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Try Machine Learning and Predict Optimal Pit Strategy with Oracle Red Bull Racing

About This Workshop

Youtube Video

About This Workshop
Explore data, deploy a predictive machine learning model … and win a simulated Red Bull Race against your peers.

You’re the race strategist at Red Bull Racing. Your mission? The night before the race, you’ll have to use machine learning to predict which factors contribute to determining the fastest race.

But there are multiple factors that go into predicting the fastest race, including different tire compounds, qualifying performance, historical data on which laps are chosen for pit stops, and expected weather conditions.

What are the variables that make all the difference?
In this two-hour workshop, you’ll have the opportunity to experiment with predictive models and choose which variables you think will determine a successful pit stop. You’ll also learn about the steps of creating a machine learning model to try and predict the best pit strategy for a team, become familiar with the entire process, and discover how to tie data science results back to the business.

Workshop Info

2 hours
  • Introduction
  • Get Started
  • Infrastructure
  • Data Extraction
  • Data Exploration
  • Data Processing
  • Model Training
  • Model Deployment
  • Some understanding of Machine Learning terms is helpful, but not required.
  • Familiarity with Oracle Cloud Infrastructure (OCI) is helpful

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