SlideShare a Scribd company logo
Athlete360: Leveraging
HPCC Systems for
Maximizing Player
Performance
Vincent Freeh PhD
Christopher Connelly MS, CSCS, USAW-1
Sources of data
spreadsheets
workouts
competitions
exercise equipment
personal fitness
devices
Athlete management system
● Collect data in one place
● Analyze data
● Predict outcomes
4 Components
PERSON
ASSESS-
MENTS
REPORTS CONNECTORS
5 advanced analytics
Your
Logo
HereThe Data
Readiness data
• Readiness
Questionnaire
• ForceDecks jump data
• Nordbord hamstring data
• Gymaware velocity data
Performance data
• Physical Testing data
• ForceDecks jump data
• Nordbord hamstring
data
• Gymaware velocity data
Training Load data
• Training Load Questionnaire
• GPS summary data
• Raw GPS data
• Gym session data
Your
Logo
HereForceDecks
Your
Logo
Here
Nordbord
Your
Logo
HereGymaware
Your
Logo
HereSystem Setup
• Pull data from source to local storage
• Upload data to landing zone
• Spray data across the cluster
• Run ECL programs to clean and process data based on set layouts
• Run ECL programs to manipulate data for necessary variables
• Despray data from cluster to landing zone
• Upload data to tables created in Clickhouse
• Perform queries to the clickhouse tables in Redash to display most
recent data in premade dashboards
Your
Logo
HereExample of data processing/manipulation
Your
Logo
Here
Your
Logo
Here
Your
Logo
HereTypical Training Session
Your
Logo
Here
Your
Logo
HereNext Steps
Create models for data to begin predictive analysis
Deeper statistical testing
HPCC Systems machine learning libraries
Your
Logo
HereEnd Goal
360 view of athlete wellbeing and performance
Find the best way to inform process of developing optimized
training for athlete’s maximum potential
Help sport coaches better understand the demands of
practice/competition and make connection between intent of
session and real world outcome
Thank you
View this presentation on YouTube:
https://www.youtube.com/watch?v=O-qJwxhQTzA&list=PL-8MJMUpp8IKH5-
d56az56t52YccleX5h&index=2&t=0s (2:42:46)

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