Game Strategy and Analytics
( 24 Modules )

Module #1
Introduction to Game Strategy and Analytics
Overview of the importance of strategy and analytics in game development

Module #2
Game Genres and Player Profiles
Analysis of popular game genres and player profiles to inform strategy

Module #3
Game Mechanics and Systems
Understanding game mechanics and systems to inform strategic decisions

Module #4
Data Collection and Storage
Introduction to data collection methods and storage solutions for game analytics

Module #5
Descriptive Analytics for Games
Using descriptive analytics to understand player behavior and game performance

Module #6
Inferential Statistics for Games
Applying inferential statistics to draw conclusions from game data

Module #7
Data Visualization for Game Insights
Techniques for visualizing game data to gain insights and inform strategy

Module #8
Player Segmentation and Clustering
Segmenting and clustering players to identify high-value targets and personalize experiences

Module #9
A/B Testing and Experimentation
Designing and analyzing experiments to inform game development and monetization strategies

Module #10
Predictive Modeling for Churn and Retention
Building predictive models to identify at-risk players and optimize retention strategies

Module #11
Monetization and Revenue Analytics
Analyzing player spending habits and optimizing monetization strategies

Module #12
Game Economy and Balance
Designing and balancing game economies to promote engagement and revenue growth

Module #13
Player Motivation and Engagement
Understanding player motivation and developing strategies to boost engagement

Module #14
Social Network Analysis for Games
Analyzing social networks to inform multiplayer game design and community engagement

Module #15
Game Telemetry and Performance Analysis
Collecting and analyzing game telemetry data to optimize performance and identify areas for improvement

Module #16
Game Development and Agile Analytics
Integrating analytics into agile game development workflows

Module #17
Ethics and Privacy in Game Analytics
Ensuring ethical and privacy-compliant collection and use of game data

Module #18
Game Analytics Tools and Platforms
Overview of popular game analytics tools and platforms

Module #19
Case Studies in Game Analytics
Real-world examples of game analytics in action

Module #20
Team Collaboration and Communication
Effective communication and collaboration between game developers, analysts, and stakeholders

Module #21
Game Analytics for Esports and Competitive Gaming
Application of game analytics in esports and competitive gaming

Module #22
AR and VR Game Analytics
Unique considerations and opportunities for game analytics in AR and VR environments

Module #23
Game Analytics for Mobile and Cross-Platform Games
Specialized analytics considerations for mobile and cross-platform games

Module #24
Course Wrap-Up & Conclusion
Planning next steps in Game Strategy and Analytics career

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Game Strategy and Analytics ( 24 Modules )

Game Strategy and Analytics
( 24 Modules )