AI Competence Program - Module 1: AI Foundations and Machine Learning

AI Competence Program - Module 1 is a hands-on module designed for non-specialist staff coming in from different departments. It starts from core AI and data concepts, moves into data preprocessing and feature engineering, and then into machine learning fundamentals; regression, classification and clustering algorithms are covered through both theory and practice. The program closes with computer vision foundations and applications on image data. Participants reach a level where they can build models in Python, preprocess datasets and design examples that bring AI tools into business processes. Basic Python is expected as a prerequisite.