Перейти к содержимому
Undergraduate · 4 years

Mathematical and computer modeling

Describe real-world processes using mathematical models and explore them using computational methods. The program combines fundamental mathematics, programming, and machine learning. Specialized areas include financial mathematics, engineering mathematics, and biocomputing.

Language
English
Tuition
from 1,479,000 ₸

About the program

Transform real processes into accurate models

Learn to translate problems from finance, biology, medicine, and physics into the language of equations and algorithms. You'll master numerical methods, Python, C++, MATLAB, and the computer implementation of mathematical models.

What you will learn

  • Develop mathematical models
  • Programming in Python, C++, and MATLAB
  • Solve differential equations
  • Apply numerical methods
  • Analyze data and make forecasts
  • Use machine learning methods
  • Model the processes of the selected industry
  • Check the accuracy and stability of models

Учебный план

Что вы будете изучать

From fundamental mathematics and programming to machine learning and modeling of financial, biological, or physical-chemical processes.

1 year

Math and code

  1. 01 Linear algebra
  2. 02 Mathematical analysis
  3. 03 Probability theory
  4. 04 Python and C++ programming
2 year

Modeling methods

  1. 01 Differential equations
  2. 02 Numerical analysis
  3. 03 Equations of mathematical physics
  4. 04 Statistics for Data Analysis in Python
3 year

Data and Calculations

  1. 01 Machine learning
  2. 02 Business statistics
  3. 03 Nonlinear optimization
  4. 04 Computer modeling in MATLAB
4 year

Applied direction

  1. 01 Modeling financial problems
  2. 02 Modeling of biological processes
  3. 03 Modeling of physical processes

Career

Where graduates work

Graduates develop mathematical and software models, analyze data, and create computational solutions for business, science, and technology. Graduates can work in IT companies, financial institutions, industry, research centers, and medical and biotechnology projects. Possible positions:

  • Mathematical Modelling Specialist
  • Data Analyst
  • Business Analyst
  • Software Developer
  • Research Engineer
  • Risk Analyst
  • Machine Learning Specialist
  • Big Data Specialist
  • software engineer
  • software designer
  • machine learning specialist
  • data analyst
  • ICT business analyst
  • specialist in mathematical and computer modeling
  • financial and risk modeling specialist
  • Big Data Architect
  • researcher in the field of artificial intelligence and computational methods.

Готовы начать путь в IT?

Узнайте больше о передовых образовательных программах IITU, требованиях к поступлению и начните процесс подачи документов уже сегодня.

Версия сайта для слабовидящих