target group
Specialists who work in the development of medical products or in the evaluation of medical data and who may have avoided the subject of AI because it seemed too complicated to them.
content
This seminar teaches basic techniques for using artificial intelligence in medical technology using the Python programming language. The essential data types in medical technology are discussed: images, texts and databases with the respective specifics. An overview of the most important Python packages and tools for rapid prototyping is given. It should also be taught how these tools can be used to automate time-consuming routine tasks (eg robotic process automation).
A deepening takes place in the direction of modern AI methods in the field of neural networks. For this purpose, simple principles of AI modeling are shown and further topics are highlighted. In particular, concrete applications in the field of medical technology are discussed. The main question is: How can you increase productivity and added value in a company with the help of AI-based programming?
topic overview
- Introduction to the Python programming language in relation to the use of AI
- Basic methods of data visualization
- Main tools for processing images, text and databases
- Modern methods of AI modeling from deep learning
- Discussion of practical use cases related to medical technology
previous knowledge
Basic knowledge of general programming is desirable.
KONTAKT:
Max-Planck-Straße 17, TuttlingenBeruflichen Bildungsstätte Tuttlingen & Online
