We may earn an affiliate commission when you visit our partners.
Course image
Course image
edX logo

Sport Analytics

Data Driven Decision Making

Peggy Keiper, Jon Nachtigal, Michelle Gulino, Travis Misner, and Cole McKeel

Analytics have revolutionized sport, providing a competitive advantage to organizational decision-making both on and off the field. This course introduces best practices utilized by data analysts in sport business analytics. The course touches on sports data collection, fact finding, visualization, and metrics that guide strategic decision-making in the sport industry. This course will touch on many aspects of the sports industry, including professional sports. You do do not need a comprehensive background in data science, computer science/Python, or machine learning to complete this edX course.

Read more

Analytics have revolutionized sport, providing a competitive advantage to organizational decision-making both on and off the field. This course introduces best practices utilized by data analysts in sport business analytics. The course touches on sports data collection, fact finding, visualization, and metrics that guide strategic decision-making in the sport industry. This course will touch on many aspects of the sports industry, including professional sports. You do do not need a comprehensive background in data science, computer science/Python, or machine learning to complete this edX course.

Through the duration of this self-paced, online course, learners will:

  • Identify the concepts and characteristics of sports analytics in the sporting industry, historically and today.

  • Interpret aspects of analytics in the sporting industry (e.g., the impact of analytics in sport, player data points, athlete performance data tracking, organizational key performance indicators, etc.)

  • Comprehend and engage in critical thinking with analytic topics in the sporting industry.

  • Obtain a perspective of the growing trend and field of sport analytics.

  • Gain insight on the strategies, analytical techniques, and concepts used to evaluate players, team performance, and front-office strategies.

  • Discuss topics related to sport analytics

  • Utilize data analysis and statistical analysis techniques to identify problems and propose innovative solutions for improving performance both on the field and in sport management.

What's inside

Learning objectives

  • Identify concepts in sport analytics.
  • Understand the benefits and objectives of sport analytics.
  • Discuss the impact of analytics on sport.
  • Demonstrate insight on the strategies and concepts of sport analytics.

Syllabus

WEEK 1: Introduction to Data in Sport
History of Sport Analytics
Sources of Data and Datasets
Statistical Techniques
Read more
Technology
Tools and Resources
WEEK 2: Analytics as a Game Changer
The Impact of Analytics on the Field of Play
New Metrics
Player Evaluations
Strategic Decision Making
WEEK 3: The Business of Sport Analytics
Customer Relationship Management
Ticketing
Fan Engagement
Data Visualization and Storytelling
WEEK 4: Evaluating Sport Sponsorships
Sponsorships in Sport
Strategies
Measuring Sponsorships

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Provides a baseline understanding of the goals and objectives of sport analytics
Taught by instructors who are experienced in sport analytics
Covers a wide range of topics, including data collection, fact-finding, visualization, and metrics
Helps learners to gain insight on the strategies, analytical techniques, and concepts used to evaluate players, team performance, and front-office strategies
Suitable for learners with little to no background in data science, computer science, or machine learning

Save this course

Save Sport Analytics: Data Driven Decision Making to your list so you can find it easily later:
Save

