Course ID:
Course Code & Number
ADS 542
Course Title
Statistical Learning
Level
MS
Credit Hours/ ECTS Credits
(3+0+0) 3 TEDU Credits, 7.5 ECTS Credits
Year of Study:
Semester:
Type of Course:
Mode of Delivery:
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Pre-requisite / Co-requisite::
Pre-requisites: NONE
Co-requisites: NONE
Catalog Description
Statistical Learning, Linear Methods and Regularization, Classification, Resampling Methods, Non-linear Methods, Tree-based Models, SPM, Unsupervised Learning, Applications using R
Course Objectives
Software Usage
Course Learning Outcomes
Learning Activities and Teaching Methods:
Assessment Methods and Criteria:
Assessment Methods and Criteria Others:
Design Content
Recommended Reading
Required Reading
Grading
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Course Coordinator:
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Course & Program Learning Outcome Matching: