Data Scientist Specialized in Production

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.

• 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