WHAT TO EXPECT

The focus of this workshop will be to demonstrate how we can use both SQL and python together in the same workflow to run both analytics and machine learning models on dbt Cloud. We will also develop data pipelines with engineering best practices like CI/CD, version control, testing, and documentation as you code.

WHAT YOU WILL EXPLORE & LEARN
  • How to use dbt with Snowflake to build scalable transformations using SQL and Python
  • How to use dbt to prepare your data from sources to encoding
  • How to train a model in dbt python and use it for future prediction
  • How to deploy your full project
WHAT YOU WILL BUILD & CREATE INSIGHTS FOR
  • A set of data analytics and prediction pipelines using Formula 1 data leveraging dbt and Snowflake, making use of best practices and code promotion between environments.
  • g the lap time average and rolling average through the years
  • Predicting the position of each driver based on a decade of data
WHAT YOU WILL NEED FOR THIS LAB
IN PARTNERSHIP WITH

Speakers
  • Venkat Suru

    Principal Data Platform Architect, Field CTO Office
    Snowflake

  • Lee Bond-Kennedy

    Regional Director of Solutions Architecture, APAC
    dbt Labs

SAVE YOUR SEAT