Research Seminar "Introduction to Specialty"

2023/2024

Учебный год

ENG

Обучение ведется на английском языке

12

Кредиты

Кто читает:

Департамент больших данных и информационного поиска

Статус:

Курс обязательный

Когда читается:

1-й курс, 1-4 модуль

Преподаватель

Мельников Олег

Course Syllabus

Abstract

The research seminar provides an opportunity to learn about applications of machine learning in various areas of science. The purpose of the research seminar is to expand the research horizons of students. It is expected that at the end of the course, the student will be able to prepare a theoretical research paper.

Learning Objectives

• The aims of the discipline are: (1) to form an individual curriculum, (2) to choose a theme of the master's thesis

Expected Learning Outcomes

• know the rules of writing master thesis
• prepare a brief of the master thesis
• knows the key stages and deadlines for master thesis preparation and delivery
• An individual education plan for the second year
• Correcting the syllabus and term or master's thesis work
• Selecting a track

Course Contents

• Individual academic trajectories
• The master's thesis

Assessment Elements

• Quizzes (part 1)
• Homework (part 1)
• Ethics (part 1)
• Participation (part 1)
• Presentation (part 2)
• Quizzes (part 2)

Interim Assessment

• 2023/2024 2nd module
  0.1 * Ethics (part 1) + 0.4 * Homework (part 1) + 0.1 * Participation (part 1) + 0.4 * Quizzes (part 1)
• 2023/2024 4th module
  0.5 * Presentation (part 2) + 0.5 * Quizzes (part 2)

Bibliography

Recommended Core Bibliography

• A Tutorial on Machine Learning and Data Science Tools with Python. (2017). Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsbas&AN=edsbas.E5F82B62
• Rogers, S., & Girolami, M. (2016). A First Course in Machine Learning (Vol. 2nd ed). Milton: Chapman and Hall/CRC. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=1399490

Recommended Additional Bibliography

• A first course in machine learning, Rogers, S., 2012

Authors

• Burova Margarita Borisovna
• Боднарук Иван Иванович
• Литвишкина Ален Витальевна