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Training

Training for industrial data and AI topics

We offer training and workshops on machine data acquisition, IIoT data analysis, open source technologies such as Apache StreamPipes and the use of AI in production so that teams can build a common understanding and a solid foundation for next steps more quickly.

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Content focus

Training topics

The content is adapted according to the target group, prior knowledge and company size and can be combined into compact workshops or multi-part training formats.

Theme modules

From the basics of data collection to the classification of AI and open source stacks.

01

Machine data acquisition and data integration

Fundamentals of data sources, interfaces, integration patterns and typical architectural decisions between OT and IT.

02

IIoT data analyses and key figure systems

Introduction to analysis approaches, key figures, root cause analysis and the structured use of production and process data.

03

Apache StreamPipes and open source stacks

Training on open tools for industrial data processing, streaming, analysis and application-oriented implementation.

04

AI in production

Classification of suitable AI use cases, data requirements and technical framework conditions in production environments.

Implementation

Training formats

Training courses can be held as a compact workshop, as an in-depth hands-on format or as an accompanying qualification series.

01

Format

Specialist workshops

Structured workshops on the technical classification of data architectures, analysis approaches and possible fields of application.
02

Format

Hands-on training

Practical formats with sample data, tools and concrete exercises on integration, analysis or open source technologies.
03

Format

Accompanying enablement sessions

Multi-part formats for the gradual qualification of teams, for example as part of ongoing data or AI projects.

2-day format

Exemplary workshop procedure

A typical workshop combines basic knowledge, technical classification and concrete applications so that participants leave the training with a clear picture of the data situation, possibilities and next steps.

Day 1

Basic principles, data situation and target image

01
  • 09:00
    Introduction and clarification of objectivesClassification

    Comparison of the initial situation, target groups and technical focus of the training.

  • 10:30
    Data sources and system landscapeBasics

    Overview of machines, interfaces, data flows and typical integration patterns.

  • 13:30
    Key figures and analysis approachesAnalysis

    What questions can be answered with production data and what data is required for this?

  • 15:30
    Open tools and architecture modulesTechnology

    Classification of Apache StreamPipes and other open source components in the industrial data stack.

Day 2

Consolidation, application and next steps

02
  • 09:00
    Hands-on or case studyPractice

    Working on a practical example or a specific use case from the company context.

  • 11:15
    AI in production environmentsAI

    Discussion of suitable AI scenarios, data requirements and limits of meaningful use.

  • 13:30
    Application and implementation optionsImplementation

    Derivation of possible applications, technical components and organizational requirements.

  • 15:30
    Summary and transferConclusion

    Securing the results and deriving suitable next steps for teams, projects or internal further training.

The scope, depth and technical focus are adapted to the target group, prior knowledge and the respective corporate context.

Middle class

IHK cooperation and AI check

We also work with small and medium-sized companies and regularly contribute our experience to formats with IHK partners.

Practical

Workshops with IHKs and AI consulting for companies

Together with IHKs, we offer workshops and exchange formats on industrial data and AI topics. As an AI checker for the Reutlingen Chamber of Industry and Commerce, we also regularly advise companies on the sensible use of AI and are very familiar with the requirements of small and medium-sized enterprises.

Training

Plan a workshop or training course together

Talk to us about your target group, previous knowledge and subject focus. Together we will plan a suitable training format for your company or organization.

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