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Marisa Sáenz
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.
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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.
Read more
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.
Register for this course and see more details by visiting:
OpenCourser.com/course/ryiel9/ai
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What's inside
Syllabus
Wearables and Data Collection
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.
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Syllabus
Wearables and Data Collection
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.
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AI for Player Performance and Training.
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Career center
Learners who complete AI for Player Performance and Training will develop knowledge and skills
that may be useful to these careers:
Sports Data Analyst
Sports Data Analyst
A Sports Data Analyst plays a crucial role in transforming raw athletic and team performance data into actionable insights. This professional collects, processes, and interprets vast datasets from various sources, including wearable technology, to help improve athlete training, prevent injuries, and enhance game strategy. The "AI for Player Performance and Training" course directly prepares you for this career by immersing you in data collection methods, advanced analytics, and real-world applications of AI in sports. You will understand how to analyze physical performance metrics, anticipate risks, and contribute to informed strategic decision-making, as demonstrated by elite teams like Real Madrid C.F. This course helps build a foundation in leveraging data to optimize player and team success.
Performance Scientist
Performance Scientist
A Performance Scientist works at the intersection of sports science, data, and technology to maximize athlete potential. This role involves designing and implementing evidence-based strategies for training, recovery, and competition, often utilizing advanced analytical tools. The "AI for Player Performance and Training" course is highly relevant, providing insights into applying AI to personalize training programs and optimize physical performance. You will explore how wearable technology aids in collecting key data and how digital tools assist in injury prevention and recovery planning. Many roles in this field typically require an advanced degree. The course's real-world case studies and focus on data-driven decision-making will help you guide athletes to peak condition and sustained success.
Data Scientist Sports Focus
Data Scientist Sports Focus
A Data Scientist with a Sports Focus applies advanced statistical methods and machine learning techniques to complex sports datasets, identifying patterns and building predictive models to optimize everything from player recruitment to performance and fan engagement. This role typically requires an advanced degree. The "AI for Player Performance and Training" course is highly pertinent for a Data Scientist Sports Focus, as it delves into using AI for more informed strategic decision-making in real sports contexts, from data collection to advanced analytics. You will explore how AI enables personalized training and impacts game strategy, providing invaluable insight into real-world applications of data science in elite sports.
Sports Injury Prevention Specialist
Sports Injury Prevention Specialist
A Sports Injury Prevention Specialist is dedicated to minimizing the risk of athletic injuries and facilitating optimal recovery for athletes. This professional employs cutting-edge methods and technologies to monitor athlete health, identify potential hazards, and implement proactive strategies. The "AI for Player Performance and Training" course directly addresses the core competencies for a Sports Injury Prevention Specialist. You will learn how advanced data-driven tools proactively prevent injuries and support sustainable recovery. Real-world case studies, including insights from Real Madrid C.F., demonstrate the use of AI-powered solutions and recovery platforms that help athletes stay at their peak, making this course highly relevant.
Sports Technologist
Sports Technologist
A Sports Technologist focuses on the integration and management of technological solutions within sports organizations, ranging from wearable devices to advanced analytics platforms. This professional ensures that teams and athletes can effectively use the latest innovations to enhance performance and achieve competitive advantages. The "AI for Player Performance and Training" course is exceptionally well-suited for this path, exploring the essential role of wearable technology in data collection and delving into AI's transformative impact on player health and team management. You will gain a deep understanding of how devices like the Oura Ring and Playermaker are utilized, preparing you to evaluate, implement, and optimize technology solutions in real sports contexts.
Athlete Performance Coach
Athlete Performance Coach
An Athlete Performance Coach designs and oversees training regimens tailored to individual athletes, aiming to enhance physical capabilities, reduce injury risk, and optimize competitive readiness. This role increasingly relies on data-driven insights to customize programs and track progress. The "AI for Player Performance and Training" course helps build a foundation in understanding how artificial intelligence and advanced data analytics are revolutionizing personalized training programs. You will explore how data from wearable technology informs training adjustments and how AI assists in designing more effective and customized plans. This foundational understanding allows you to empower coaches to tailor strategies to each player’s needs and maximize team success.
