Course Details

Fundamentals of Machine Learning

LOS: URL/CETIS/202401

LOI: CETIS/202401


-ui_uihk_ilascbase_course_term-
Spring Semester 2024/25
-ui_uihk_ilascbase_course_level-
PhD
-ui_uihk_ilascbase_course_delivery-
Online
-ui_uihk_ilascbase_language-
English

Course Dates

Start: 2025-02-05

End: 2025-02-05

-ui_uihk_ilascbase_ects-
1,2

Course Description

This course is designed to provide a comprehensive introduction to the core concepts and techniques in Machine Learning (ML), tailored for PhD students with basic statistical knowledge but no programming experience.<br> The course will guide students through the entire ML pipeline, from data acquisition and preprocessing to the selection and application of appropriate algorithms for both regression and classification tasks