Sports Analytics Courses

Nutrition, Exercise and Sports

1269 ratings

Learn about Nutrition, Exercise and Sports and understand how nutrition can support exercise and sports performance.

• edX
• 6 weeks, 4-8 hours/week
• Self-Paced
• Free Online Course (Audit)

• Best of All Time

Google Analytics 4 Tutorials

302 ratings

Comprehensive guide to Google Analytics 4, covering setup, events, conversions, audiences, integrations, and consent mode. Includes hands-on instructions for website implementation.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Google Analytics Certification

103 ratings

Certified users will demonstrate an understanding of Google Analytics, including how to set up and structure a property, and use various reporting tools and features.

• Skillshop
• 5-6 hours
• Self-Paced
• Free Certificate

The Analytics Edge

80 ratings

Through inspiring examples and stories, discover the power of data and use analytics to provide an edge to your career and your life.

• edX
• 13 weeks, 10-15 hours/week
• Self-Paced
• Free Online Course

• Best of All Time

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

Introduction to Transforming with Data Analytics and the Digital Organization

65 ratings

Learn how data analytics powers the digital organization and gives it a competitive edge.

• edX
• 4 weeks, 2-3 hours/week
• Self-Paced
• Free Online Course (Audit)

Ken Jee

Sports Analytics

8 ratings

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
• Self-Paced
• Free Video

Wrath of Math

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

1 rating

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
• Self-Paced
• Free Video

Data Science and Sports Analytics - Interview with Ken Jee

Explore data science and sports analytics with expert Ken Jee, discussing career transitions, effective communication of insights, and the future of AI in various fields.

• freeCodeCamp
• 2 hours 6 minutes
• Self-Paced
• Free Video

Data Science Conference

How Deep Learning is Revolutionizing Sports Analytics

Explore how deep learning transforms sports analytics through player tracking, performance analysis, and data-driven decision making to revolutionize team strategies and viewer experiences.

• YouTube
• 42 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

USENIX

Bringing IoT to Sports Analytics

Explore IoT applications in sports analytics, focusing on tracking cricket ball trajectories and spin using embedded sensors and radios. Innovative solutions overcome unique challenges in localization and motion tracking.

• YouTube
• 24 minutes
• Self-Paced
• Conference Talk

365 Data Science

Customer Analytics

36 ratings

Learn segmentation, targeting, positioning, marketing mix, and price elasticity to enhance your customer analytics skills and drive business growth.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video