Contents
Introduction to data-driven technologies
- Digital transformation.
- Role of the: controller.
- Basic terms "data science", "machine learning", "AI", "big data", "LLM", "ChatGPT".
- Importance of AI and analytics for controlling.
- Presentation of common tools such as Excel, Power Pivot/Query, Power BI, LLM models.
- Current trends and developments.
Application examples in controlling
- Multidimensional data analysis (Pivot, Power Query/Pivot and Power BI).
- Creation of interactive dashboards.
- Planning, forecasting (e.g. sales forecast, liquidity forecast with ML models).
- Automated creation of forecasts in controlling with AI tools.
- Variance analysis of products.
The first step towards a data science project
- Use case finding.
- Economic benefit.
- Practical exercises.
Hands-on: Data science with practical examples
- Analyze data descriptively.
- Calculate measures of correlation statistically.
- Predict trends.
- Creation of data science and machine learning models.
- Practical exercises with data analysis tools.
Learning environment
Your benefit
- This introductory seminar provides controllers with basic knowledge of data, data analysis and data science. Common terms, buzzwords and their meaning and application in controlling are explained.
- You will receive an introduction to common tools, such as Excel, Power BI and ChatGPT, and will be able to analyze data and develop initial data science models.
- This knowledge will provide you with a fundamental building block for developing future-proof skills and a digital mindset in controlling.
- You will gain a better understanding of data and analysis topics and will be able to classify abstract terms and formulations correctly.
- You will become fluent in the field of data analysis and will be able to discuss and scrutinize analysis topics with data and experts experts.
Methods
Practice-oriented lecture, case studies and exercises on the PC, discussion. Independent processing of tasks under guidance and, if necessary, assistance.
Practice-oriented lecture, case studies and exercises on the PC, discussion. Independent processing of tasks under guidance and, if necessary, assistance.
You will need your own laptop to participate.
Please observe the following installation instructions:
Microsoft Excel (Office 365 is recommended) and Power BI Desktop (the free version is sufficient).
Recommended for
All employees in Controlling who have little or no experience with data science and would like to use data analysis in a targeted manner or understand it better. No prior knowledge is required.
Further recommendations for "Basic knowledge of data science and artificial intelligence for controllers"
Seminar evaluation for "Basic knowledge of data science and artificial intelligence for controllers"







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Start dates and details
Thursday, 21.08.2025
09:00 am - 5:00 pm
Friday, 22.08.2025
09:00 am - 5:00 pm
- one joint lunch per full seminar day,
- Catering during breaks and
- extensive working documents.

Tuesday, 16.12.2025
09:00 am - 5:00 pm
Wednesday, 17.12.2025
09:00 am - 5:00 pm
Thursday, 26.03.2026
09:00 am - 5:00 pm
Friday, 27.03.2026
09:00 am - 5:00 pm
- one joint lunch per full seminar day,
- Catering during breaks and
- extensive working documents.

Wednesday, 29.04.2026
09:00 am - 5:00 pm
Thursday, 30.04.2026
09:00 am - 5:00 pm
Monday, 08.06.2026
09:00 am - 5:00 pm
Tuesday, 09.06.2026
09:00 am - 5:00 pm
- one joint lunch per full seminar day,
- Catering during breaks and
- extensive working documents.

Thursday, 27.08.2026
09:00 am - 5:00 pm
Friday, 28.08.2026
09:00 am - 5:00 pm
- one joint lunch per full seminar day,
- Catering during breaks and
- extensive working documents.