Strava

Purpose

• Load athlete data
  • Name
  • Gender
  • City
  • Amount of equipment
• Load gear data
  • All shoes and bikes
  • Names/distance/description of gear
• Load activity data
  • Provide summary statistics of activities
    • Length
    • Duration
    • Elevation gain
    • Speed distribution
    • Heart rate distribution
  • Perform statistical analysis based on past activities
    • Generate prediction of race time
      • Deep neural network might be an option. Every 1km can be a data point, so that there's plenty of training/validation/test data