Wellness and Recovery Specialist
Wellness and Recovery Specialist
A Wellness and Recovery Specialist focuses on the holistic health and physical restoration of athletes, implementing strategies to prevent overtraining, manage fatigue, and accelerate return-to-play after injury. This role increasingly relies on data to personalize recovery protocols. The "AI for Player Performance and Training" course is highly relevant for a Wellness and Recovery Specialist, as it delves into the use of digital tools for injury prevention and recovery planning. You will learn how data can help anticipate risks and optimize return-to-play timelines, exploring AI-powered solutions and recovery platforms that help athletes stay at their peak, as shown by insights from Real Madrid C.F.
Research Scientist Sports Science
Research Scientist Sports Science
A Research Scientist in Sports Science conducts studies and experiments to advance the understanding of human performance, injury mechanisms, and training effectiveness in athletic contexts. This professional often collaborates with coaches and athletes to translate scientific findings into practical applications. This role typically requires an advanced degree. For a Research Scientist Sports Science, the "AI for Player Performance and Training" course may be helpful, as it explores innovations in data collection and delves into the transformative impact of technology and AI on player health. You will examine the application of AI and real-time data analytics, providing a foundation for investigating new methodologies to enhance athlete potential.
Tactical Analyst
Tactical Analyst
A Tactical Analyst is instrumental in shaping game strategies and making informed decisions during competition by providing in-depth analysis of opponent tendencies, team performance, and real-time game data. The "AI for Player Performance and Training" course provides a robust framework for a Tactical Analyst, focusing on how AI and real-time data analytics are reshaping game preparation and tactical decision-making. You will examine pre-game strategy development, in-game adjustments backed by live data, and post-game analysis for continuous improvement. Learning how elite teams use technology to refine their approach and gain a competitive edge on the field directly applies to this vital role in sports.
Scouting and Recruitment Analyst
Scouting and Recruitment Analyst
A Scouting and Recruitment Analyst leverages data and analytical tools to identify, evaluate, and recommend prospective athletes for team acquisition. This role moves beyond traditional scouting by incorporating objective metrics and predictive insights to inform critical roster decisions. The "AI for Player Performance and Training" course directly aligns with the needs of a Scouting and Recruitment Analyst by uncovering how artificial intelligence is revolutionizing team management through AI-driven scouting and transfer decisions. You will see how data and AI empower coaches to make more informed strategic decisions based on real-time analysis, helping you to assess talent and maximize team success effectively.
Sports Innovation Manager
Sports Innovation Manager
A Sports Innovation Manager identifies, evaluates, and integrates cutting-edge technologies and methodologies to enhance various aspects of a sports organization, from athlete performance to fan experience. This role requires a keen understanding of technological trends and their practical application. For a Sports Innovation Manager, the "AI for Player Performance and Training" course is highly relevant, as it explores how artificial intelligence is transforming athlete training and team performance. You will analyze the role of wearable technology in collecting key data and its application in designing more effective programs, providing a comprehensive view of integrating innovations into elite training environments.
Product Manager Sports Technology
Product Manager Sports Technology
A Product Manager in Sports Technology oversees the entire lifecycle of sports-related tech products, from concept and development to launch and ongoing improvement. This involves understanding market needs, technological capabilities, and user experience for athletes and teams. The "AI for Player Performance and Training" course may be useful for a Product Manager Sports Technology, as it provides a solid understanding of the technologies at play. It explores the essential role of wearable technology in modern sports and how advanced data-driven tools prevent injuries and support recovery. This course helps build a foundation in the benefits and challenges of integrating wearables into elite training environments.
Sports Biomechanist
Sports Biomechanist
A Sports Biomechanist studies human movement in athletic contexts, analyzing techniques and efficiency to enhance performance, optimize equipment design, and mitigate injury risk. This professional often uses advanced motion capture and sensor data. This role typically requires an advanced degree. For a Sports Biomechanist, the "AI for Player Performance and Training" course may be helpful, exploring the essential role of wearable technology in modern sports and how devices like the Oura Ring are used to monitor athlete performance. You will delve into the transformative impact of technology and AI on player health, contributing to a deeper understanding of physical performance and injury prevention from a data perspective.
