Sports Analytics Courses

Nutrition, Exercise and Sports

1213 reviews

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

• edX
• 6 weeks, 4-8 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

The Analytics Edge

80 reviews

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 a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Google Analytics 4 Tutorials

85 reviews

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
• On-Demand
• Free Video

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

179 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
• Free Online Course (Audit)

Wearable Technologies and Sports Analytics

38 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
• Free Online Course (Audit)

Introduction to Machine Learning in Sports Analytics

22 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
• Free Online Course (Audit)

University System of Maryland;  University of Maryland

Introduction to Transforming with Data Analytics and the Digital Organization

62 reviews

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

• edX
• 4 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Ken Jee

Sports Analytics

4 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

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
• On-Demand
• Conference Talk

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
• On-Demand
• 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
• On-Demand
• Free Video

Data Science for Sports - Sports Analytics and Visualization

85 ratings at Udemy

Learn how to perform sports analytics and visualization using Python.

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Digital Marketing Analytics in Theory

35 reviews

Learn the introductory theory and strategy behind marketing analytics that provides marketers with the foundation needed to apply data analytics to real-world challenges they confront daily in their professional lives.

• Coursera
• 20 hours 38 minutes
• On-Demand
• Free Online Course (Audit)

Digital Marketing Analytics in Practice

23 reviews

This course builds on the theory and foundations of marketing analytics and focuses on practical application by demystifying the use of data in marketing and helping you realize the power of visualizing data with artful use of numbers found in the digita…

• Coursera
• 20 hours 14 minutes
• On-Demand
• Free Online Course (Audit)

Customer Analytics

17 reviews

Explore key areas of customer analytics: descriptive, predictive, and prescriptive. Learn to collect data, interpret patterns, make predictions, and optimize decisions for effective data-driven marketing strategies.

• Coursera
• 11 hours 48 minutes
• On-Demand
• Free Online Course (Audit)