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Oxford University Press Copyright Information

This course has been created by Educative based on a book published by Oxford University Press. Oxford University Press does not make any representation or warranty as to the elements of the course (including interactive elements) added by Educative or accept responsibility for the accuracy, currency or completeness of such elements of the course.

ISBN: 9780192897886

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Getting Started

Introduction to Game Data Science

Data Preprocessing

Introduction to Statistics and Probability Theory

Data Abstraction

Data Analysis through Visualization

Clustering Methods in Game Data Science

Supervised Learning in Game Data Science

Model Validation and Evaluation

Introduction to Neural Networks

Sequence Analysis of Game Data

Advanced Sequence Analysis

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

Conclusion and Remarks

Appendix A: Game Used in the Book

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