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Prediction on F1 data using dbt and Snowflake - Cox Hands on Lab

November 12, 2024 | 02:00 PM ET

In this hands-on lab, you’ll learn how to:

  • Create data transformation pipelines using dbt, Snowflake SQL, and Snowpark using Formula 1 data
  • Use SQL versus Python for data transformations
  • Apply data quality tests, document, and deploy to get you ready for ML workflows
  • Utilizing the Snowflake/dbt Quickstart.

 

What you’ll build:

  • A set of data analytics and prediction pipelines using Formula 1 data leveraging dbt Cloud and Snowflake, making use of best practices and code promotion between environments.
  • We will create insights for:

1.      Finding the lap time average and rolling average through the years

2.      Predicting the position of each driver based on a decade of data

 

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