Applied IT Engineering

M.Sc - PG

3–6 Months

Masters of Science Programes

Course Overview

The course introduces students to programming in Python, programming environments, and cloud computing tools for solving engineering, design, and research problems. Students learn version control (git), environment setup and management, and use of tools such as Jupyter Notebook, VS Code, PyCharm, and Google Colab. Core programming concepts include data types, control structures, object-oriented programming, and key Python libraries (NumPy, Pandas, Matplotlib, SciPy, SymPy, Scikit-learn). The course emphasizes exploratory data analysis, numerical methods, symbolic computation, and introductory machine learning, with practical tasks implemented in Python and cloud-based environments.

Main Goal

To equip students with knowledge and practical skills in Python programming, computational tools, and cloud technologies for solving analytical, design, and research problems in engineering.

Skills to be Gained

– Proficiency in Python programming and use of programming environments
– Competence in exploratory data analysis and visualization
– Skills in numerical and symbolic computations using Python libraries

Practical Notes

Contact details: patryk.jasik@pg.edu.pl

Date:

October 2025

Period:

Expected duration:

3–6 Months

Format:

Hybrid

Level:

Intermediate

Language of instruction:

Hybrid

Requirements:

Basic knowledge of mathematics and physics.

Teaching and assessment methods:

Lectures (15h), laboratories (45h), and project (15h). Assessment based on project (50%) and two programming tests (50%).

Registration Price:

To be confirmed

Registration deadline:

To be confirmed

Instructors

Patryk Jasik