The course provides the theoretical and practical foundations of the main data analysis and machine learning techniques. Advanced Deep Learning (DL) techniques are presented, offering an overview of models such as RNN (Recurrent Neural Networks), LSTM (Long Short-Term Memory), and an introduction to transformers.