Interactive Lab Assistant: Practical introduction to machine learning

The experiment instructions are in the form of an Interactive Lab Assistant course. This multimedia-based course guides the student step-by-step through the subject of machine learning. Easily comprehensible animations demonstrate the basic principles. In conjunction with the virtual instruments, the Interactive Lab Assistant forms a comfortable experimentation environment.

Special features:

• No programming knowledge required
• Questions with feedback and evaluation logic for monitoring student progress
• Printable document for easy printing of instructions and solutions
• Labsoft browser and course software
• Course duration: 7 hours approx.

Training contents:

• Application and optimisation of self-learning algorithms (artificial neuronal networks) up to and including creating your own algorithms
• Complete implementation of machine-learning applications based on visually descriptive projects
• Playful introduction to the subject with "scissors-rock-paper" contest versus AI
• Visual quality assessment
• Recognition of traffic signs
• Generation/creation of data sets
• Model selection and configuration
• Teach-in/training
• Application/inference in real-time