Math in Sports from edX

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In this course you will learn to use some mathematical tools that can help predict and analyze sporting performances and outcomes. This course will help coaches, players, and enthusiasts to make educated decisions about strategy, training, and execution. We will discuss topics such as the myth of the Hot Hand and the curse of the Sports Illustrated cover; how understanding data can improve athletic performance; and how best to pick your Fantasy Football team. We will also see how elementary Calculus provides insight into the biomechanics of sports and how game theory can help improve an athlete’s strategy on the field.

In this course you will learn:

How a basic understanding of probability and statistics can be used to analyze sports and other real life situations.
How to model physical systems, such as a golf swing or a high jump, using basic equations of motion.
How to best pick your Fantasy Football, March Madness, and World Cup winners by using ranking theory to help you determine athletic and team performance.

By the end of the course, you will have a better understanding of math, how math is used in the sports we love, and in our everyday lives.

What you'll learn

Draw conclusions from mathematical analysis using inductive reasoning
Evaluate data using principles of probability
Assess risk and develop strategies that drive event outcomes
Model physical processes in order to predict (or change) outcomes

What's inside

Learning objectives

Evaluate data using principles of probability
Assess risk and develop strategies that drive event outcomes

Model physical processes in order to predict (or change) outcomes
Draw conclusions from mathematical analysis using inductive reasoning

Evaluate data using principles of probability
Assess risk and develop strategies that drive event outcomes
Model physical processes in order to predict (or change) outcomes
Draw conclusions from mathematical analysis using inductive reasoning

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Develops probability and statistics skills, which are highly relevant to sports betting and fantasy sports

Strengthens an existing foundation for intermediate learners of sports or sports analytics

Covers principles of game theory in sports, which is a growing field for competitive players

Instructors are recognized for their work in this field

Utilizes videos and readings to enhance learning

Teaches skills for improving athletic performance using quantitative data

Career center

Learners who complete Math in Sports will develop knowledge and skills that may be useful to these careers:

Sports Analyst

Sports Analysts collect, analyze, and interpret sports data to provide insights and predictions about teams, players, and performances. They use statistical models, data visualization, and other techniques to evaluate athletic performance, identify trends, and make predictions about game outcomes. Math in Sports provides a comprehensive overview of probability, statistics, and modeling, which are essential for analyzing sports data and making informed predictions. The course also covers topics such as ranking theory, which can be used to evaluate and rank teams and players.

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Statistician

Statisticians collect, analyze, interpret, and present data to provide insights into various fields, including healthcare, finance, and sports. They use statistical models, data visualization, and other techniques to draw meaningful conclusions from data. Math in Sports provides a comprehensive overview of probability, statistics, and modeling, which are essential for analyzing data and making informed decisions. The course also covers topics such as ranking theory, which can be used to evaluate and rank teams and players.

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Sports Scientist

Sports Scientists use scientific methods to study human performance in sports. They conduct research to understand the biomechanics of movement, the physiology of exercise, and the psychology of athletic performance. Math in Sports provides a strong foundation in modeling physical processes, which is essential for understanding the biomechanics of sports and the impact of physical factors on athletic performance. The course also covers topics such as probability and statistics, which are used to analyze data and develop probabilistic models of athletic performance.

See salaries and explore the career path for Sports Scientist

Actuary

Actuaries use mathematical and statistical techniques to assess financial risk and uncertainty. They analyze data to create financial models that help businesses and organizations make informed decisions about risk management. Math in Sports provides a solid foundation in probability and statistics, enabling you to analyze data to identify trends and patterns. This course can be particularly helpful for aspiring Actuaries interested in applying these concepts to sports-related risk assessment.

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Data Scientist

Data Scientists use scientific methods and techniques to extract knowledge and insights from data. They develop and implement data mining algorithms, build predictive models, and visualize data to provide insights for businesses and organizations. Math in Sports provides a solid foundation in probability and statistics, which are essential for understanding and analyzing data. The course also introduces concepts of modeling physical processes, which can be useful for developing predictive models for sports-related data.

