Xomnia is a word combining the letter ‘X’ – the unknown – and “Omnia” – Latin for everything. Our team of data scientists and big data engineers are trained to find the undefined – X – in all the relevant data sources – Omnia. This unknown – X – is untapped business value. Combining the X and Omnia you get the Xomnia spirit. Eager, curious and dedicated people, who have the belief that the future is big data.

Want to feel the Xomnia spirit? Follow us

What are you looking for?

Simply enter your keyword and we will help you find what you need.


XomniaTrainingsMachine learning – unsupervised learning
  • 09:30 - 13:00
  • Xomnia HQ
  • €400

For questions or additional information view contact information below

Machine learning – unsupervised learning

Can you learn without a teacher? Computers can, a concept coined unsupervised learning in machine learning literature. For many real world problem, obtaining labels for a dataset can be very expensive, labour intensive and error prone, meaning that following a supervised approach is not practical. And sometimes just imitating human decision making isn’t enough: there may be hidden patterns in the data that add valuable insights.

This course covers the core concepts and algorithms of unsupervised learning. You will gain hands-on experience with applying basic unsupervised machine learning techniques in Python using scikit-learn. You will also learn about algorithms such as k-means, support vector machines, principal component analysis, and DBSCAN.


  • Python
  • scikit-learn
  • pandas


  • Pattern recognition
  • Clustering
  • Principal component analysis

Requirements: The course requires basic knowledge of Python and pandas, and some basic concepts of machine learning.

  • Data science
  • Machine Learning
  • Python