Course ID:
Course Code & Number
ADA 442
Course Title
Statistical Learning
Level
BS
Credit Hours/ ECTS Credits
(3+0+0) 3 TEDU Credits, 6 ECTS Credits
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Pre-requisite / Co-requisite::
Pre-requisites: ADA 423
Co-requisites: NONE
Catalog Description
Statistical Learning, Linear Methods and Regularization, Classification, Resampling Methods, Non-linear Methods, Treebased Models, Applications using R.
Course Objectives
Software Usage
Course Learning Outcomes
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Assessment Methods and Criteria Others:
Design Content
Recommended Reading
Required Reading
Grading
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