Akademik Dersler - Tanıtım

Last Updated: 30/09/2026

Code - Course Title	Course Type	Laboratory + Practice	ECTS
KİM664 - Chemometric Techniques for Quantitative Analysis	I. SEMESTER	3 +0	7.5

Language of Instruction	Türkçe
Course Type	Elective Courses
Course Instructor(s)	DR. ÖĞR. ÜYESİ SAKİNE ATİLA KARACA
Mode of Delivery	The mode of delivery of this course is face to face
Place of Delivery
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Prerequisites	Prerequisites and co-requisites are not required to take the course.
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Work Placement
Aims of the Course

Weeks	Learning Outcomes	Topics	Teaching Methods
Week - 1		Introduction to Chemometrics
Week - 2		Basic Approaches
Week - 3		Collecting and Creating Some Data; Data sources, Data matrices, Data sets, Training sets
Week - 4		Collecting and Creating Some Data; Data sources, Data matrices, Data sets, Training sets
Week - 5		Basics of MS-Excel: Creating functions, Creating graphs
Week - 6		Basics of MS-Excel: Creating functions, Creating graphs
Week - 7		Classical Least Squares
Week - 8		Inverse Least Squares
Week - 9		Factor Spaces
Week - 10		Discriminative Analysis
Week - 11		Principal Component Regression
Week - 12		Principal Component Regression (PCR)
Week - 13		Partial Least Squares (PLS)
Week - 14		The Techniques In Action: Quantitative analysis, Purity analysis

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Assessment Method and Passing Requirements
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