Foundations of Data Analysis

Faculty:

Vera Ivanova

Fall 2025: September 1, 2025 – December 19, 2025

Schedule: Mon, Thu 16:10 – 17:30 CET | 10:10 – 11:30 EDT

Subject: CMSC

Level: 100

Credits: 4 US / 8 ECTS

Max Enrollment: 22

Language of Instruction: English

Prerequisites:No

This course is a practical introduction to data analysis and is designed for students with various academic backgrounds who want to acquire fundamental skills in working with data. The course introduces basic methods and tools for processing and analyzing data, as well as the basics of mathematical statistics. Students will learn about the main types and formats of data, approaches to collecting, cleaning, transforming, analyzing and visualizing it, and will learn how to interpret the results of the analysis. As part of the course, students will learn how to effectively use widely adopted tools such as Microsoft Excel or Google Sheets, and will also master basic programming skills in Python.

Guidelines for the Statement of Purpose:
Craft a reflective statement of purpose explaining your interest in the Smolny Beyond Borders online course. Your statement’s clarity and substance will significantly influence our selection. Convey your motivations and aspirations for this course succinctly but thoroughly. Kindly write your statement in the course’s Language of Instruction.

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Smolny Beyond Borders

A Liberal Arts Initiative

Introduction and Application Instructions

Use the Latin alphabet for all entries on the portal, including your name. If the Language of Instruction is Russian, you may use Cyrillic only within the Statement of Purpose.

Refrain from using email addresses in domains ru or by or associated with Russian or Belarusian educational or state institutions.

Consider drafting your motivation letter ahead of time

Пожалуйста, используйте латиницу при заполнении всех полей на портале, включая имя и фамилию.

Даже если язык обучения на курсе - русский, кириллицу можно использовать только в тексте мотивационного письма.

Просим не использовать адреса электронной почты в доменных зонах ru или by, а также адреса, связанные с российскими или белорусскими государственными или образовательными учреждениями.

Рекомендуем заранее подготовить мотивационное письмо.

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Smolny Beyond Borders

A Liberal Arts Initiative

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Afghan Female Student Outreach, Al-Quds Bard, Al-Quds University, AltLiberalArts, American University of Afghanistan, American University of Beirut, American University in Bulgaria, American University of Central Asia, Ashesi University, Bard College, Bard College Berlin, BRAC University, Central European University, European Humanities University, Haitian Education and Leadership Program, Hubs for Connected Learning Initiatives, Institute for Philosophy, Belgrade, Kyiv School of Economics, National Sun Yat-sen University, Parami University, Rift Valley Institute, Talloires Network of Engaged Universities, Tuskegee University, Universidad de los Andes, University of the West Indies, Wits University

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Craft a reflective statement of purpose explaining your interest in the Smolny Beyond Borders online course. The file should be saved with your name and course title as the filename and uploaded accordingly. Your statement's clarity and substance will significantly influence our selection. Convey your motivations and aspirations for this course succinctly but thoroughly. Kindly write your statement in the course's Language of Instruction.

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A Liberal Arts Initiative

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