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BUS 3830 Data Modeling and Mining
OVERVIEW
CEA CAPA Partner Institution: SKEMA Business School
Location: French Riviera: Antibes, France
Primary Subject Area: Business
Other Subject Area: Finance
Instruction in: English
Transcript Source: TBD
Course Details: Level 300
Recommended Semester Credits: 3
Contact Hours: 45
Prerequisites: CSE 2301, BUS 2702
DESCRIPTION
The course emphasizes skills on data management and computational modeling. Students will be able to run analysis on business and financial processes. They will deal with practical issues in banking, insurance, marketing, total quality management... By the end of this course, students will manage to select the most appropriate model, perform simulation techniques using advanced Excel skills and statistical software. A part of the course focuses on optimization problems (univariate and multivariate models), maximum likelihood, linear programming as well as Monte Carlo methods and option pricing. Furthermore, students will use the main data mining techniques to identify patterns from numerous data. then, it leads to the ability of interpreting and connecting the results to realistic strategies.
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