Fraunhofer Personnel Certification Authority

Data Scientist Specialized in Production

Certification according to ISO 17024 | Non-accredited area

With the certificate "Data Scientist Specialized in Production" we certify practical insights into the development cycle of a machine learning project in the production environment. A "Data Scientist Specialized in Production" is familiar with concrete process models – from use case identification and evaluation, through data acquisition, to pre-processing and modeling in Python - and he can implement them.

The examination is aimed at analysts and data scientists from the production environment.

Examination Content

  • Handling of data structures in Python (numpy, pandas, matplotlib)
  • Use cases in production
  • Structure of ML projects
  • Methods for use case finding, assessment and evaluation
  • Modeling methods
  • Application and modeling based on preprocessed machine data
  • Model performance & deployment