create and Train the ML Model
Run a SQL function to create and train a logistic regression model.
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Challenge
Evaluate the ML Model
Evaluate the predicted values against the current data via SQL.
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Challenge
Predict Using the ML Model
Use BigQuery ML SQL to predict the number of transactions for various countries.
Real skill practice before real-world application
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Turn time into mastery
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