Game Data Science Using R

Getting Started

1 Lesson

Introduction to Game Data Science

12 Lessons

Data Preprocessing

10 Lessons

Introduction to Statistics and Probability Theory

10 Lessons

Data Abstraction

8 Lessons

Data Analysis through Visualization

9 Lessons

Clustering Methods in Game Data Science

21 Lessons

Supervised Learning in Game Data Science

23 Lessons

Model Validation and Evaluation

11 Lessons

Introduction to Neural Networks

10 Lessons

Sequence Analysis of Game Data

14 Lessons

Advanced Sequence Analysis

13 Lessons

Case Study: Tom Clancy's The Division (TCTD)

5 Lessons

Conclusion and Remarks

3 Lessons

Appendix A: Game Used in the Book

1 Lesson