Statistical Data Mining
Learning Outcomes
On successful completion of this Course, students will be able to: Describe data management and statistical analysis using R; Discuss several study cases in data mining; Demonstrate data mining using R in several application.
Topics
- Data management
- Common statistical procedures
- Advanced applications
- Study Case: Predicting Algae Blooms
- Study Case: Predicting Stock Market Returns
- Study Case: Detecting Fraudulent Transaction
- Study Case: Classying Microarray Samples.
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