Global Certificate in Data Analytics for Baseball
-- ViewingNowThe Global Certificate in Data Analytics for Baseball is a comprehensive course that equips learners with essential data analytics skills tailored for the baseball industry. With the increasing demand for data-driven decision-making in sports, this course is more relevant than ever.
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โข Data Analysis Basics – Introduction to data analytics, data collection, data cleaning, and data preprocessing.
โข Statistical Analysis for Baseball – Descriptive and inferential statistics, probability, and hypothesis testing in baseball.
โข Baseball Data Visualization – Data visualization techniques and tools for presenting baseball data.
โข Player Performance Analysis – Analyzing player performance, including batting, pitching, and fielding statistics.
โข Team Performance Analysis – Evaluating team performance, including wins, losses, and advanced metrics.
โข Baseball Analytics Tools – Overview of popular baseball analytics tools, such as R, Python, and Tableau.
โข Machine Learning for Baseball – Predictive modeling, regression, classification, and clustering techniques in baseball.
โข Baseball Analytics Case Studies – Real-world baseball analytics case studies and best practices.
โข Ethics in Baseball Analytics – Ethical considerations in baseball analytics, including player privacy and data security.
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