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AI for Player Performance and Training · LearnSpace
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AI for Player Performance and Training

Курс от Real Madrid Graduate School Universidad Europea
Начальный≈ 15 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

Artificial IntelligenceAI PersonalizationInjury PreventionReal Time DataAthletic TrainingData ManagementTechnology SolutionsOrganizational StrategyPhysical ScienceProcess OptimizationMedical Equipment and TechnologyRehabilitationHealth TechnologyTalent RecruitmentData-Driven Decision-MakingGoal SettingSports MedicineCoachingCompetitive AnalysisPredictive Analytics

Программа курса

4 модулей · 47 учебных материалов

01Wearables and Data Collection12 материалов

Introduction to Wearable Technology

Introduction to Course 2: AI for training and player performanceВидеоCase Study: the Oura RingВидеоComplementary Resources on Introduction to Wearable TechnologyЧтение

Data Collection and Metrics Monitored

Case Study: PlayermakerВидео

Учитесь у экспертов

Marisa Sáenz

Преподаватель курса

AI for Player Performance and Training
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Обучение на Coursera

≈ 15 ч

4 модулей

Язык: Английский

Субтитры: Венгерский

Часть программы вашего университета
Wearables: Tech Examples and Key ConceptsВидео
Complementary Resources on Data Collection and Metrics MonitoredЧтение

Benefits and Challenges of Wearables

Benefits and Challenges of WearablesВидеоCase Study: Coach WhispererВидеоComplementary Resources on Benefits and Challenges of WearablesЧтение

Assignments

Wearables and Data CollectionЗаданиеWearables and Data CollectionЗаданиеWearables and Data CollectionОбсуждение
02Injury Prevention and Recovery12 материалов

The Role of Technology in Injury Prevention

From Reaction to Proactive PreventionВидеоIntegrated AI Solutions and Sustainable Data-Driven RecoveryВидеоComplementary Resources on The Role of Technology in Injury PreventionЧтение

Recovery Tools and Strategies

A real-life example: Thibaut Courtois anterior cruciate ligament (ACL) case studyВидеоReal Madrid's use case for injury prevention: OlocipВидеоComplementary Resources on Recovery Tools and StrategiesЧтение

Applications of AI and Data Analytics in Injury Prevention and Recovery

Real Madrid’s use case for recovery: TRAKВидеоReal Madrid's use case for wellness: StarpoolВидеоComplementary Resources on Applications of AI and Data Analytics in Injury Prevention and RecoveryЧтение

Assignments

Injury Prevention and RecoveryЗаданиеInjury Prevention and RecoveryЗаданиеInjury Prevention and RecoveryОбсуждение
03Optimizing team management & personalization in training11 материалов

AI in Player Scouting and Transfer Decisions

Artificial intelligence in player scouting and transfer decisionsВидеоArtificial intelligence in player scouting and transfer decisions 2ВидеоComplementary Resources on AI in Player Scouting and Transfer DecisionsЧтение

Personalised Training Programs

Personalised training programsВидеоSMART Goals and Use CasesВидеоComplementary Resources on Personalised Training ProgramsЧтение

Case Studies

Deep DiveВидеоKey ConceptsВидео

Assignments

Optimizing team management & personalization in trainingЗаданиеOptimizing team management & personalization in trainingЗаданиеOptimizing team management & personalization in trainingОбсуждение
04Game Strategy and Tactics12 материалов

AI for Pre-Game Strategy Development

AI for Pre-Game Strategy Development: theoryВидеоAI for Pre-Game Strategy Development: tech examplesВидеоComplementary Resources on AI for Pre-Game Strategy DevelopmentЧтение

In-Game Adjustments Using Real-Time Data

In-Game Adjustments Using Real-Time Data: theoryВидеоCase Study: StatsPerformВидеоComplementary Resources on In-Game Adjustments Using Real-Time DataЧтение

Post-Game Analysis for Future Strategy

Post-Game Analysis for Future Strategy: theoryВидеоPost-Game Analysis for Future Strategy: tech examplesВидеоComplementary Resources on Post-Game Analysis for Future StrategyЧтение

Assignments

Game Strategy and TacticsЗаданиеGame Strategy and TacticsЗаданиеGame Strategy and TacticsОбсуждение