Certificate Programs | YTÜ Department of Statistics Skip to main content

Certificate Programs

General Information:

  • Certificate programs are not a graduation requirement.
  • Any student who wishes to do so may enroll in any certificate program of their choice without any prerequisites.
  • Students need only take the number of courses required to reach the minimum ECTS credits for the certificate they wish to earn.
  • Click here to view the certificate program rules and regulations


 

Data Science Certificate Program

The Data Science Certificate aims to equip students with strong statistical knowledge and analytical skills, thereby developing their ability to effectively analyze large datasets. This certificate program provides students with an in-depth understanding of how to generate data-driven solutions using modern data science tools. The Data Science Certificate portfolio is listed in the table below.

 
IST2122Statistical Applications with Python
IST2152Sampling 2
IST3060Bayesian Statistics
IST3122Regression Analysis 2
IST3130Decision Theory
IST3162Introduction to Big Data Analysis
IST3210Statistics Using SAS
IST4120Market Research Techniques
IST4132Multivariate Statistics 2
IST4171Data Classification Methods
IST4242Introduction to Categorical Data Analysis
IST4412Introduction to Data Mining
IST4422Applied Optimization
IST4512Robust Estimation Methods and R Applications
MBG4181Biological Data Analysis and Imaging
IST1011Machine Learning
IST1013Introduction to Statistical Learning
FIZ1120Data Analysis Methods in High-Energy Physics
IST9710Transfer Course 1
IST9901Professional Training in Business 1
IST4000Capstone Project
IST3002Professional Internship
InternshipElective Internship


 

Certificate Program in Financial Statistical Methods

The Certificate in Financial Statistical Methods aims to help students develop the skills to understand, interpret, and analyze financial data. This certificate program emphasizes the ability to effectively use statistical methods to make financial decisions and manage risks, and provides students with a strong analytical foundation in the financial sector. The Financial Statistics Methods Certificate program is listed in the table below.

IST2170Current Applications of Statistics
IST3082Parameter Estimation and Hypothesis Testing in Statistics
IST3110Statistical Applications with R
IST3122Regression Analysis 2
IST3130Decision Theory
IST3132Stochastic Processes
IST3160Introduction to Actuarial Science
IST4140Fuzzy Logic
IST4232Operations Research 2
IST4322Applied Panel Data Analysis
IST4412Introduction to Data Mining
IST4422Applied Optimization
MAT4320Mathematics for Finance and Management
IST1011Machine Learning
IST1013Introduction to Statistical Learning
IST9710Transfer Course 1
IST9901Professional Training in Business 1
IST4000Capstone Project
IST3002Professional Internship
InternshipElective Internship


 

Certificate Program in Statistics for Health Sciences

The Certificate in Statistics in Health Sciences aims to equip students with the ability to successfully apply statistical methods in the health field. It offers a comprehensive education focused on the application of statistical methodologies in the health sciences for students who wish to develop a deep understanding of the analysis and interpretation of health data. The Statistics in Health Sciences Certificate program is listed in the table below.

IST2082Biostatistics
IST2152Sampling 2
IST2170Current Applications in Statistics
IST3050Survey Design
IST3060Bayesian Statistics
IST3082Parameter Estimation and Hypothesis Testing in Statistics
IST3110Statistical Applications with R
IST3130Decision Theory
IST3152Use of Statistical Software Packages
IST3162Introduction to Big Data Analysis
IST4132Multivariate Statistics 2
IST4171Data Classification Methods
IST4241Experimental Design 2
IST4242Introduction to Categorical Data Analysis
MBG4181Biological Data Analysis and Imaging
IST1011Machine Learning
IST9710Transfer Course 1
IST9901Vocational Training in Business 1
IST4000Capstone Project
IST3002Professional Internship
InternshipElective Internship


 

Theoretical Statistics Certificate Program

The Theoretical Statistics Certificate aims to equip students with the ability to deeply understand fundamental theoretical topics in the field of statistics and to apply these theories by combining them with analytical skills. It focuses on significantly enhancing students’ analytical skills by strengthening their statistical thinking processes and providing a solid theoretical foundation for handling complex datasets. The Theoretical Statistics Certificate program is listed in the table below.

IST1172Scientific Thinking and Statistics
IST2092Statistical Simulation
IST3092Linear Models
IST3132Stochastic Processes
IST3152Use of Statistical Software Packages
IST3170Algorithm Techniques
IST3210Statistics with SAS
IST4152Advanced Programming
IST4241Experimental Design 2
IST4220Statistical Quality Control
IST4221Use of GIS in Statistics
IST4120Market Research Techniques
IST4322Applied Panel Data Analysis
IST4512Robust Estimation Methods and R Applications
KİM2582Statistical Methods in Chemistry
FEF2000Scientific Research Methods and Writing Skills
IST9710Transfer Course 1
IST9901Professional Training in Business 1
IST4000Capstone Project
IST3002Professional Internship
InternshipElective Internship