training@actit-consulting.com
+49 6196 400 893
Scalable software architectures for artificial intelligence: the SWARC4AI training course
The SWARC4AI training course provides knowledge and tools for developing powerful and scalable software architectures for artificial intelligence (AI). Participants gain practical insights into how machine learning, generative AI and classic software approaches can be combined to create future-proof hybrid systems.
This training is aimed at anyone who wants to efficiently integrate AI solutions into existing IT landscapes while focusing on aspects such as scalability, security and maintainability.
Practical, compact and implementable
The Training combines theoretical knowledge with practical exercises and real case studies. Participants learn how to build data-driven architectures that meet the highest standards of compliance and quality.
After completing the training, participants are well equipped to successfully implement AI projects – from the initial idea to integration into productive systems.
Advantages of SWARC4AI training
Advantages of SWARC4AI training
Practical content: Real examples and practical exercises are the focus .
State-of-the-art concepts: Comprehensive knowledge of current trends and technologies is imparted.
Efficient integration: Development of hybrid systems that optimally combine machine learning and classic software methods.
Conclusion – Shape the future of software architecture
The SWARC4AI training offers the opportunity to build competencies in modern software architecture for artificial intelligence. Participants expand their expertise and create future-proof solutions.
Training content in Detail
- Introduction to AI software architecture
- Fundamentals of artificial intelligence, machine learning, deep learning and Generative AI.
- Typical use cases and potential risks of AI systems.
- Compliance, Security and ethical challenges
- Data protection laws (e.g. B. EU AI Act) and security requirements.
- Ethical and social aspects in the development of AI.
- Design and development of AI systems
- Lifecycle of ML projects and proven process models.
- Design patterns for maintainable and scalable AI solutions.
- Efficient data management
- Data acquisition, labeling and processing.
- Development of robust data pipelines and storage solutions.
- Quality characteristics and operation of AI systems
- Requirements for hardware, monitoring and sustainable AI use.
- System architectures and platforms for generative AI
- Integration of AI into existing IT landscapes.
- Future-proof design patterns and evaluation frameworks.
- Case studies and practical projects < ul>
- Applying what has been learned to real-world scenarios and concrete challenges.
Credit Points for CPSA-A Certification
Our advanced training program deepens your knowledge of methodology, technology, and communication, enabling you to earn the 70 credit points required for the CPSA-A® exam. Certification at the advanced level requires completion of the foundation level. Even for software architects who are not seeking certification, our advanced modules provide invaluable knowledge for their daily work.
Technical Skills
Methodological Skills
Communication Skills
iSAQB Training Syllabus
Get all the important information on learning objectives and training content
in the iSAQB curriculum for your optimal further education.
Attractive features of our training programs
Discover the advantages of our online training:
► Intimate learning environment with a maximum of 10 participants per group
► Use high-resolution video conferencing and digital tools for interactive and collaborative learning
► Experience the feeling of a personal classroom with real-time audio, video and screen transmission
► Benefit from regular exercises in the large group and in breakout rooms, always accompanied by our competent trainers
► Learn from didactically trained and experienced trainers
► Receive training documents and exercise materials included
Get ready for an inspiring and effective learning experience!
Discover the exclusive benefits of our on-site training:
► Intensive learning groups with a maximum of 10 participants
► Technically adept and experienced trainers
► Enjoy drinks, snacks and lunch on all training days – all included
► Benefit from comprehensive training documents and exercise materials
Experience a first-class training environment that optimally supports your learning experience.
Open Dates
25. – 28.
Mar 2025
2.200€
Online Training | German | Guaranteed ✔
20. – 23.
May 2025
2.200€
Online Training | German
29. – 02.
Sep – Oct 2025
2.200€
Online Training | English
11. – 14.
Nov 2025
2.200€
Online Training | German
EARLY BIRD DISCOUNT
Secure a €100 discount when you book at least six weeks before the start date.
Do you have a whole team that would like to attend the training?
Then find out more about our in-house training courses here and contact us for a personal consultation.
Contact
Phone
+49 (0) 6196 400 893
Address
actIT academy & consulting GmbH
Alfred – Herrhausen – Allee 3-5, 65760 Eschborn
