Prof. Irene Finocchi

• Lecture slides, research papers, notebooks and course material provided on the Luiss learning platform

Argomenti del programma: Neural network foundations Backpropagation and optimization Deep feedforward networks Convolutional neural networks Sequence models (recurrent neural networks) Training best practices Python toolchain for deep learning

• Notes, slides, notebooks and other course material will be made available on the e-learning platform.

Argomenti del programma: Through a hands-on approach, the course will go through the different steps involved in achieving a business goal using data analysis and building machine learning models. In particular, it will cover the following topics: • Data understanding (collect, describe, explore and verify data quality) • Data preparation (select, clean and integrate data) • Data visualization • Modeling, evaluation, deployment (build,…