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Course unit
STATISTICAL LEARNING (C.I.)
SCP7079226, A.A. 2017/18

Information on the course unit
Degree course Second cycle degree in
DATA SCIENCE
SC2377, Regulation 2017/18, A.Y. 2017/18
1160804
Number of ECTS credits allocated
Course unit English denomination STATISTICAL LEARNING (C.I.)
Website of the academic structure http://datascience.scienze.unipd.it/2017/laurea_magistrale
Department of reference Department of Mathematics
Mandatory attendance No
Language of instruction English
Campus PADOVA

Lecturers
No lecturer assigned to this course unit

Modules of the integrated course unit
Course unit code Course unit name Teacher in charge
SCP7079227 STATISTICAL LEARNING 1 (MOD. A) MONICA CHIOGNA
SCP7079228 STATISTICAL LEARNING 2 (MOD. B) MONICA CHIOGNA

Mode of delivery (when and how)
Period  
Year  
Teaching methods frontal

Calendar
Start of activities 02/10/2017
End of activities 15/06/2018

Syllabus
Prerequisites: basic probability theory; multivariable calculus; linear algebra; basic computing skills
Target skills and knowledge: become familiar with statistical thinking; gain adequate proficiency in the development and use of standard statistical inference tools; be able to analyse datasets using a modern programming language such as R
Examination methods: written test
Assessment criteria: the successful student should show knowledge of the key concepts, skills in the analysis of data and competency in applications