See available dates for this course!
If there is no date and time available for a certain training you are interested in, please contact us.

This training can also be held at your place or as online training especially for your company. In this case the course agenda can also be adapted to suit your needs best.

This course takes 1 day with 8 hours (on site) or 5 hours (online).
The only difference is that there will be less practical exercises in an online course. However, we will hand them over to you and you can still do them on your own and ask our consultants for feedback or help if needed.

This Machine Learning course is for employees in managerial (technical and non-technical) and non-technical positions willing to deepen their knowledge on the possibilities of Machine Learning and how they can implement it in their own organisation.

This course can be held in English, German and Spanish.

• History and evolution of Machine Learning: Where do we come from and where are we now?
• Main Machine Learning concepts
• Introduction to supervised vs unsupervised learning

Supervised learning:

• • Regression
  • Classification
  • Deep Learning
  • Activity: possible applications of regression and classifications

Unsupervised learning:

• • Conceptual introduction
  • Activity: possible applications of unsupervised learning

Other Machine Learning related learning problems:

• • Optimization
  • Sorting
  • Reinforcement learning

Infrastructure in Machine Learning: 

• • Upscaling vs outscaling
  • Distributed computing
  • CPU vs GPU
  • How to estimate resource utilization

From lab to production:

• • Response times
  • Training serving skew
  • Online vs batch prediction

Planning a Machine Learning approach for a specific Use Case.

Final summary, discussion, Q&A, etc.