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Business & Entrepreneurship

Machine Learning for Predictive Analytics in Business

When:

23 June - 25 July 2025

School:

CBS Summer University

Institution:

Copenhagen Business School

City:

Copenhagen

Country:

Denmark

Language:

English

Credits:

7.5 EC

Fee:

820 EUR

Interested?
Machine Learning for Predictive Analytics in Business

About

Machine learning has gained widespread recognition for its significant contributions to various facets of business operations, including tasks such as fraud detection, sales forecasting, inventory pricing, and consumer segmentation. This course is tailored to introduce business students to the world of machine learning. It places a strong emphasis on predictive analytics, empowering students to address business challenges using data-driven machine learning algorithms. The course is comprehensive, offering a balanced blend of theory and practical application. It covers essential mathematical and statistical concepts and guides students in mastering Python programming from scratch. Each class comprises both theoretical lectures and practical workshops. To ensure active participation, students are required to bring their own laptops to class.

Preliminary assignment: Several questions and tasks related to mathematical fundamentals and the installation of Python.
Class 1: Introduction and getting started with Python
Class 2: Data manipulation using Python
Class 3: Data visualization in Python
Class 4: Linear regression
Class 5: Logistic regression
Feedback activity: A small assignment (with several questions)
Class 6: Neural networks
Class 7: K-nearest neighbors and naive Bayes
Class 8: Tree-based methods
Class 9: Support-vector machines
Class 10: Cluster analysis

Course leader

Raghava Rao Mukkamala

Target group

This is a graduate level course. CBS Summer University courses at Copenhagen Business School is open to all and welcomes domestic and international students as well as professionals.

Fee info

Fee

820 EUR, EU/EEA/Swiss nationals

Fee

2000 EUR, Non-EU nationals

Interested?

When:

23 June - 25 July 2025

School:

CBS Summer University

Institution:

Copenhagen Business School

Language:

English

Credits:

7.5 EC

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