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Formula 1 races forward with machine learning

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T A B L E O F C O N T E N T S 3 8 18 6 12 3 4 4 5 5 8 9 10 10 18 6 7 12 13 14 14 16 INTRODUCTION F1 ® INSIGHTS CONCLUSION ACTION ON THE TRACK AERODYNAMICS Letter from Rob Smedley Technology as a sport A grand history of racing technology Evolution, not revolution Working with AWS Data collection Pit Strategy Battle Battle Forecast Using machine learning Getting started with AWS Overtake is king Pit strategy Vehicle design The impact of downforce The virtual wind tunnel Defining the problem Repositioning the wake T A B L E O F C O N T E N T S | 2

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