Professional Certificate in Baseball Pitching: Data Science
-- ViewingNowThe Professional Certificate in Baseball Pitching: Data Science is a unique course that combines the sport of baseball with data science principles. This program's importance lies in its innovative approach to analyzing and improving baseball pitching performance using data-driven insights.
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โข Biomechanics of Pitching:
โข Data Collection Techniques: Using sensors, cameras, and manual data entry
โข Data Cleaning and Pre-processing: Handling missing data, outliers, and normalization
โข Data Analysis for Baseball Pitching: Descriptive and inferential statistics
โข Pitching Performance Metrics: Traditional and advanced metrics (e.g., pitch velocity, spin rate, movement)
โข Machine Learning for Baseball Pitching: Supervised and unsupervised learning methods
โข Model Evaluation and Selection: Cross-validation, residual analysis, and statistical significance
โข Data Visualization: Effective visualization of pitching data for analysis and presentation
โข Communicating Data Insights: Writing reports, creating presentations, and presenting findings to coaches and players
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