Training courses on data-driven optimization

© Fraunhofer IPA

Improve your skills in production optimization with the data-driven approach and use all possible sources of information to achieve your optimization target. We offer tailor-made training programs which empower you to optimize your manufacturing equipment based on data.

Our data scientists assist you with data acquisition and data pre-processing through to the application of various data analysis algorithms.

Subject areas

  • Data import
  • Data preprocessing
  • Unsupervised learning
  • Supervised learning
  • Data visualization

Your advantages

  • Individually set priorities
  • Learning content adapted to one of your applications
  • Integrated data acquisition
  • Interactive training material for direct implementation

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Finding the root cause of quality impairments

Do you want to improve the quality of your products and at the same time find out faster why your product quality is not always consistent? Use our analysis tools to identify the parameters influencing the quality of your products!

Identifying optimal setting parameters

Do you have a high number of product variants and problems adjusting your machines? With our methods, you can find the best-possible setting parameters for your machines.

Data-based analysis of manufacturing equipment

Do you want to find out the causes of productivity losses and their interrelationships, as well as identify optimization potential? We combine lean methods with machine learning to identify potential for improvement based on machine data.