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Software development / software architecture
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iSAQB® Software Architecture for AI Systems - CPSA Advanced Level

Architectural concepts for scalable, secure and integrated AI systems
Online
3 days
German
Download PDF
€ 2.190,-
plus VAT.
€ 2.606,10
incl. VAT.
Booking number
42323
Venue
Online
3 dates
€ 2.190,-
plus VAT.
€ 2.606,10
incl. VAT.
Booking number
42323
Venue
Online
3 dates
Become a certified
Machine Learning Engineer
This course is part of the certified Master Class "Machine Learning Engineer". If you book the entire Master Class, you save over 15 percent compared to booking this individual module.
To the Master Class
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The iSAQB module SWARC4AI teaches software architecture for AI systems. You will learn how to seamlessly integrate machine learning and generative AI, design hybrid architectures and develop scalable, maintainable AI solutions.
Contents

The iSAQB module SWARC4AI teaches modern software architecture concepts specifically for AI systems. The aim is to develop powerful, scalable and seamlessly integrable AI solutions. You will gain in-depth knowledge of the central principles of software architecture for AI and learn how to apply these effectively in the design and implementation of machine learning and generative AI systems.

With practice-oriented modeling techniques and proven architecture tools, you will acquire the skills to smoothly integrate AI components into existing software systems. The module covers both machine learning and generative AI applications and shows how these can be optimally combined with classic software systems. You will learn how architectures for hybrid systems are designed to meet the highest requirements for scalability, maintainability and expandability.

 

Your benefit
  • Getting to know the AI software architecture
  • Understanding compliance, security and ethical challenges
  • Designing and developing AI systems
  • Knowledge of data management and data processing for AI systems
  • Understanding the quality characteristics and operation of AI systems
  • Integrating and future-proofing systems
  • Development of case studies and practical projects
trainers
Lukas Zühl
Methods

The course combines theoretical impulses with practical exercises. Individual and group work alternate, supplemented by presentations and joint discussions of the results.

Certification

You will receive an iSAQB-SWArch4AI certificate of attendance with credit points.

There is a defined number of credit points for successful participation in an Advanced Level training course. If you want to register for the CPSA-A® exam, you need a total of at least 70 credit points. All three areas of competence must be covered with at least 10 credit points each. Each training day is assessed with 10 credit points. A maximum of 30 credit points are awarded for training on a module, even if it takes longer than 3 days in individual cases.

Recommended for

This training is aimed at professionals who want to successfully integrate AI solutions into existing IT infrastructures. Special attention is paid to scalability, security and maintainability.

Start dates and details

Form of learning

Learning form

9.3.2026
Online
Places free
Implementation secured
Online
Places free
Implementation secured
24.6.2026
Online
Places free
Implementation secured
Online
Places free
Implementation secured
26.10.2026
Online
Places free
Implementation secured
Online
Places free
Implementation secured

The training is carried out in cooperation with an authorized training partner. This partner collects and processes data under its own responsibility. Please take note of the corresponding privacy policy.

*Mandatory fields
Do you have questions about training?

Call us on +49 761 595 33900 or write to us at service@haufe-akademie.de or use the contact form.

The illustrations were created in cooperation between humans and artificial intelligence. They show a future in which technology is omnipresent, but people remain at the center.
AI-generated illustration