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Math Behind Moneyball: Sports Analytics
Master sports analytics and statistics using Excel. Learn how mathematics and probability help evaluate player performance and game strategies.
Course Cost
₹ 2,699
Beginner
Skill Level
59 Hours
Self-paced lessons
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.
16,929 Enrolled
English
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
Implement statistical methods for player evaluation
Create predictive models for sports outcomes
Skills you'll gain
This course includes:
698 Minutes PreRecorded video
39 quizzes
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
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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 1
Module 2 · 6 Hours to complete
Module 2
Module 3 · 6 Hours to complete
Module 3
Module 4 · 3 Hours to complete
Module 4
Module 5 · 8 Hours to complete
Module 5
Module 6 · 8 Hours to complete
Module 6
Module 7 · 5 Hours to complete
Module 7
Module 8 · 5 Hours to complete
Module 8
Module 9 · 6 Hours to complete
Module 9
Module 10 · 6 Hours to complete
Module 10
Module 11 · 5 Hours to complete
Final Exam
Module 12 · 40 Minutes to complete
Fee Structure
Payment options
Financial Aid
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
4.3
27
Reviews
16,974
Students
1
Course
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.