Sports Performance Analytics Specialization
Sports Performance Analytics Specialization
Predictive Sports Analytics with Real Sports Data. Anticipate player and team performance using sports analytics principles.
Instructors: Stefan Szymanski
Access provided by University of Warwick
19,984 already enrolled
from 279 reviews of courses in this program
Intermediate level
Recommended experience
4 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
Understand how to construct predictive models to anticipate team and player performance.
Understand the science behind athlete performance and game prediction.
Engage in a practical way to apply their Python, statistics, or predictive modeling skills.
Skills you'll gain
- Analytics
- Applied Machine Learning
- Athletic Training
- Correlation Analysis
- Data Analysis
- Data Cleansing
- Data Preprocessing
- Data Processing
- Forecasting
- Injury Prevention
- Logistic Regression
- Plot (Graphics)
- Python Programming
- Regression Analysis
- Scikit Learn (Machine Learning Library)
- Sports Medicine
- Statistical Analysis
- Statistical Methods
- Statistical Hypothesis Testing
- Supervised Learning
- Skills section collapsed. Showing 11 of 20 skills.
Details to know
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Taught in English
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