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
- in-house training
- Customization available (agenda, tech stack, language, etc.)
- small training groups
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
Florian Teutsch
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.
Curated content
Our trainers create a customized training offer based on your requirements.
Customizable tech stack
In exclusive trainings, we can consider your tech stack for the training content.
Individual assistance
If needed, we can tailor the training to a specific use case of your company and work directly based on your data.
Our training approach
From the needs analysis to the awarding of certificates, we offer customized training courses, flexibly designed and carried out according to your requirements.
If you are interested in in-house training, we will start by identifying your needs and discussing your objectives. This discussion forms the basis for an initial offer.
As soon as the framework data has been clarified, our trainers start adapting the training content. Many of our training courses have a modular structure and offer the opportunity to design the agenda flexibly. Training courses that prepare for certifications, on the other hand, are less flexible. Here, however, you can set the content focus according to your wishes.
You will receive all relevant information in advance of the training. The training will then take place in the room of your choice and at the agreed time. Our trainers will adapt to your requirements.
After completing the training, all participants receive a certificate confirming their participation. You will also have the opportunity to give us feedback on the content and the course. We are always happy to receive praise and suggestions for improvement.
Frequently Asked Questions
Welche Themen werden im Training behandelt?
Welche Vorkenntnisse sind für das Generative AI Training geeignet?
Welche Vorteile bietet das Generative AI Training bei inovex?
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