Faculty of Science | Department of Statistics | Matrix of Course& Program Qualifications

0 : Does not support 1 : Low-level support 2 : Mid-level support 3 : Top level support

Key Learning Outcomes	1	2	3	4	5	6	7	8	9	10	11	12
Research Techniques	3	3	3	3	3	3	3	3	3	3	3	3
Computer Programming	3	3	3	2	2	3	3	3	0	3	3	0
Object Oriented Programming	2	2	2	2	2	2	2	2	1	2	2	1
Visual Programming	3	3	3	3	3	1	3	3	2	3	2	1
Academic and Life Skills	0	0	0	0	0	0	0	0	0	0	0	0
Volunteering Works	0	0	0	3	2	0	0	0	0	0	0	0
Financial Literacy	0	0	2	2	2	2	0	1	0	0	0	1
Introduction to Professional Life
Coaching and Leadership	0	0	0	0	0	0	0	0	0	0	0	0
Economics	0	0	3	0	1	1	1	0	0	0	0	0
Econometrics	3	3	3	3	2	3	2	3	2	3	2	1
Interpersonal Communication
Academic English III
Academic English IV	0	0	0	0	0	0	0	1	3	0	0	0
Data Structures and Algorithms	3	3	3	2	1	0	2	2	1	3	2	1
Probability II
Statistics I
Statistics II
Statistics Laboratory I
Statistics Laboratory II
Advanced Operation Research	2	1	2	2	0	2	2	1	3	0	0	3
Probability I
Exploratory Data Analysis
Mathematical Statistics I	3	3	3	2	2	2	2	2	2	1	2	1
Mathematical Statistics II	3	3	3	2	2	2	2	2	2	1	2	1
Introduction to R Programming
Introduction to Data Science	3	3	3	2	2	2	2	2	3	3	3	2
Operational Research	3	3	3	1	0	2	2	1	0	3	2	0
Non-Parametric Statistical Methods	2	3	3	3	3	3	2	2	2	2	2	2
Theoretical Hypothesis Testing	3	3	3	3	3	3	1	3	3	3	1	3
Regression Analysis	3	3	3	2	2	2	2	3	2	3	3	2
Sampling	3	3	3	3	3	3	3	3	1	1	3	3
Statistical Packages	3	3	3	2	2	2	3	3	2	3	3	1
Spreadsheets and Databases	3	3	3	3	3	1	3	3	2	3	2	1
Statistical Modelling Techniques	3	3	3	2	2	2	2	2	3	3	2	1
Spatial Statistics	2	3	3	0	1	2	3	2	3	3	3	0
Programming with Python	2	2	2	3	2	1	2	1	2	3	2	1
Database and Management	2	3	3	2	2	2	2	2	2	3	3	1
Decision Theory	2	3	3	3	3	3	2	2	3	2	2	2
Time Series Analysis	3	3	3	3	3	2	2	2	2	2	2	1
Fuzzy Logic	3	3	2	0	0	2	1	1	0	1	0	0
Introduction to Artificial Neural Networks	3	3	3	3	3	3	3	3	2	3	3	1
Demography	3	1	1	1	1	3	3	1	1	1	1	3
Stochastic Processes	3	3	2	2	2	2	2	1	1	2	2	1
Simulation	2	2	2	0	2	1	1	1	2	3	0	0
Machine Learning Methods and Applications	3	3	3	0	0	0	0	0	0	3	0	0
Graduation Project I	3	3	3	3	0	2	3	1	3	3	3	0
Graduation Project I	3	3	3	3	3	3	3	3	2	3	3	3
Graduation Project II	3	3	3	3	3	3	3	3	2	3	3	3
Graduation Project II	3	3	3	3	3	3	3	3	2	3	3	3
Multivariate Statistical Analysis
Multivariate Statistics
Design of Experiment I
Design of Experiment II
Statistical Quality Control	3	3	3	3	3	3	3	3	2	3	3	3
Spreadsheets Applications	3	3	3	2	2	2	2	2	1	3	2	1
Internship	3	3	3	3	3	3	3	3	2	3	3	3
Internship	3	3	3	3	3	3	3	3	2	3	3	3
Introduction to Business	0	1	2	2	2	2	2	1	0	1	1	3
Entrepreneurship	1	0	2	2	1	3	2	0	0	0	0	2
Calculus I
Calculus II
Linear Algebra	0	0	1	0	0	1	0	2	2	0	0	0
Analysis I	3	3	3	3	3	3	3	3	2	2	3	2
Analysis II	3	3	3	3	3	3	3	3	3	2	3	3
Atatürk's Principles and History of Turkish Revolution I
Atatürk's Principles and History of Turkish Revolution II	0	0	0	0	0	1	0	0	0	0	0	0
Turkish Language I	1	1	1	2	2	2	3	1	1	1	2	1
Turkish Language II	2	1	1	3	2	2	3	3	1	1	3	2
Applied Econometrics	2	2	3	1	2	3	2	2	2	3	2	1
Data Visualization

0 : Does not support 1 : Low-level support 2 : Mid-level support 3 : Top level support