Магистратура
2025/2026
Семинар наставника "Анализ больших данных в управлении персоналом"
Статус:
Курс обязательный (Аналитика данных для бизнеса и экономики)
Кто читает:
Департамент менеджмента
Где читается:
Санкт-Петербургская школа экономики и менеджмента
Когда читается:
2-й курс, 1-4 модуль
Охват аудитории:
для всех кампусов НИУ ВШЭ
Преподаватели:
Волкова Наталья Владимировна
Язык:
английский
Кредиты:
2
Course Syllabus
Abstract
The seminar is intended for students enrolled in the track “People Analytics”. The aim of this seminar is to support students in building their individual learning trajectories and defining individual educational outcomes. In particular, the academic mentor provides students with recommendations regarding the selection of elective courses within their Major and Magolego courses from the university-wide pool and master’s thesis preparation.
Learning Objectives
- • To help students to gain necessary background in People Analytics
- • To help students to choose the individual learning path that matches to their future career development
- • To help students to create their research projects in the broad area of Human Resource management
- • To impose the sustainable development component in students' research activities
Expected Learning Outcomes
- Able to present results of analytical and research activity
- Able to talk about basic theoretical concepts of Sustainable development.
- Students choose appropriate methods of research in Human resource management
- Able to take ethical approach to work in international and multicultural teams
Assessment Elements
- HR DashboardGenerate a dashboard in Yandex DataLens keeping in mind that this instrument is a compact interactive visual representation of data. The dashboard should consist of at least three graphs and three slicers to help leaders make decisions about employees leaving organizations. You should give the public access to the dashboard and send the link as an outcome of this assignment.
- Class activityParticipation in class discussion
- Anayzing data for Master's thesisCollect, analyze, and annotate a set of scholarly sources related to your thesis topic using Zotero
Interim Assessment
- 2025/2026 4th module0.2 * Class activity + 0.5 * HR Dashboard + 0.3 * Anayzing data for Master's thesis
Bibliography
Recommended Core Bibliography
- Nesrine Ben Yahia, Jihen Hlel, & Ricardo Colomo-Palacios. (2021). From Big Data to Deep Data to Support People Analytics for Employee Attrition Prediction. IEEE Access, 9, 60447–60458. https://doi.org/10.1109/ACCESS.2021.3074559
Recommended Additional Bibliography
- Fermin Diez, Mark Bussin, & Venessa Lee. (2019). Fundamentals of HR Analytics : A Manual on Becoming HR Analytical. Emerald Publishing Limited.