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)