Description of Individual Course Units
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Offered By |
Computer Engineering (English) |
Level of Course Unit |
First Cycle Programmes (Bachelor's Degree) |
Course Coordinator |
ASSOCIATE PROFESSOR ZERRIN IŞIK |
Offered to |
Computer Engineering (English) |
Course Objective |
The aim of this course is to provide students with the theoretical basis of machine learning algorithms and practical application of them on real-world data sets. |
Learning Outcomes of the Course Unit |
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Mode of Delivery |
Face -to- Face |
Prerequisites and Co-requisites |
None |
Recomended Optional Programme Components |
None |
Course Contents |
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Recomended or Required Reading |
Text Book: Fundamentals of Machine Learning for Predictive Data Analytics, John Kelleher, Brian Mac Namee, Aoife D'Arcy, The MIT Press, 2020 |
Planned Learning Activities and Teaching Methods |
Lectures / Presentation |
Assessment Methods |
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Further Notes About Assessment Methods |
None |
Assessment Criteria |
Learning outcome 1, 2 and 3 will be evaluated in exam. |
Language of Instruction |
English |
Course Policies and Rules |
To be announced. |
Contact Details for the Lecturer(s) |
Assoc.Prof.Dr. Zerrin IŞIK |
Office Hours |
TBA |
Work Placement(s) |
None |
Workload Calculation |
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Contribution of Learning Outcomes to Programme Outcomes |
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