RiseUpp Logo
Educator Logo

Math Behind Moneyball: Sports Analytics

Master sports analytics and statistics using Excel. Learn how mathematics and probability help evaluate player performance and game strategies.

Master sports analytics and statistics using Excel. Learn how mathematics and probability help evaluate player performance and game strategies.

This comprehensive course explores the mathematical principles behind sports analytics, focusing on how probability, statistics, and analytics can improve team performance and decision-making. Students learn to use Excel for analyzing player statistics, evaluating game strategies, and making data-driven decisions in baseball, football, and basketball. The course covers advanced concepts like Monte Carlo simulation, regression analysis, and game theory while teaching practical applications in sports management.

4.5

(97 ratings)

16,929 already enrolled

English

Powered by

Provider Logo
Math Behind Moneyball: Sports Analytics

This course includes

65 Hours

Of Self-paced video lessons

Beginner Level

Completion Certificate

awarded on course completion

2,435

What you'll learn

  • Use Monte Carlo simulation to evaluate team performance

  • Apply regression analysis to assess player contributions

  • Calculate and interpret advanced sports metrics and statistics

  • Develop Excel-based analytical models for sports data

  • Evaluate game strategies using probability and mathematics

  • Understand and apply sabermetric principles

Skills you'll gain

sports analytics
statistics
probability
excel analysis
monte carlo simulation
regression analysis
game theory
predictive modeling
data analysis
performance metrics

This course includes:

698 Minutes PreRecorded video

39 quizzes

Access on Mobile, Tablet, Desktop

FullTime access

Shareable certificate

Closed caption

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

Provided by

Certificate

Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

icon-0icon-1icon-2icon-3icon-4

There are 12 modules in this course

This course provides a comprehensive introduction to sports analytics through mathematical and statistical analysis. Students learn to apply Excel-based analysis to evaluate player performance, team strategies, and game outcomes across multiple sports. The curriculum covers key concepts including regression analysis, Monte Carlo simulation, game theory, and performance metrics. Topics span baseball analytics (sabermetrics), football game strategy, basketball performance analysis, and sports betting mathematics.

Before you start

Module 1 · 3 Minutes to complete

Module 2

Module 2 · 6 Hours to complete

Module 3

Module 3 · 6 Hours to complete

Module 4

Module 4 · 3 Hours to complete

Module 5

Module 5 · 8 Hours to complete

Module 6

Module 6 · 8 Hours to complete

Module 7

Module 7 · 5 Hours to complete

Module 8

Module 8 · 5 Hours to complete

Module 9

Module 9 · 6 Hours to complete

Module 10

Module 10 · 6 Hours to complete

Module 11

Module 11 · 5 Hours to complete

Final Exam

Module 12 · 40 Minutes to complete

Fee Structure

Payment options

Financial Aid

Instructor

Professor Wayne Winston
Professor Wayne Winston

4.3 rating

27 Reviews

16,974 Students

1 Course

Leading Expert in Business Analytics and Decision Sciences

Dr. Wayne Leslie Winston is a distinguished academic and analytics expert who served as a Visiting Professor at the University of Houston's Bauer College of Business and Professor Emeritus at Indiana University's Kelley School of Business. With a BS in Mathematics from MIT and a PhD in Operations Research from Yale, he has established himself as a leading authority in business analytics and decision sciences. His remarkable career spans over four decades of teaching excellence, earning more than 40 teaching awards including six Top MBA Teaching Awards at Indiana University. He has authored over a dozen influential books including "Marketing Analytics," "Operations Research," and "Microsoft Excel Data Analysis and Business Modeling," along with 25 research articles. His expertise has been sought by major corporations including Microsoft, Cisco, Eli Lilly, and professional sports teams like the Dallas Mavericks and New York Knicks. As founder of Excel With Wayne, he has created over 600 instructional videos based on his 40 years of teaching experience and 15 years of writing Excel textbooks for Microsoft. A two-time Jeopardy! Champion, his diverse accomplishments include consulting for government organizations such as the US Navy and Army, and creating the computer game "Hoops" with Jeff Sagarin

Math Behind Moneyball: Sports Analytics

This course includes

65 Hours

Of Self-paced video lessons

Beginner Level

Completion Certificate

awarded on course completion

2,435

Testimonials

Testimonials and success stories are a testament to the quality of this program and its impact on your career and learning journey. Be the first to help others make an informed decision by sharing your review of the course.

4.5 course rating

97 ratings

Frequently asked questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.