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AI for Player Performance and Training

kurs ist nicht verfügbar in Deutsch (Deutschland)

Wir übersetzen es in weitere Sprachen. Sehen Sie sich die Sprachen an, die wir anbieten.

AI for Player Performance and Training

Dieser Kurs ist Teil von Spezialisierung „AI in Sports: The Approach of a Club“

Dozent: Marisa Sáenz

Bei enthalten

Mehr erfahren

4 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

Stufe Anfänger

Empfohlene Erfahrung

2 Wochen zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

4 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

Stufe Anfänger

Empfohlene Erfahrung

2 Wochen zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

Was Sie lernen werden

Apply AI and wearables to enhance athlete performance
Use data analysis to improve athlete training
Leverage AI to optimize team tactics and strategy

Kompetenzen, die Sie erwerben

Kategorie: Athletic Training
Kategorie: Technology Solutions
Kategorie: Process Optimization
Kategorie: Artificial Intelligence
Kategorie: Goal Setting
Kategorie: Data Management
Kategorie: Physical Science
Kategorie: Health Technology
Kategorie: AI Integrations
Kategorie: Predictive Analytics
Kategorie: Injury Prevention
Kategorie: AI Personalization
Kategorie: Organizational Strategy
Kategorie: Talent Recruitment
Kategorie: Medical Equipment and Technology
Kategorie: Competitive Analysis
Kategorie: Data-Driven Decision-Making
Kategorie: Real Time Data
Kategorie: Coaching
Kategorie: Rehabilitation

Wichtige Details

Zertifikat zur Vorlage

Zu Ihrem LinkedIn-Profil hinzufügen

Bewertungen

8 Aufgaben

Unterrichtet in Englisch

91% of learners achieved a positive career outcome

Erfahren Sie, wie Mitarbeiter führender Unternehmen gefragte Kompetenzen erwerben.

Weitere Informationen zu Coursera für Unternehmen

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Erweitern Sie Ihre Fachkenntnisse

Dieser Kurs ist Teil der Spezialisierung Spezialisierung „AI in Sports: The Approach of a Club“

Wenn Sie sich für diesen Kurs anmelden, werden Sie auch für diese Spezialisierung angemeldet.

Lernen Sie neue Konzepte von Branchenexperten
Gewinnen Sie ein Grundverständnis bestimmter Themen oder Tools
Erwerben Sie berufsrelevante Kompetenzen durch praktische Projekte
Erwerben Sie ein Berufszertifikat zur Vorlage

In diesem Kurs gibt es 4 Module

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.

Moduldetails

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.

Das ist alles enthalten

6 Videos3 Lektüren2 Aufgaben1 Diskussionsthema

6 VideosInsgesamt 42 Minuten

Introduction to Course 2: AI for training and player performance5 Minuten
Case Study: the Oura Ring7 Minuten
Case Study: Playermaker6 Minuten
Wearables: Tech Examples and Key Concepts10 Minuten
Benefits and Challenges of Wearables9 Minuten
Case Study: Coach Whisperer6 Minuten

3 LektürenInsgesamt 120 Minuten

Complementary Resources on Introduction to Wearable Technology20 Minuten
Complementary Resources on Data Collection and Metrics Monitored60 Minuten
Complementary Resources on Benefits and Challenges of Wearables40 Minuten

2 AufgabenInsgesamt 60 Minuten

Wearables and Data Collection30 Minuten
Wearables and Data Collection30 Minuten

1 DiskussionsthemaInsgesamt 10 Minuten

Wearables and Data Collection10 Minuten

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.

Das ist alles enthalten

6 Videos3 Lektüren2 Aufgaben1 Diskussionsthema

6 VideosInsgesamt 46 Minuten

From Reaction to Proactive Prevention7 Minuten
Integrated AI Solutions and Sustainable Data-Driven Recovery11 Minuten
A real-life example: Thibaut Courtois anterior cruciate ligament (ACL) case study7 Minuten
Real Madrid's use case for injury prevention: Olocip9 Minuten
Real Madrid’s use case for recovery: TRAK8 Minuten
Real Madrid's use case for wellness: Starpool5 Minuten

3 LektürenInsgesamt 40 Minuten

Complementary Resources on The Role of Technology in Injury Prevention15 Minuten
Complementary Resources on Recovery Tools and Strategies15 Minuten
Complementary Resources on Applications of AI and Data Analytics in Injury Prevention and Recovery10 Minuten

2 AufgabenInsgesamt 60 Minuten

Injury Prevention and Recovery30 Minuten
Injury Prevention and Recovery30 Minuten

1 DiskussionsthemaInsgesamt 10 Minuten

Injury Prevention and Recovery10 Minuten

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.

Das ist alles enthalten

6 Videos2 Lektüren2 Aufgaben1 Diskussionsthema

6 VideosInsgesamt 38 Minuten

Artificial intelligence in player scouting and transfer decisions6 Minuten
Artificial intelligence in player scouting and transfer decisions 27 Minuten
Personalised training programs6 Minuten
SMART Goals and Use Cases5 Minuten
Deep Dive6 Minuten
Key Concepts8 Minuten

2 LektürenInsgesamt 100 Minuten

Complementary Resources on AI in Player Scouting and Transfer Decisions40 Minuten
Complementary Resources on Personalised Training Programs60 Minuten

2 AufgabenInsgesamt 60 Minuten

Optimizing team management & personalization in training30 Minuten
Optimizing team management & personalization in training30 Minuten

1 DiskussionsthemaInsgesamt 10 Minuten

Optimizing team management & personalization in training10 Minuten

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.