Artificial Intelligence and Digital Transformation
- AI Applications: Exploring the use of AI in fields such as image/audio/video processing, NLP, smart grids, and telecommunications.
Core Concepts: Introducing fundamental AI ideas, including machine learning types (supervised/unsupervised), optimization, and key algorithms like Gradient Descent.
Machine Learning: A practical look at essential techniques, including Classification (Decision Trees, KNN), Clustering (K-means), and Reinforcement Learning (MDPs).
Neural Networks: A basic intro