Estimating Carb & Calorie Burn and Machine Learning for Talent Prediction

This week’s episode saw multiple listener questions answered including a discussion on prediction of caloric and carbohydrate burn from training data. There’s some quick fire talking points including the new TGL golf league, a women’s 5K world record and Netflix’s content strategy in sport. We then touch on the use of machine learning for talent prediction in football. Finally we look at injury and illness rates for the USA Olympic and Paralympic teams from the Tokyo games.    (00:00) Introduction  (03:41) David’s Update and Training (06:23) Xylon’s Update  (17:30) Community Shoutouts (33:30) Listener Question - Training on Tired Legs (36:10) Listener Question - Heart Rate’s Relationship to Calories  (41:10) Predicting Carbohydrate and Caloric Burn (46:50) Netflix Secures Women’s Football World Cup (48:32) TGL Golf League  (51:08) Women’s 5K World Record Broken   (51:44) Ilona Maher Debuts for the Bristol Bears  (54:04) The Coaching Roundabout  (60:38) Machine Learning Prediction of Football Talent Selection (64:20) Doctor’s Office - USA Tokyo Olympic & Paralympic Team Illness and Injuries  Thanks to Precision Fuel and Hydration for their sponsorship, use the link below to get 15% off your first order and support the podcast:  https://visit.pfandh.com/theonepercentbetterpodcast If you’re unsure how which products to use or how to plan your race nutrition check out Precision’s Fuel & Hydration Planner (if you follow this you will have your discount applied automatically on your first order too):  https://visit.pfandh.com/onepercentfuelplanner David’s Newsletter Article on Calories https://open.substack.com/pub/healthperformancenexus/p/calories?r=34wgun&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true  Article on New Golf League https://www.foxsports.com.au/golf/unbelievable-product-pga-tour-star-says-venue-for-new-indoor-golf-league-feels-like-epl-stadium/news-story/e6118221a0b3fd235d259debe51c392c  Article on Machine Learning and Youth Football Academy Success Prediction https://www.tandfonline.com/doi/full/10.1080/02640414.2024.2442850  Article on Predicting Carbohydrate & Energy Expenditure   https://link.springer.com/article/10.1007/s40279-024-02131-z  Article on Injury & Illness at Tokyo Olympics from the USA https://journals.sagepub.com/doi/10.1177/23259671241304417  Submit topics, feedback or questions to us on Instagram via DM or to the email address: [email protected] Follow us on Instagram: https://www.instagram.com/onepercentbetterpod?igsh=MW1tcGM4MHQ4bm5oaw==  Follow us on X: @PodOnepercent  Join the Strava Group: https://www.strava.com/clubs/onepercentbetterpod  Royalty Free Music from Tunetank.com Track: Trendy Style by PillowVibes https://tunetank.com/track/1027-trendy-style/