VOOZH about

URL: https://www.coursera.org/learn/ai-for-player-performance-and-training

⇱ AI for Player Performance and Training | Coursera


AI for Player Performance and Training

Ends soon! Keep adding new skills with 10,000+ programs for $239 (usually $399). Save now.

AI for Player Performance and Training

Included with

Ask Coursera

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

2 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

2 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Apply AI and wearables to enhance athlete performance

  • Use data analysis to improve athlete training

  • Leverage AI to optimize team tactics and strategy

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

8 assignments

Taught in English

Build your subject-matter expertise

This course is part of the AI in Sports: The Approach of a Club Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 4 modules in this course

This course explores how artificial intelligence is transforming athlete training and team performance. Students will analyze the role of wearable technology in collecting key data on physical performance, as well as its application in designing more effective and personalized training programs.

The course also delves into the use of digital tools for injury prevention and recovery planning, showing how data can help anticipate risks and optimize return-to-play timelines. From data collection to advanced analytics, learners will discover how AI enables more informed strategic decision-making in real sports contexts. Real-world case studies illustrate how elite teams, such as Real Madrid C.F., are using these technologies to enhance player performance, reduce physical risks, and make better tactical decisions based on real-time analysis.

Explore the essential role of wearable technology in modern sports. This module guides you through the latest innovations in data collection, from foundational wearables to advanced case studies. Discover how devices like the Oura Ring and Playermaker are used to monitor athlete performance, and examine both the benefits and challenges of integrating wearables into elite training environments.

What's included

6 videos3 readings2 assignments1 discussion prompt

6 videosTotal 42 minutes
  • Introduction to Course 2: AI for training and player performance5 minutes
  • Case Study: the Oura Ring7 minutes
  • Case Study: Playermaker6 minutes
  • Wearables: Tech Examples and Key Concepts10 minutes
  • Benefits and Challenges of Wearables9 minutes
  • Case Study: Coach Whisperer6 minutes
3 readingsTotal 120 minutes
  • Complementary Resources on Introduction to Wearable Technology20 minutes
  • Complementary Resources on Data Collection and Metrics Monitored60 minutes
  • Complementary Resources on Benefits and Challenges of Wearables40 minutes
2 assignmentsTotal 60 minutes
  • Wearables and Data Collection30 minutes
  • Wearables and Data Collection30 minutes
1 discussion promptTotal 10 minutes
  • Wearables and Data Collection10 minutes

Delve into the transformative impact of technology and AI on player health. In this module, you’ll learn how advanced data-driven tools proactively prevent injuries and support sustainable recovery. Real-world case studies, including insights from Real Madrid, demonstrate the use of AI-powered solutions and recovery platforms that help athletes stay at their peak.

What's included

6 videos3 readings2 assignments1 discussion prompt

6 videosTotal 46 minutes
  • From Reaction to Proactive Prevention7 minutes
  • Integrated AI Solutions and Sustainable Data-Driven Recovery11 minutes
  • A real-life example: Thibaut Courtois anterior cruciate ligament (ACL) case study7 minutes
  • Real Madrid's use case for injury prevention: Olocip9 minutes
  • Real Madrid’s use case for recovery: TRAK8 minutes
  • Real Madrid's use case for wellness: Starpool5 minutes
3 readingsTotal 40 minutes
  • Complementary Resources on The Role of Technology in Injury Prevention15 minutes
  • Complementary Resources on Recovery Tools and Strategies15 minutes
  • Complementary Resources on Applications of AI and Data Analytics in Injury Prevention and Recovery10 minutes
2 assignmentsTotal 60 minutes
  • Injury Prevention and Recovery30 minutes
  • Injury Prevention and Recovery30 minutes
1 discussion promptTotal 10 minutes
  • Injury Prevention and Recovery10 minutes

Uncover how artificial intelligence is revolutionizing team management and training personalization. This module covers AI-driven scouting, transfer decisions, and the creation of individualized training programs. Through practical examples and deep-dive case studies, you’ll see how data and AI empower coaches to tailor strategies to each player’s needs and maximize team success.

What's included

6 videos2 readings2 assignments1 discussion prompt

6 videosTotal 38 minutes
  • Artificial intelligence in player scouting and transfer decisions6 minutes
  • Artificial intelligence in player scouting and transfer decisions 27 minutes
  • Personalised training programs6 minutes
  • SMART Goals and Use Cases5 minutes
  • Deep Dive6 minutes
  • Key Concepts8 minutes
2 readingsTotal 100 minutes
  • Complementary Resources on AI in Player Scouting and Transfer Decisions40 minutes
  • Complementary Resources on Personalised Training Programs60 minutes
2 assignmentsTotal 60 minutes
  • Optimizing team management & personalization in training30 minutes
  • Optimizing team management & personalization in training30 minutes
1 discussion promptTotal 10 minutes
  • Optimizing team management & personalization in training10 minutes

Examine how AI and real-time data analytics are reshaping game preparation and tactical decision-making. This module explores pre-game strategy development, in-game adjustments backed by live data, and post-game analysis for continuous improvement. Learn how elite teams use technology to refine their approach and gain a competitive edge on the field.

What's included

6 videos3 readings2 assignments1 discussion prompt

6 videosTotal 41 minutes
  • AI for Pre-Game Strategy Development: theory7 minutes
  • AI for Pre-Game Strategy Development: tech examples4 minutes
  • In-Game Adjustments Using Real-Time Data: theory8 minutes
  • Case Study: StatsPerform6 minutes
  • Post-Game Analysis for Future Strategy: theory9 minutes
  • Post-Game Analysis for Future Strategy: tech examples8 minutes
3 readingsTotal 190 minutes
  • Complementary Resources on AI for Pre-Game Strategy Development120 minutes
  • Complementary Resources on In-Game Adjustments Using Real-Time Data40 minutes
  • Complementary Resources on Post-Game Analysis for Future Strategy30 minutes
2 assignmentsTotal 60 minutes
  • Game Strategy and Tactics30 minutes
  • Game Strategy and Tactics30 minutes
1 discussion promptTotal 10 minutes
  • Game Strategy and Tactics10 minutes

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

Real Madrid Graduate School Universidad Europea
70 Courses9,649 learners

Explore more from Health Informatics

Why people choose Coursera for their career

👁 Image

Felipe M.

Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
👁 Image

Jennifer J.

Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
👁 Image

Larry W.

Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
👁 Image

Chaitanya A.

"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Frequently asked questions

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Financial aid available,