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Mathematics for Machine Learning - Period 3
Business & Economics Program
Amsterdam, Netherlands
Dates: 8/15/25 - 6/27/26
Mathematics for Machine Learning - Period 3
OVERVIEW
CEA CAPA Partner Institution: Vrije Universiteit Amsterdam
Location: Amsterdam, Netherlands
Primary Subject Area: Mathematics
Instruction in: English
Course Code: XB_0149
Transcript Source: Partner Institution
Course Details: Level 300
Recommended Semester Credits: 3
Contact Hours: 84
Prerequisites: Basic knowledge of linear algebra, calculus, probability and statistics
DESCRIPTION
This course builds a mathematical foundation for understanding machine learning, focusing on the interplay between vector calculus and regression. Designed for bachelor students in the minor Business Analytics and Data Science , it emphasizes mathematical principles that underpin modern algorithms.