95-879 Agentic AI:Safety, Security & Governance
6 units, Carnegie Mellon University
With the proliferation of mobile technology (WiFi, mobile APP, wearable devices, etc.) making inroads into the enterprises and industries, the ability to understand, analyze and interpret businesses from Big Mobile Data has become increasingly more important today. This class aims to equip you with highly demanded mobile data analytics skills in the current job market. This course, first will cover the basics in mobile communication, data mining and database management, second will introduce the techniques for mobile mining, behavior modeling, and data visualization, third the business intelligence such as advertising, recommendation, and marketing from mobile data analysis and behavior modeling will be well-studied. The linkage between social behavior and mobile trajectory will be the cutting-edge research introduction. Many case studies and demo systems will let the study experience in-depth and exciting. We will analyze real-world business data such as mobile communication data, transportation data, mobile APP usage data, finance transaction data, etc. Time permits, we will also introduce some advanced economic and predictive models in analyzing mobile markets. Prior programming skill is not required. Throughout the class business insights and techniques from several market leaders such as Google, Microsoft, Twitter, Facebook, Yahoo and Pingan Insurance will be revealed. In this course, we can hand on the mobile data, analyze the mobile data and ask for business value from the mobile data.
Prerequisites: none listed
Offered: Spring 2027
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