Activities

Coming soon We're preparing activities for Sport Analytics: Data Driven Decision Making. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Sport Analytics: Data Driven Decision Making will develop knowledge and skills that may be useful to these careers:
Sports Data Analyst
A Sports Data Analyst uses data to analyze sports performance. This course can provide you with the specialized knowledge and skills needed to succeed as a Sports Data Analyst, including sports data analysis, player evaluation, and strategic decision making.
Sports Analyst
A Sports Analyst uses data to analyze sports performance and identify trends. This course can provide you with the specialized knowledge and skills needed to succeed as a Sports Analyst, including sports data analysis, player evaluation, and strategic decision making.
Sports Performance Analyst
A Sports Performance Analyst uses data to analyze athlete performance. This course can provide you with the specialized knowledge and skills needed to succeed as a Sports Performance Analyst, including sports data analysis, player evaluation, and training optimization.
Data Analyst
A Data Analyst collects, transforms, and analyzes data to uncover trends. This course can provide you with the necessary knowledge and skills to succeed as a Data Analyst, including data collection, statistical techniques, and data visualization.
Business Analyst
A Business Analyst uses data to identify business problems and develop solutions. This course can help you build a foundation in business analytics, including data analysis, statistical techniques, and presentation skills.
Statistician
A Statistician uses statistical methods to collect, analyze, interpret, and present data. This course can provide you with a strong foundation in statistics, including statistical techniques, data analysis, and data visualization.
Sports Marketing Analyst
A Sports Marketing Analyst uses data to analyze marketing campaigns and identify opportunities for growth. This course can provide you with the necessary knowledge and skills to succeed as a Sports Marketing Analyst, including data analysis, statistical techniques, and marketing principles.
Sports Management Analyst
A Sports Management Analyst uses data to analyze sports organizations and identify opportunities for improvement. This course can provide you with the necessary knowledge and skills to succeed as a Sports Management Analyst, including data analysis, strategic planning, and financial analysis.
Sports Operations Analyst
A Sports Operations Analyst uses data to analyze sports operations and identify opportunities for improvement. This course can provide you with the necessary knowledge and skills to succeed as a Sports Operations Analyst, including data analysis, operations management, and financial analysis.
Sports Psychologist
A Sports Psychologist uses data to analyze the mental and emotional aspects of sports performance. This course can provide you with the necessary knowledge and skills to succeed as a Sports Psychologist, including data analysis, mental health, and sports psychology.
Operations Research Analyst
An Operations Research Analyst uses data to analyze and improve business operations. This course can provide you with the necessary knowledge and skills to succeed as an Operations Research Analyst, including data analysis, statistical techniques, and optimization techniques.
Market Research Analyst
A Market Research Analyst collects, analyzes, and interprets data to understand consumer behavior and market trends. This course can provide you with the necessary skills to succeed as a Market Research Analyst, including data analysis, statistical techniques, and data visualization.
Risk Analyst
A Risk Analyst uses data to identify and assess risks. This course can provide you with the necessary knowledge and skills to succeed as a Risk Analyst, including data analysis, statistical techniques, and risk management techniques.
Financial Analyst
A Financial Analyst uses data to analyze financial performance and make investment recommendations. This course can provide you with the necessary knowledge and skills to succeed as a Financial Analyst, including data analysis, statistical techniques, and financial modeling.
Sports Agent
A Sports Agent represents athletes in contract negotiations and other business matters. This course can provide you with the necessary knowledge and skills to succeed as a Sports Agent, including data analysis, contract negotiation, and sports law.

Reading list

We've selected 12 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Sport Analytics: Data Driven Decision Making.
Provides a comprehensive overview of the use of analytics in sports. It covers a wide range of topics, from the basics of data analysis to advanced techniques such as machine learning and artificial intelligence.
Classic work on data visualization. It provides a comprehensive overview of the principles of data visualization and how to create effective visualizations.
Practical guide to using data analytics in sports. It covers a wide range of topics, from data collection and analysis to visualization and communication.
Save
Explores the two systems of thinking: System 1, which is fast, intuitive, and emotional, and System 2, which is slow, deliberate, and rational. It covers a wide range of topics, from the psychology of decision-making to the neuroscience of thinking.
Provides a comprehensive overview of sports strategy. It covers a wide range of topics, from the basics of strategy to advanced concepts such as game theory and behavioral economics.
Provides a practical guide to data visualization. It covers a wide range of topics, from the basics of data visualization to advanced techniques such as interactive visualizations.
Provides a comprehensive overview of game theory. It covers a wide range of topics, from the basics of game theory to advanced concepts such as Nash equilibrium and evolutionary game theory.
Explores the hidden side of everything using economic principles. It covers a wide range of topics, from the economics of sumo wrestling to the value of a name.
Save
Seminal work in the field of baseball analytics and provides a foundation for understanding the use of statistics in evaluating player performance and team strategy.

Share

Help others find this course page by sharing it with your friends and followers:

Similar courses

Here are nine courses similar to Sport Analytics: Data Driven Decision Making.
Sport Business Foundations
Most relevant
Sales in Sport Business
Most relevant
Sports Management: The Essentials Course
Most relevant
Fully Accredited Professional Sports Psychology Diploma
Most relevant
Sports Marketing
Most relevant
Sports Management: Data and Analytics
Most relevant
The Power of Sport in American Culture
Most relevant
Data Analytics in Sports Law and Team Management
Most relevant
Major Sport Events: Winning Through Diversity and...
Most relevant
Our mission

OpenCourser helps millions of learners each year. People visit us to learn workspace skills, ace their exams, and nurture their curiosity.

Our extensive catalog contains over 50,000 courses and twice as many books. Browse by search, by topic, or even by career interests. We'll match you to the right resources quickly.

Find this site helpful? Tell a friend about us.

Affiliate disclosure

We're supported by our community of learners. When you purchase or subscribe to courses and programs or purchase books, we may earn a commission from our partners.

Your purchases help us maintain our catalog and keep our servers humming without ads.

Thank you for supporting OpenCourser.

© 2016 - 2024 OpenCourser