Machine learning workshop series

Workshop 1: What is machine learning?

This workshop introduces machine learning and covers basic concepts, best practices, and applied examples from several industries. We look at how Data Ductus works with machine learning and cover the unique challenges associated with data-driven projects, including how they can be best addressed with an agile approach in close collaboration with your team.


A four-hour educational workshop brings you up to speed with what can be achieved using ML and AI techniques and hopefully give you some ideas that can be applied to your business. Our experts, which have both research- and practical experience, guide you with lots of real-life examples which should inspire you to take further steps in this area. The workshop is held on a generic level with examples from multiple industries using different data sources. The presentation material will be made available to you after the workshop.


This workshop is designed for anyone interested in machine learning techniques and will appeal to a broad range of roles including business developers, managers, software and process engineers etc.

Workshop content

  • What is machine learning?
  • When to use it?
  • Example applications
  • Best practices and popular methods
  • Data analysis and predictions
  • Different types of data
  • Supervised and unsupervised learning
  • Clustering, random forests, deep learning
  • Tutorials available for self-studies (Optional)

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