Generative AI Training for Developers
Our Generative AI training shows you how to implement your own applications using both SaaS products and pre-trained models.
At a glance
General information
- 2 days practical training
- Trainers with active project experience
- Application-oriented training plan
Target group
Developers; general knowledge of GenAI not required, but helpful.
Application examples
- Implement your own applications with pre-trained models
- Assess the potential and limitations of GenAI applications
Description
After the course, participants will be able to use Generative AI for text and images to implement their own use cases. They will have a basic technical understanding of the methods of autoregressive transformers (GPT) and diffusion models and will be able to assess the potential and limitations of Generative AI applications. They can implement their own applications with SaaS products as well as with pre-trained models and Huggingface Transformers or Huggingface Diffusers. The exercises in the training are carried out with Python.
Agenda
Day 1
- Introduction and motivation
- EU AI Act, GDPR & AI ethics
- Large Language Model APIs (with exercise)
- Token for token: Transformer inference
- LLM frameworks and agent systems (with exercise)
- Self-supervision and RLHF: Transformer training
- Retrieval Augmented Generation and the Model Context Protocol (with exercise)
Day 2
- Generative AI Security (with exercise)
- Noise to Signal: Generative AI for images
- Diffusion Model APIs (with exercise)
- Advanced techniques
- Self-hosting of models (with exercise)
- Wrap up & A look into the crystal ball
Typical questions we answer:
- What are the differences to predictive AI?
- For which applications is Generative AI suitable and for which is it not?
- How can I influence the generation?
- What are typical patterns with Generative AI?
- What frameworks are available for Generative AI?
- How can I host models myself?
- How can I improve Generative AI with my own data?
- signed certificate of participation
- experienced trainers
- small training groups
Upcoming trainings
Why inovex Academy?
Our offerThe inovex Academy has set itself the task of passing on knowledge about methods and technologies that we already use successfully in our projects.
Exchange experiences
In our open training courses, we attach great importance to the exchange of experience among like-minded people. Learn from and with other experts.
Curated content
All training content is carefully selected to achieve the best possible learning effect and to convey as much content as possible.
Individual Assistance
Our trainers come from a practical background and have already tested and successfully applied many of the contents taught in their daily work.
Trainers
Our trainers are field-tested experts in their areas of expertise. Through their work in projects, they expand their knowledge day by day and pass on this know-how in their trainings - application-oriented and practice-oriented.
Sebastian Blank
Dr. Lea Petters
Dr. Matthias Richter
Supplementary information
Collin Rogowski
Head of inovex Academy
I look forward to your inquiry.
Collin Rogowski
We are your partner for successful trainings
We would be happy to talk to you personally about your concerns. Get in touch now!
- Individual training offer for your company
- Over 25 years of experience as inovex Academy