Coaching Consultant
Coaching Consultant
A Coaching Consultant provides expert advice and strategic guidance to sports coaches and organizations, helping them integrate innovative methods and technologies to improve athlete development and team performance. This role often involves translating complex data into practical coaching strategies. For a Coaching Consultant, the "AI for Player Performance and Training" course may be helpful, as it uncovers how artificial intelligence is revolutionizing team management and training personalization. Through practical examples, you will see how data and AI empower coaches to tailor strategies to each player’s needs and maximize team success, providing a valuable perspective for advising on advanced coaching methodologies.
Team Operations Manager
Team Operations Manager
A Team Operations Manager oversees the logistical and administrative aspects of a sports team, ensuring smooth functioning across various departments, including training, travel, and personnel management. This role requires strategic oversight and efficient resource allocation. For a Team Operations Manager, the "AI for Player Performance and Training" course may be useful, as it uncovers how artificial intelligence is revolutionizing team management. You will explore AI-driven scouting, transfer decisions, and the creation of individualized training programs, which can inform the strategic decisions and resource allocation managed by a Team Operations Manager. This course helps build a foundation in leveraging data and AI to empower coaches and maximize team success.
For more career information including salaries, visit:
OpenCourser.com/course/ryiel9/ai
Reading list
We haven't picked any books for this reading list yet.
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A non-technical book that explores the global AI landscape, the impact of AI on society, and the ethical challenges that arise from the rapid development of AI technologies.
A textbook that presents AI from a computational perspective, covering topics such as agents, knowledge representation, reasoning, and planning. Suitable for readers with a background in computer science or mathematics.
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A thought-provoking book that explores the potential implications of AI for human society, such as the possibility of a technological singularity and the need for new ethical frameworks.
A classic textbook on reinforcement learning, a subfield of AI concerned with learning from interaction with the environment. Covers both theoretical concepts and practical algorithms, with a focus on real-world applications.
A free online book that provides a gentle introduction to machine learning, covering topics such as linear regression, logistic regression, and neural networks. Suitable for beginners with no prior knowledge of AI or machine learning.
A comprehensive textbook that provides a broad overview of the field, covering topics such as problem-solving, learning, machine learning, and natural language processing. Suitable for both beginners and advanced learners.
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A highly cited and influential book that focuses on deep learning, a subfield of AI concerned with constructing models for complex data. Covers theoretical concepts, popular algorithms, and practical applications.
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A popular science book that discusses the development of AI algorithms and their potential impact on various aspects of human life, such as healthcare, transportation, and finance.
A practical guide to natural language processing (NLP) using Python, covering topics such as text classification, sentiment analysis, and machine translation. Suitable for beginners with some programming experience.
A short but powerful book that explores the potential benefits and risks of AI, as well as the ethical dilemmas that need to be addressed as AI becomes more advanced.
A comprehensive German-language textbook that provides a broad overview of AI, covering topics such as search, knowledge representation, and machine learning. Suitable for both beginners and advanced learners.
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A French-language textbook that focuses on machine learning, a subfield of AI. Covers topics such as supervised learning, unsupervised learning, and deep learning. Suitable for beginners with some programming experience.
A comprehensive textbook that covers probabilistic graphical models (PGMs), a powerful tool for representing and reasoning about complex systems. Suitable for advanced learners with a background in probability and statistics.
A classic work in the field of sports performance, this book provides a comprehensive overview of periodization and its practical applications.
Provides a detailed overview of the biochemistry and physiology of nutrition and metabolism, with a focus on exercise and sports performance.
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A comprehensive overview of biomechanics in sport, this book covers topics such as kinematics, kinetics, and muscle mechanics.
A practical guide to sports medicine, this book covers a wide range of topics relevant to physicians and other healthcare professionals.
Provides a detailed overview of the physiological adaptations to exercise and training.
A practical guide to nutrition for athletes, this book covers topics such as macronutrient needs, hydration, and supplementation.
Providing a comprehensive overview of the multidisciplinary field of sports performance, this book covers a wide range of topics relevant to athletes and coaches.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/ryiel9/ai
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Similar courses
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Level
Introductory
Via
Coursera
Institution
Real Madrid Graduate School Universidad Europea
Instructor
Marisa Sáenz
Session
November 3, 2025
- December 8, 2025
Language
English
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