Detailed Course Information |
Fall 2025 Semester
Dec 05, 2025 |
|
 |
||
 | Select the desired Level or Schedule Type to find available classes for the course. |
| GSND 6350 - Data-Driven Game Design |
|
Introduces the topic of game data science and the process of analysis with data science. Focuses on defining and understanding the player experience using game log data. Examines how gameplay data can be used to discover and communicate player behavioral patterns with the goal of supporting decision management, driving action, and/or improving game quality. Covers the fundamental tools, methods, and principles of game data science and data-driven player modeling including the knowledge-discovery process, data collection, feature extraction and selection, pattern recognition to aid in prediction and churn analysis, visualization, and reporting. Covers analytics across game forms, notably online games and delivery platforms. Presents analytical tools and visualization tools that analysts use within the game development pipeline.
4.000 Credit hours 4.000 Lecture hours Levels: Graduate Schedule Types: Seminar Art and Design Department Course Attributes: GS Col of Arts, Media & Design Restrictions: Must be enrolled in one of the following Levels: Graduate Must be enrolled in one of the following Colleges: Coll of Soc Sci & Humanities College of Engineering College of Science Coll of Arts, Media & Design Khoury Coll of Comp Sciences |
| Return to Previous | New Search |
|