This week's guest on the Pacey Performance Podcast is Johann Windt. Johann is Head of Performance Data Science at the Vancouver Whitecaps in MLS. He is a strength and conditioning coach turned data scientist and it is this transition which makes Johann such an interesting person to speak to. He is able to speak "coach". He "gets" what happens in the weightroom and on the field and is able to integrate that mindset into his discussions on complex topics.
In this episode he chats with Rob about what data science actually is. It has gained a perception of being a mystical thing that goes on in dark rooms with staff who don't speak to each other. However, when done well its quite the opposite. He speaks about how data science is being used to help every other department at the club answer important questions. "Is this piece of technology valid?" or "what effect is this intervention having on our players?"
He finishes off the conversation by reflecting on his recent article for Sportsmith on data visualisation and explaining the principle of data being "not ugly and efficient".
If you're interested in making the most of the data that you collect with your team, hit play on your chosen podcast player now.
Today's talking points -
Optimising athlete recovery and managing load effectively across multiple sports with Carmen Colomer
Maximising resisted sprint training and speed training with youth athletes with Micheál Cahill
#Bitesize - How to maximise heart rate variability (HRV) data quality with Marco Altini
Blood flow restriction training: Applications in rehab, recovery and strength training with Stephen Patterson
#Bitesize - What is maximal aerobic speed (MAS) and how it can be used to programme conditioning with Nathan Heaney
Developing and maintaining an injury risk reduction strategy at the Kansas City Royals with Austin Driggers
How to develop an NBA player: Assessments, programmes and methodologies with Nathan Spencer
#Bitesize - Data visualisation principles with Johann Windt
Deceleration testing and training: Applying the research in college football with Joey Guarascio
#Bitesize - How to programme and coach resisted sprints with Håkan Andersson
Maximising the impact of RPE data and other subjective measures with Shaun McLaren
Science and application of velocity based training with Dan Baker, Lachlan Wilmot and Jonathon Weakley
#Bitesize - Managing tendinopothies with blood flow restriction training and isometrics with Luke Vella
Maximal aerobic speed vs. Tempo: Which is optimal for team sport aerobic fitness (?) with Nathan Heaney
#Bitesize - The current state of hamstring rehabilitation practice with Jurdan Mendiguchia
Maximising the use of eccentric training for sports performance with Pete Burridge, Mike Young and John Wagle
A critique of the “knees over toes” phenomenon and maximising cross training prescription with Nathan Kiely
#Bitesize - Managing and monitoring the menstrual cycle in World Cup winning athletes with Dawn Scott
Anaerobic speed reserve: Individualising conditioning in team sports with Phil Scott
#Bitesize - Testing changing of direction ability: Is it worthwhile with Alistair McBurnie and Tom Dos’Santos
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