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Course Syllabus

Bachelor 2025/2026

How to Win a Data Science Competition: Learn from Top Kagglers

Type: Elective course (Applied Mathematics and Information Science)
Delivered by: Big Data and Information Retrieval School
When: 4 year, 3 module
Open to: students of all HSE University campuses
Language: English

Course Syllabus

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Abstract

Our course is based on the ML-Training program, which takes place within the framework of the joint project of the Higher School of Economics and MTS. We will familiarize ourselves with the three main domains (tabular data, natural language processing, computer vision). We will look at classical and advanced approaches, examples of tasks from the Kaggle collection.