Identifying Business Problems Suitable for Artificial Intelligence Solutions

The Business Value of AI

A non-technical course for managers on where artificial intelligence creates measurable business value. It covers the three value channels (efficiency, quality, new value), AI-enabled new services and business-model differentiation, and a simple ROI and payback...
Shallow Learning

Shallow Learning

This 6-week course introduces “shallow” machine learning methods such as linear models, trees, neural networks, clustering techniques and NLP. Through a mix of short video lectures, curated readings, exercises and a final project, participants learn how to design,...
Shallow Learning

Deep Learning for Computer Vision

This 3 ECTS course provides an introduction to deep learning methods for computer vision. It covers the fundamentals of digital images and visual tasks, followed by convolutional neural networks and their application to image classification, object detection, semantic...