This module is dedicated to the study by the student of a specific use case of Machine Learning and Data Analysis related to robotics
In this module, students will focus on the study of use cases specifically related to Robotics, on the basis of methodologies and insights discussed in the accompanying main module.
The student will acquire skills in the study, development, solution of a real case study in the field of Machine Learning robotics and Data Analysis.
During the course the following skills will be developed - personal competence - social competence - ability to learn to learn - competence in project creation - competence in project management
Coding (Matlab/Python/R), linear algebra, probability and statistics
Project to be carried out independently or in groups of a maximum of two people (to develop ability to learn to learn, personal competence, social competence, competence in project creation, and competence in project management)
For working students and students with certification of Specific Learning Disabilities (SLD), disabilities, or other special educational needs are advised to contact the instructor at the beginning of the course to arrange teaching and examination methods that, while respecting the teaching objectives, take into account individual learning styles.
F. X. Govers "Artificial intelligence for robotics: Build intelligent robots that perform human tasks using AI techniques" 2018
Ricevimento: By appointment, scheduled by email.
LUCA ONETO (President)
FABIO ROLI
DAVIDE ANGUITA (President Substitute)
https://easyacademy.unige.it/portalestudenti/index.php?view=easycourse&_lang=it&include=corso
Oral by appointment
The student will solve a real problem at will (specifically related to robotics) by applying the techniques learned during the first module of the course.