Courses in the Department of Statistics | YTU Faculty of Arts and Sciences Skip to main content

Courses in the Department of Statistics

Pursuant to Article 4 of Faculty Council Resolution No. 2025/03 dated September 16, 2025, the syllabi for the courses included in our departments’ curricula (Course Information Forms) have been updated, and the durations listed in the forms may be modified by the relevant faculty members as needed.

IST1011 Machine Learning IST1012 Programming with Python IST1013 Introduction to Statistical Learning IST1081 Introduction to Computer Programming IST1131 Introduction to Probability IST1132 Probability IST1141 Introduction to Statistics IST1142 Statistics IST1172 Scientific Thinking and Statistics IST2022 Mathematical Statistics IST2041 Basic Business Concepts for Statisticians IST2072 Statistical Analysis with MATLAB IST2081 Sampling 1 IST2082 Biostatistics IST2092 Statistical Simulation IST2121 Introduction to Mathematical Statistics IST2122 Statistical Applications with Python IST2131 Computer Programming IST2142 Database IST2152 Sampling 2 IST2161 Professional English 1 IST2162 Professional English 2 IST2170 Current Applications in Statistics IST2252 Data Analysis IST3011 Optimization IST3012 Operations Research 1 IST3050 Survey Design IST3060 Bayesian Statistics IST3082 Parameter Estimation and Hypothesis Testing in Statistics IST3092 Linear Models IST3102 Econometrics IST3110 R for Statistical Applications IST3121 Regression Analysis 1 IST3122 Regression Analysis 2 IST3130 Decision Theory IST3131 Research Methods IST3132 Stochastic Processes IST3141 Nonparametric Statistical Methods IST3142 Experimental Design IST3150 Visual Programming IST3152: Use of Statistical Software Packages IST3160 Introduction to Actuarial Science IST3162 Introduction to Big Data Analysis IST3170 Algorithm Techniques Statistics with the IST3210 SAS Program IST3252 Numerical Analysis IST4000 Capstone Project IST4111 Multivariate Statistics 1 IST4120 Market Research Techniques IST4130 Web Programming IST4132 Multivariate Statistics 2 IST4140 Fuzzy Logic IST4141 Quantitative Analysis of the Turkish Economy IST4152 Advanced Programming IST4171 Data Classification Methods IST4211 Time Series IST4220 Statistical Quality Control IST4221 GIS Applications in Statistics IST4232 Operations Research 2 IST4241 Experimental Design 2 IST4242 Introduction to Categorical Data Analysis IST4322 Applied Panel Data Analysis IST4412 Introduction to Data Mining IST4422 Applied Optimization IST4512 Robust Estimation Methods and R Applications