Courses

Basic concepts and advanced topics for applications of stochastic processes

Instructor: Prof. Enrico Vicario
Period: 11-13-17-20 June, 2025 (14:00-17:00), time and dates to be confirmed
Location: School of Engineering, University of Florence
Duration: 12 hours (3 CFU)
Additional information:

Multimodal Deep Learning -- Principles And Architectures

Instructor: Proff. Franco Scarselli and Paolo Andreini
Period: 24-28 February, 2025
Location: University of Siena (ask the instructors for details)
Duration:
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Continuous Optimization For Machine Learning

Instructor: Proff. Alessandro Betti and Marco Gori
Period: 17-21 March, 2025
Location: University of Siena (ask the instructors for details)
Duration:
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Bitcoin and Blockchain Technologies

Instructor: Prof. Pericle Perazzo
Period: from May 5th to May 16th, 2025
Location: online (ask the instructor for details)
Duration: 12 hours (3 CFU)
Additional information:

Bridging Human And Machine Vision

Instructor: Prof. Stefano Melacci and Dario Zanca
Period: 19-23 May, 2025
Location: University of Siena, School of Engineering, room 103 (ask the instructor for details)
Duration:
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Parallel Programming Fundamentals

Instructor: Prof. Roberto Giorgi
Period: 15-19 September, 2025
Location: University of Siena (ask the instructor for details)
Duration:
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Markov decision processes

Instructor: Prof. Laura Carnevali
Period: 9-11-16-18 December, 2024
Location: School of Engineering, University of Florence (remote attending possible)
Duration: 12 hours (3 CFU)
Additional information: Google Classroom (ask the instructor for the code)

Numerical resolution of Differential Equations for applications using Physics-Informed Neural Networks

Instructor: Dr. Alessandro Bombini
Period: 14-15-16-20-22-24 January, 2025
Location: INFN & ICSC - National Research Centre for High Performance Computing, Big Data and Quantum Computing
Duration: 24 hours (6 CFU)
Additional information:

Fundamentals of Continual Learning for Adaptive AI Systems

Instructor: Dr. Simone Magistri
Period: 8-10-13-17 January, 2025 (14:00-17:00)
Location: School of Engineering, University of Florence
Duration: 12 hours (3 CFU)
Additional information:

An introduction to large language models

Instructor: Prof. Marco Lippi
Period: 21-23-28-30 January, 2025 (9:30-12:30)
Location: School of Engineering, University of Florence (remote attending possible)
Duration: 12 hours (3 CFU)
Additional information: Google Classroom (ask the instructor for the code)