Ⅰ.
Understanding Sports Big Data by Choi Hyeong-jun

1.
The Fourth Industrial Revolution and Sports Data..............006
2.
Sports Big Data and Data Science...013

Ⅱ.
Understanding Sports Statistics: Choi Chang-hwan and Choi Hyeong-jun

1.
Understanding Sports Statistics Terminology.....................020
2.
Hypothesis Testing and Inferential Statistics...........................036
3.
Understanding Data Mining.................................043

Ⅲ.
Using Sports Data: Cho Seon-mi and Park Ji-hoon

1.
Sports Data Analysis Using Excel............056
2.
Sports Data Science Using Python....088

Ⅳ.
Choi Hyeong-jun, Sports Data and Artificial Intelligence (AI)

1.
Understanding Artificial Intelligence and Machine Learning..................148
2.
Supervised learning, unsupervised learning, reinforcement learning...............154

V.
Jiyeon Kang, Applying Artificial Intelligence Techniques to Sports Data

1.
Data cleansing.................................................158
2.
Application of Supervised Learning.....................................169
3.
Applications of Unsupervised Learning..................................188
4. XAI (eXplainable AI)...................................200
5.
Applications of Reinforcement Learning.....................................206

Ⅵ.
Generative AI Choi Hyeong-jun

1.
Understanding Generative AI................212
2.
The Prospects of Generative AI..................221