Course detail
Programming in Python
FSI-TPY Acad. year: 2025/2026 Winter semester
This course covers the basics of the Python programming language, with a focus on its practical applications in engineering.
Language of instruction
Czech
Number of ECTS credits
2
Supervisor
Department
Entry knowledge
Basic computer literacy at a high school level is assumed.
Rules for evaluation and completion of the course
Attendance at lectures is encouraged, and participation in exercises is mandatory. Classes follow a weekly schedule, and credit is awarded based on completing a script simulating a simple physics task.
Aims
The goal is to develop proficiency in using Python for engineering practice.
The study programmes with the given course
Programme B-FIN-P: Physical Engineering and Nanotechnology, Bachelor's, compulsory-optional
Type of course unit
Lecture
13 hours, optionally
Syllabus
- Introduction to Python
- Version control with Git
- Lists, tuples, dictionaries
- Numpy for vectors and matrices, matrix operations, and index expressions
- Control structures
- Matplotlib for plotting points, curves, surfaces, and data plots
- Input and output of data, including working with text and regular expressions
- Functions, including built-in and user-defined functions, parameter types, and recursion
- Numerical derivation, integration, and ODR solutions
- Introduction to object-oriented programming
- Application of the object-oriented approach to solving n-body problems
- Optimization tasks
- Overview of Python packages
Computer-assisted exercise
13 hours, compulsory
Syllabus
- Installing Python – Anaconda and ChatGPT
- Version control using GitHub
- Lists, tuples, dictionaries
- Numpy for vectors and matrices, matrix operations, and index expressions
- Control structures
- Matplotlib for plotting points, curves, surfaces, and data plots
- Input and output of data, including working with text and regular expressions
- Functions, including built-in and user-defined functions, parameter types, and recursion
- Numerical derivation, integration, and ODR solutions
- Application of the object-oriented approach to solving n-body problems
- Optimization tasks
- Semester project
- Submission of semester project