Certificate in Sports Data & AI Fundamentals

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The Certificate in Sports Data & AI Fundamentals is a comprehensive course designed to equip learners with essential skills in sports analytics and artificial intelligence. This program emphasizes the importance of data-driven decision-making in the sports industry, a rapidly growing field with increasing demand for qualified professionals.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

Throughout the course, learners will gain hands-on experience with various tools and techniques used in sports analytics, including data visualization, statistical analysis, and machine learning algorithms. They will also explore the ethical considerations and potential impacts of AI on the sports industry. Upon completion, learners will be prepared to enter or advance in the sports analytics field, possessing a solid foundation in the essential skills required to analyze and interpret sports data, communicate insights effectively, and make data-driven decisions that can positively impact team performance and fan engagement. This certification is a valuable asset for anyone looking to enhance their career prospects in the exciting world of sports data and AI.

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ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Introduction to Sports Data & AI: Basics of sports data, its collection, and analysis. Overview of artificial intelligence and its application in sports.
โ€ข Data Collection Methods: Techniques for collecting sports data, including optical tracking, wearable devices, and manual data entry.
โ€ข Data Analysis Techniques: Descriptive and inferential statistics, data visualization, and machine learning techniques for analyzing sports data.
โ€ข Player and Team Performance Metrics: Introduction to advanced metrics such as expected goals, player efficiency rating, and win probability.
โ€ข AI in Sports: Use Cases: Real-world examples of AI in sports, including injury prevention, player performance analysis, and game strategy.
โ€ข Ethics in Sports Data & AI: The ethical implications of using data and AI in sports, including privacy concerns, bias, and transparency.
โ€ข Building a Sports Data & AI System: Designing and implementing a sports data and AI system, including data storage, processing, and analysis.
โ€ข Communicating Data Insights: Communicating data insights effectively to coaches, players, and other stakeholders.
โ€ข Future of Sports Data & AI: Emerging trends and future applications of data and AI in sports.

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ใ‚ตใƒณใƒ—ใƒซ่จผๆ˜Žๆ›ธใฎ่ƒŒๆ™ฏ
CERTIFICATE IN SPORTS DATA & AI FUNDAMENTALS
ใซๆŽˆไธŽใ•ใ‚Œใพใ™
ๅญฆ็ฟ’่€…ๅ
ใงใƒ—ใƒญใ‚ฐใƒฉใƒ ใ‚’ๅฎŒไบ†ใ—ใŸไบบ
London School of International Business (LSIB)
ๆŽˆไธŽๆ—ฅ
05 May 2025
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