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Biostatistician

Biostatisticians apply statistics to biological and medical data to analyze health-related issues. They design and conduct statistical studies, interpret data, and develop statistical models to advance medical research and improve public health. Math in Sports provides a strong foundation in statistics, helping you understand and apply statistical methods to analyze medical data. It also introduces concepts of modeling physical processes, which can be useful for understanding biological systems.

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Data Analyst

Data Analysts collect, analyze, and interpret large amounts of data to extract meaningful insights and trends. They use these insights to help businesses and organizations make data-driven decisions. Math in Sports provides a comprehensive overview of probability, statistics, and modeling, which are essential skills for Data Analysts. The course also emphasizes the practical application of these concepts to real-world scenarios, preparing you to leverage data for effective decision-making.

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Quantitative Analyst

Quantitative Analysts use mathematical and statistical models to analyze financial data and make investment decisions. They develop and implement trading strategies, manage risk, and provide insights to portfolio managers. Math in Sports provides a solid foundation in probability and statistics, which are essential for understanding financial data and making informed investment decisions. The course also covers topics such as ranking theory, which can be applied to evaluate and select investment options.

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Financial Analyst

Financial Analysts use financial data and models to evaluate investments and make recommendations to clients. They analyze financial statements, conduct industry research, and develop financial models to assess the performance and risk of investment opportunities. Math in Sports introduces fundamental concepts of probability and statistics, which are essential for understanding financial data and making informed investment decisions. The course also covers topics such as ranking theory, which can be applied to evaluate and select investment options.

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Operations Research Analyst

Operations Research Analysts use mathematical models and techniques to solve complex problems in business and industry. They analyze data, develop models, and recommend solutions to improve efficiency, reduce costs, and optimize operations. Math in Sports provides a solid foundation in modeling physical processes, which is essential for understanding and solving problems in operations research. The course also covers topics such as probability and statistics, which are used to analyze data and develop probabilistic models.

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Market Researcher

Market Researchers conduct research to understand consumer behavior and market trends. They collect, analyze, and interpret data to provide insights that help businesses make informed decisions about products, services, and marketing strategies. Math in Sports provides a strong foundation in probability and statistics, which are crucial for designing and conducting market research studies. The course also covers topics such as ranking theory, which can be useful for analyzing consumer preferences and market segmentation.

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Risk Manager

Risk Managers identify, assess, and mitigate risks within organizations. They develop and implement risk management strategies, conduct risk assessments, and provide advice to senior management. Math in Sports provides a solid foundation in probability and statistics, which are essential for understanding and quantifying risks. The course also introduces concepts of modeling physical processes, which can be useful for understanding and mitigating risks related to physical infrastructure or operations.

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Sports Journalist

Sports Journalists report on sporting events, athletes, and teams. They write articles, conduct interviews, and provide analysis for newspapers, magazines, websites, and other media outlets. Math in Sports provides a solid foundation in probability and statistics, which are essential for understanding and interpreting sports data. The course also introduces concepts of modeling physical processes, which can be useful for analyzing athletic performance and biomechanics. This knowledge can help Sports Journalists write informed and insightful articles that engage readers.

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Teacher

Math Teachers educate students in the field of mathematics. They develop lesson plans, teach mathematical concepts, and assess student learning. Math in Sports provides a deep understanding of probability, statistics, and modeling, which are essential for teaching these concepts effectively. The course also introduces real-world applications of mathematics in sports, which can help make lessons engaging and relevant for students.

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Sports Psychologist

Sports Psychologists work with athletes and coaches to improve mental performance and well-being. They use psychological techniques to help athletes overcome challenges, build confidence, and enhance their focus and motivation. Math in Sports provides a basic understanding of probability and statistics, which can be useful for understanding the distribution of athletic performance and the role of chance in sports. The course also introduces concepts of modeling physical processes, which can be helpful for understanding the biomechanics of sports and the impact of physical factors on athletic performance.

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