• A
  • A
  • A
  • АБB
  • АБB
  • АБB
  • А
  • А
  • А
  • А
  • А
Обычная версия сайта
2026/2027

Введение в Python

Статус: Маго-лего
Онлайн-часы: 40
Охват аудитории: для всех кампусов НИУ ВШЭ
Язык: русский
Кредиты: 3
Контактные часы: 14

Программа дисциплины

Аннотация

This course aims to teach everyone the basics of programming computers using Python. We cover the basics of how one constructs a program from a series of simple instructions in Python. The course has no pre-requisites and avoids all but the simplest mathematics. Anyone with moderate computer experience should be able to master the materials in this course. This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the Python built-in data structures such as lists, dictionaries, and tuples to perform increasingly complex data analysis.
Цель освоения дисциплины

Цель освоения дисциплины

  • This course aims to teach everyone the basics of programming computers using Python. We cover the basics of how one constructs a program from a series of simple instructions in Python.
Планируемые результаты обучения

Планируемые результаты обучения

  • Installing and using Python
  • Strings Processing in Python
  • Variables and expressions
  • Use Loop and Conditional Statements
  • Definition of functions in Python
  • Files Processing in Python
  • The Concept of "dictionary" in Python
  • The Concept of "list" in Python
  • The Concept of "tuple" in Python
  • Regular expressions in Python
  • Classes and Objects in Python
Содержание учебной дисциплины

Содержание учебной дисциплины

  • Intro-01. Python basics. Variables, expressions and statements.
  • Intro-02. Python control structures.
  • Intro-03. Functions.
  • Intro-04. Files
  • Intro-05. Data structures.
  • Intro-06. Regular Expressions
  • Intro-07. Object-Oriented Programming
Элементы контроля

Элементы контроля

  • неблокирующий Final test - 2
    A mix of multiple choice questions and open-ended questions.
  • неблокирующий The entrance test
    A multiple choice question test. One answer is correct.
  • неблокирующий Final test - 1
    A mix of multiple choice questions and open-ended questions.
  • неблокирующий Creative assignment
    Preparation of a two‑minute video clip on the topic “Python in data science”. The use of AI is prohibited. It is recommended to use screen recording tools. Copying video materials from other clips is allowed, but not more than 25 percent. The author is always present on screen and provides comments in Russian. The use of one’s own code in examples is encouraged.
Промежуточная аттестация

Промежуточная аттестация

  • 2026/2027 1st module
    Each student chooses one of two options: the course grade is determined based on the results of the entrance test (the score obtained for the test is indicated) or based on the results of two final tests and a creative assignment. The grade is based on the minimum score obtained for these assessment elements (the entrance test is not taken into account).
Список литературы

Список литературы

Рекомендуемая основная литература

  • Severance, C. (2016). Python for Everybody : Exploring Data Using Python 3. Place of publication not identified: Severance, Charles. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsotl&AN=edsotl.OTLid0000336

Рекомендуемая дополнительная литература

  • Python for data analysis : data wrangling with pandas, numPy, and IPhython, Mckinney, W., 2017

Авторы

  • Поляков Константин Львович