Professional Certificate in Baseball Pitching: Data & Analysis
-- ViewingNowThe Professional Certificate in Baseball Pitching: Data & Analysis is a comprehensive course designed to equip learners with essential skills for career advancement in the baseball industry. This program focuses on the increasing importance of data analysis in baseball, providing students with the knowledge and tools to analyze and interpret pitching data to improve team performance.
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โข Biomechanics of Pitching:
Understanding the fundamental biomechanics of pitching, including the role of the lower body, trunk, and arm in generating speed and accuracy. This unit covers the importance of proper pitching mechanics and its impact on injury prevention and performance.
โข Data Collection Techniques:
Exploring various data collection methods for baseball pitching analysis, such as high-speed cameras, motion sensors, and pitch tracking systems. This unit also covers best practices for data collection, including setup, calibration, and data quality control.
โข Data Analysis Tools:
Introducing various data analysis tools and techniques for baseball pitching data, such as statistical analysis, machine learning, and visualization. This unit covers key concepts in data analysis, including descriptive and inferential statistics, regression analysis, and predictive modeling.
โข Pitch Design and Optimization:
Examining the principles of pitch design and optimization, including the use of data analysis to improve pitch performance, consistency, and deception. This unit covers key concepts in pitch design, including pitch shape, movement, and velocity, and the use of data-driven approaches to optimize pitch selection and sequencing.
โข Injury Prevention and Management:
Understanding the risks and causes of pitching-related injuries, and the role of data analysis in injury prevention and management. This unit covers key concepts in injury prevention, including workload management, pitch counts, and rest periods, and the use of data analysis to monitor and manage pitcher health and performance.
โข Advanced Topics in Baseball Pitching:
Exploring advanced topics in baseball pitching data and analysis, such as pitcher-batter matchups, game strategy, and team dynamics. This unit covers key concepts in advanced data analysis, including network analysis, game theory, and machine learning algorithms, and their application to baseball pitching data.
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