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Building Demand Forecasting with BigQuery ML

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Overview

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In this lab you will build a time series model to forcast demand of multiple products using BigQuery ML. This lab is based on a blog post and featured in an episode of Cloud OnAir.

Syllabus

  • GSP852
  • Overview
  • Set up your environment
  • Task 1. Explore the NYC Citi Bike Trips dataset
  • Task 2. Cleaned training data
  • Task 3. Training a model
  • Task 4. Evaluate the time series model
  • Task 5. Make predictions using the model
  • Task 6. Other datasets to explore
  • Congratulations!

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