Sports Analytics Courses and Certifications

Microcredential

Sports Performance Analytics

279 ratings at Coursera

Learn to analyze sports data, predict performance, and apply machine learning techniques using real datasets from MLB, NBA, NHL, EPL, and IPL to revolutionize athlete and team strategies.

• Coursera
• 16 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Foundations of Sports Analytics: Data, Representation, and Models in Sports

204 ratings at Coursera

Explore Python-based sports analytics techniques to analyze team and player performance across major leagues, focusing on regression analysis and data representation methods.

• Coursera
• 2 days 1 hour 24 minutes
• On-Demand
• Paid Course

Wearable Technologies and Sports Analytics

46 ratings at Coursera

Explore wearable tech in sports, analyzing athlete data for training optimization and injury prevention. Learn physiological principles, device types, and Python programming for sports analytics.

• Coursera
• 1 day 4 hours 9 minutes
• On-Demand
• Paid Course

Data Analytics in Sports Law and Team Management

30 ratings at Coursera

Explore data analytics in sports industry, covering team management, player representation, and facility operations. Learn to leverage data for effective decision-making and resource allocation.

• Coursera
• 9 hours 50 minutes
• On-Demand
• Paid Course

Sports Management: Data and Analytics

321 ratings at Udemy

Learn the Concepts Behind Data Analytics and How They Can be Used to Produce Better Results On and Off the Pitch

• Udemy
• 3 hours 19 minutes
• On-Demand
• Paid Course

Ken Jee

Sports Analytics

7 reviews

Explore sports analytics through diverse projects, data scraping, and statistical analyses. Learn to predict outcomes, simulate games, and gain insights into various sports using data science techniques.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

Wrath of Math

Pythagorean Expectation in Sports Analytics - Using Math to Predict NFL Success

1 review

Explore how Pythagorean expectation in sports analytics predicts NFL team performance, focusing on its application to the Kansas City Chiefs' 2024 Super Bowl prospects.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Databricks

NBA Analytics - Evolution and Impact in Professional Sports

Explore the evolution of sports analytics in the NBA, its impact on teams, and how data drives competitive advantage in professional basketball.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Web Summit

Real-Time Analytics Affecting Real-Time Decisions in Sports

Explore the implementation and impact of real-time data analytics in sports, focusing on in-game applications and decision-making processes.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Web Summit

Protecting Player Welfare - Analytics in Sports Performance and Contracts

Explore the role of analytics in player welfare, from on-field performance to contract negotiations, with insights from industry experts.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Data Science Festival

Mastering Synthetic Data Generation in Sports Analytics

Explore synthetic data generation techniques to overcome data scarcity in sports analytics, from basic augmentation to advanced models with real-world StatSports examples.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Management Analytics: Decision-Making Lessons From the Sports Industry

Discover how to transform organizational decision-making through data analytics using proven strategies from the sports industry to build a data-driven culture.

• GetSmarter
• 6 weeks, 7 hours a week
• 22nd Apr, 2026
• Paid Course

How Did We Get Here?The Development of Analytics in Football

Discover how football transformed from intuition-based decisions to data-driven strategies, exploring pioneers, technologies, and academic breakthroughs that revolutionized the sport.

• Coursera
• 18 hours 54 minutes
• On-Demand
• Paid Course

Introduction to Machine Learning in Sports Analytics

27 ratings at Coursera

Explore supervised machine learning techniques using Python and real athletic data to predict sports outcomes, applying methods like SVM, decision trees, and ensembles to analyze professional leagues and wearable device data.

• Coursera
• 12 hours 55 minutes
• On-Demand
• Paid Course

Predict NFL game winners using machine learning and Python. Identify key team stats for victory through feature importance analysis.

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available