Artificial Intelligence and Machine Learning Fundamentals
AI tools for VET schools
Fundamentals of Artificial Intelligence and Machine Learning (theory and exercises):
- Introduction to Artificial Intelligence (AI)
- Machine Learning (ML) - basic concepts, supervised, unsupervised, semi-supervised, and reinforcement learning, data in machine learning
- Training Models - Regression, Classification, Decision trees, Gradient Descent, K-nearest neighbors ...
- Neural Networks - Convolutional and Recurrent neural networks, and their applications in solving complex problems
AI PROJECTS
AI tools for VET schools
AI/ML projects using:
- Raspberry Pi M.2 HAT+ with a Hailo AI (AI basics: Object Detection, Image Segmentation, Pose Estimation...)
- NVIDIA Jetson Orin Nano Developer Kit (Generative AI at the Edge)
- PI-Racer Deep Learning Autopilot (Deep Learning Autopilot)
- Meta Quest 3 Unity Sentis (Building AR with AI-powered depth estimation)
- Dobot Magician (Robotic arm and computer vision using Dobot Magician)