Basics of generative AI
Introduction to Generative AI
Benedikt Schwaiger
Benedikt Schwaiger ist Geschäftsführer der SMH Analytics GmbH und verfügt über langjährige Erfahrung als Berater und Trainer für KMU sowie Konzerne. Mit einem B. Sc. in Betriebswirtschaftslehre (Universität Siegen) und einem MBA in Digital Business (MCI Innsbruck) verbindet er betriebswirtschaftliches Know-how mit tiefem Fachwissen in Data Science und Künstlicher Intelligenz.
Als zertifizierter KNIME-Partner unterstützt er Unternehmen bei der Identifikation und Umsetzung von Data Science- und GenAI-Use Cases, der Implementierung von Low-Code/No-Code-Tools sowie der Steigerung der Datenkompetenz von Mitarbeitenden, Führungskräften und Organisationen. Sein Fokus liegt darauf, datengetriebene Innovationen praxisnah und nachhaltig in Unternehmen zu verankern.
Generative AI goes beyond detecting human behavior and can independently generate new content such as text, images, audio, and video. Deep learning and large language models (LLMs), which are used in various areas, are fundamental here.
The seminar supports participants in developing a sound understanding of generative AI, acquiring practical skills, reducing fears, and understanding the relevance of compliance and legal aspects.
Aim of the further education
- Understanding the basics of artificial intelligence (AI) and generative AI
- Reducing fears and prejudices towards AI.
- Recognizing use cases and benefits of generative AI in the manufacturing environment
- Practical experience in using generative AI tools, such as ChatGPT, MS Co-Pilot, KNIME AI
- Promoting creativity and problem-solving skills supported by AI
- Reduction of fears and prejudices towards AI
- Critical evaluation of news about AI
- Understanding the compliance and legal aspects of dealing with AI
For over 65 years, the “Technische Akademie Esslingen” (TAE), based in Ostfildern - close to the state capital Stuttgart - has been one of Germany's largest providers of further education for vocational and pre-vocational training in the technical field. Our goal is your success. Whether seminar, certificate course or specialist conference, our events are always customised to the needs of engineers, specialists and managers from technical companies. You can always rely 100 per cent on the quality of our programmes. Why is that the case?
Basics of generative AI
- Definition and functionality of generative AI
- Essential concepts: Neural networks, deep learning, models (e.g. GPT, DALL-E)
- Examples and use cases in the industry
- Reducing fears and prejudices: Clarification of misunderstandings and myths
Compliance, legal, and ethical aspects
- Compliance: Relevance and principles for dealing with AI
- Data protection and security: handling data, legal requirements, compliance and ethical aspects
- Guidelines
- Information on the EU AI Act for the development and operation of AI models
- Critical evaluation and interpretation of news and reports on AI
Generative AI in practice
- Presentation of tools and platforms: OpenAI, MS-Copilot, Hugging Face, etc.
- Live demonstrations: Generation of texts, images, designs
- Potential of AI in day-to-day business: increasing efficiency, improving quality
- Accelerate digitalization and innovation
Practical exercises and use cases
- Hands-on session 1:
- Research, generation of texts with Chat GPT
- Exercise: Creating texts (e.g. summaries, work instructions, translations) with generative AI
- Discussion and feedback: Evaluation of the results
- Hands-on session 2:
- Generating images with DALL-E
- Exercise: Creation of images, graphics and designs, e.g. for product design
- Discussion and feedback: Evaluation of the results
- Hands-on Session 3:
- Use of KNIME AI for the creation of simple workflows and data analysis
Conclusion
- Outlook
- Expert tips
- Wrap-up and Q&A session
Employees from various departments and hierarchical levels who would like to gain a basic understanding and familiarize themselves with the possibilities of AI.
Prerequisite: Participants must have access to a ChatGPT account. Version 3.4 (free of charge) is sufficient
73760 Ostfildern
Direction
TAE is located in the south-west of Germany in the state of Baden-Württemberg - in the immediate vicinity of the state capital Stuttgart. Our training centre has excellent transport links and can be reached quickly and easily by all means of transport.
Participation includes Verpflegung (on site) and detailed documentation.
Price:
The participation fee is:
1.450,00 €
(VAT-free)
on site
1.450,00 €
(VAT-free)
per participant live online
In-house realisation:
Would you like to organise this event at your company's premises? Then request a customised In-house training now.
Hier finden Sie eine Übersicht aller Rezensionen .