Postgraduate Certificate in Quantitative Game Analysis for DHL

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The 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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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

Its importance lies in the growing demand for data-driven decision-making in the gaming industry. With the rise of online gaming, mobile games, and virtual reality, there's an increasing need for professionals who can interpret and apply quantitative data to enhance game design, user experience, and monetization strategies. This course equips learners with essential skills in data analysis, predictive modeling, and game theory, providing a solid foundation for career advancement in this dynamic field. By the end of the course, learners will have a deep understanding of the principles of quantitative game analysis and will be able to apply these skills to real-world gaming scenarios, making them valuable assets in the gaming industry.

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ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Game Analytics Fundamentals: Introduction to quantitative game analysis, data-driven decision making, and key concepts in game telemetry.
โ€ข Data Collection Techniques: Utilizing various data collection methods, including log files, APIs, and player surveys, to gather game data for analysis.
โ€ข Data Processing and Cleaning: Techniques for processing and cleaning raw game data, preparing it for analysis, and identifying and handling missing or incorrect data.
โ€ข Statistical Analysis for Game Data: Applying statistical methods to game data, including descriptive statistics, probability distributions, and hypothesis testing.
โ€ข Data Visualization for Game Analysis: Techniques for visualizing game data, including charts, graphs, and heatmaps, to communicate findings effectively.
โ€ข Machine Learning for Game Data: Introduction to machine learning techniques for game data, including supervised and unsupervised learning, and model evaluation.
โ€ข Game Balancing and Economy Design: Utilizing quantitative game analysis to balance game mechanics and design in-game economies.
โ€ข Player Retention and Monetization Analysis: Analyzing player behavior and engagement to optimize player retention and monetization strategies.
โ€ข Ethics in Game Data Analysis: Examining ethical considerations in game data analysis, including data privacy, security, and informed consent.

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ใ‚ตใƒณใƒ—ใƒซ่จผๆ˜Žๆ›ธใฎ่ƒŒๆ™ฏ
POSTGRADUATE CERTIFICATE IN QUANTITATIVE GAME ANALYSIS FOR DHL
ใซๆŽˆไธŽใ•ใ‚Œใพใ™
ๅญฆ็ฟ’่€…ๅ
ใงใƒ—ใƒญใ‚ฐใƒฉใƒ ใ‚’ๅฎŒไบ†ใ—ใŸไบบ
London School of International Business (LSIB)
ๆŽˆไธŽๆ—ฅ
05 May 2025
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