Postgraduate Certificate in Quantitative Game Analysis for DHL
-- ViewingNowThe Postgraduate Certificate in Quantitative Game Analysis is a comprehensive certificate course, specifically designed for DHL. This program emphasizes the application of mathematical models and statistical methods to the analysis of games and interactive entertainment.
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โข Game Analytics Fundamentals: Introduction to quantitative game analysis, data-driven decision making, and key concepts in game telemetry.
โข Data Collection Techniques: Utilizing various data collection methods, including log files, APIs, and player surveys, to gather game data for analysis.
โข Data Processing and Cleaning: Techniques for processing and cleaning raw game data, preparing it for analysis, and identifying and handling missing or incorrect data.
โข Statistical Analysis for Game Data: Applying statistical methods to game data, including descriptive statistics, probability distributions, and hypothesis testing.
โข Data Visualization for Game Analysis: Techniques for visualizing game data, including charts, graphs, and heatmaps, to communicate findings effectively.
โข Machine Learning for Game Data: Introduction to machine learning techniques for game data, including supervised and unsupervised learning, and model evaluation.
โข Game Balancing and Economy Design: Utilizing quantitative game analysis to balance game mechanics and design in-game economies.
โข Player Retention and Monetization Analysis: Analyzing player behavior and engagement to optimize player retention and monetization strategies.
โข Ethics in Game Data Analysis: Examining ethical considerations in game data analysis, including data privacy, security, and informed consent.
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