Advanced Machine Learning – Bologna

Argomenti del programma: Upon completion of the course, students will be able to: understand how text can be represented numerically, from sparse representations (bag-of-words, TF-IDF) to distributed and contextual embeddings; acquire the minimal neural-network foundations needed to interpret embeddings, transformer models, and large language models; distinguish between classical NLP pipelines and modern LLM-based workflows, recognizing…