MACHINE LEARNING

MACHINE LEARNING

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Code
98959
ACADEMIC YEAR
2020/2021
CREDITS
6 credits during the 2nd year of 9269 Mechanical Engineering - Design and Production (LM-33) GENOVA
SCIENTIFIC DISCIPLINARY SECTOR
INF/01
LANGUAGE
English
TEACHING LOCATION
GENOVA (Mechanical Engineering - Design and Production)
semester
1° Semester
Teaching materials
More information regarding this unit may be available in Italian.

AIMS AND CONTENT

LEARNING OUTCOMES

This course provides an introduction to machine learning and statistical pattern recognition. Topics include: (1) Pattern recognition basics and theory. (2) Supervised learning ideas and methods. (3) Unsupervised learning ideas and some relevant methods. (4) Machine learning workflows and best practices. The course will also cover relevant success stories, and possible applications and case studies in the fields of robotics and smart industrial automation

TEACHERS AND EXAM BOARD

Ricevimento: All lecture days after class (approx. 20 min). Upon prior agreement, at any other time.

Exam Board

STEFANO ROVETTA (President)

FRANCESCO MASULLI