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Course Description
This course introduces students to the field of Mixed Martial Arts (MMA) analytics, exploring the use of data and statistical techniques to assess fighter performance, fight dynamics, and strategy. Students will cover the essentials of MMA statistics, the evolution of advanced metrics in the sport, and the tools used by analysts to gain a competitive edge. The course is suitable for those new to MMA analytics, with no prior experience required.
Through comprehensive lectures, interactive projects, and real-world case studies, students will develop a solid understanding of how data is shaping the future of MMA. By the end of the course, students will be capable of analyzing fighter data, understanding key performance indicators, and applying analytic techniques to various aspects of the sport.
What You’ll Learn?
- Foundations of MMA Statistics: Learn key metrics such as significant strikes, takedown accuracy, submission attempts, and time control.
- Introduction to MMA Analytics: Explore how analytics are used in fighter evaluation, training methods, and fight strategy.
- Data Collection and Analysis Tools: Gain hands-on experience with tools like Python and Excel to collect, clean, and analyze MMA data.
- Fighter Evaluation Techniques: Understand how to assess striking, grappling, and overall fighter efficiency using both traditional and advanced metrics.
- Fight Strategy Analysis: Learn how data-driven insights influence fight preparation, opponent scouting, and in-cage adjustments.
- Predictive Modeling in MMA: Get an introduction to predictive modeling techniques for forecasting fight outcomes and fighter development.
- Ethical Considerations in MMA Analytics: Discuss the ethical challenges of using data in MMA, including issues of fairness and athlete safety.
Course Content
Intro to MMA Analytics
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Foundations of MMA Statistics
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Introduction to MMA Analytics
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Data Collection and Analysis Tools
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Figther Evaluation Techniques
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Fight Strategy Analysis
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Predictive Modeling in MMA
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Ethical Considerations in MMA Analytics
A course by
Dave Yount
Founder & President
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