Программирование на Python

2026/2027

ID 1123216

Статус: Маго-лего

Кто читает: Департамент политологии и международных отношений

Где читается: Санкт-Петербургская школа социальных наук

Охват аудитории: для своего кампуса

Преподаватели: Барыкин Ярослав Андреевич

Язык: русский

Кредиты: 3

Контактные часы: 24

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Аннотация

This course aims to teach students the basics of programming in Python and to demonstrate how coding can be used for practical and academic purposes. Upon completion, students are expected to understand the theoretical basis of Python programming, execute simple scripts, and process data using the Jupyter IDE with packages like pandas.

Цель освоения дисциплины

• To give students a comprehensive overview of the Python programming language
• To develop basic skills of programming in Python
• To develop skills of processing data using Python packages

Планируемые результаты обучения

knows primary data types, operations with them and basic programming constructs
writes and executes simple scripts
knows how to process data using imported packages

Содержание учебной дисциплины

1. Introduction to Python. Jupyter IDE and. ipynb format
2. Basic data types and operations with them
3. Sequences, sets, dictionaries and operations with them
4. Conditional statements
5. Loops and exceptions
6. Functions
7. Processing data using Pandas
8. Processing and visualizing data with Numpy and Matplotlib

Элементы контроля

Final project
A project requires students to look for a data source and conduct its preliminary analysis to answer relevant research questions using course materials
Home Assignments
Intermediate semester work on solving one of the problems related to the social sciences with the help of programming. Based on the materials of past seminars.

Промежуточная аттестация

2026/2027 2nd module
0.6 * Final project + 0.4 * Home Assignments

Список литературы

Авторы

Барыкин Ярослав Андреевич

Программа дисциплины