Manifesti degli Studi

Loading...

Degree programme
Programme Structure
Show/Search Programme
Save Document

Degree Programme
Read Degree Programme
Quantitative data
Faculty
Infrastructures
International context

Customized Schedule
Your customized time schedule has been disabled
Enable

Search
Search a Lecturer
Search a Course
Search a Course (system prior D.M. n. 509)
Search Lessons taught in English

Glossary

Course type (Type)
I	Integrated Course
M	Mono-Disciplinary Course
U	Course Held At Another University
V	Final Examination
Language
	Course completely offered in italian
	Course completely offered in english
/	Course offered in italian and english
--	Not available
Innovative teaching
	The credits shown next to this symbol indicate the part of the course CFUs provided with Innovative teaching. These CFUs include: Subject taught jointly with companies or organizations Blended Learning & Flipped Classroom Massive Open Online Courses (MOOC) Soft Skills

Show/Search Programme

Academic Year	Sede
School
Programme
Programme Year	Track	Campus: Milano Leonardo Language: English

General informations

School	Ingegneria Industriale e dell'Informazione http://www.ingindinf.polimi.it
Dean of the School	Antonio Capone
Degree level	Laurea Magistrale (Equivalent To Master Of Science) - Ordinamento 270/04
Name	Computer Science and Engineering (481)	Campus	Milano Leonardo
Years of the programme already activated	1,2	Official length of the programme	2
Class of degree	LM-32 - Computer systems engineering
Coordinator of the Study programme	Gianpaolo Saverio Cugola
Official language(s)	The Laurea Magistrale (equivalent to Master of Science) programme is offered in English but the degree programme meets the requirements of MIUR (Ministry of Education, Universities and Research) note of 11.07.2018 and the CUN opinion of 10.23.2018.

1st Year

Code	SSD	Timetable: add and remove	Course Title	Language	Course location	Type	Period	CFU	CFU Group
088983	MAT/09		FOUNDATIONS OF OPERATIONS RESEARCH		MI	M	1st sem	5.0	5.0

089182	ING-INF/05		FORMAL LANGUAGES AND COMPILERS		MI	M	1st sem	5.0	5.0

089183	ING-INF/05		DATA BASES 2		MI	M	1st sem	5.0	5.0

054443	ING-INF/05		SOFTWARE ENGINEERING 2		MI	M	1st sem	5.0 [2.0]	5.0

088949	ING-INF/05		ADVANCED COMPUTER ARCHITECTURES		MI	M	2nd sem	5.0	5.0

095898	ING-INF/05		COMPUTING INFRASTRUCTURES		MI	M	2nd sem	5.0	10.0
055633	ING-INF/05		COMPUTER SECURITY - UIC 587		MI	M	2nd sem	5.0	10.0

--	--	---	Courses to be chosen from Group AUT	--	--	--	--	---	25.0
--	--	---	Courses to be chosen from Group BIO	--	--	--	--	---
--	--	---	Courses to be chosen from Group INT1	--	--	--	--	---
--	--	---	Courses to be chosen from Group INT2	--	--	--	--	---
--	--	---	Courses to be chosen from Group MAT	--	--	--	--	---
--	--	---	Courses to be chosen from Group TABA	--	--	--	--	---
--	--	---	Courses to be chosen from Group TABB	--	--	--	--	---
--	--	---	Courses to be chosen from Group TEL	--	--	--	--	---
--	--	---	Courses to be chosen from Group DOT	--	--	--	--	---

2nd Year

Code	SSD	Timetable: add and remove	Course Title	Language	Course location	Type	Period	CFU	CFU Group
--	--	---	Courses to be chosen from Group AUT	--	--	--	--	---	40.0
--	--	---	Courses to be chosen from Group BIO	--	--	--	--	---
--	--	---	Courses to be chosen from Group INT1	--	--	--	--	---
--	--	---	Courses to be chosen from Group INT2	--	--	--	--	---
--	--	---	Courses to be chosen from Group MAT	--	--	--	--	---
--	--	---	Courses to be chosen from Group TABA	--	--	--	--	---
--	--	---	Courses to be chosen from Group TABB	--	--	--	--	---
--	--	---	Courses to be chosen from Group TEL	--	--	--	--	---
--	--	---	Courses to be chosen from Group DOT	--	--	--	--	---

089254	--		FINAL EXAMINATION	--	--	V	1st sem	20.0	20.0
089254	--		FINAL EXAMINATION	--	--	V	2nd sem	20.0	20.0

Courses of the Group AUT

Code	SSD	Course Title	Course location	Type	Period	CFU
090914	ING-INF/04	CONTROL OF INDUSTRIAL ROBOTS	MI	M	1st sem	5.0
052366	ING-INF/04	CONTROL OF MOBILE ROBOTS	MI	M	1st sem	5.0
093060	ING-INF/04	SAFETY IN AUTOMATION SYSTEMS	MI	M	1st sem	5.0
096129	ING-INF/04	ADVANCED AND MULTIVARIABLE CONTROL	MI	M	2nd sem	10.0
093062	ING-INF/04	AUTOMATION AND CONTROL IN VEHICLES	MI	M	2nd sem	5.0
090916	ING-INF/04	AUTOMATION OF ENERGY SYSTEMS	MI	M	2nd sem	5.0
090915	ING-INF/04	PRODUCTION SYSTEMS CONTROL	MI	M	2nd sem	5.0
097484	ING-INF/04	SIMULATION TECHNIQUES AND TOOLS	MI	M	2nd sem	5.0

Courses of the Group BIO

Code	SSD	Course Title	Course location	Type	Period	CFU
099282	BIO/10	BIOINFORMATICS AND FUNCTIONAL GENOMICS	MI	M	1st sem	5.0
083042	ING-IND/34	CELLULAR BIOENGINEERING	MI	M	1st sem	10.0
098654	ING-INF/06	BIOMEDICAL SIGNAL PROCESSING - BIOE 440	MI	M	1st sem	5.0
098655	ING-INF/06	MEDICAL IMAGES - BIOE 421	MI	M	1st sem	5.0
054293	ING-INF/06	BIOMEDICAL SIGNAL PROCESSING AND MEDICAL IMAGES - BIOE 540-421 [I.C.]	MI	I	1st sem	10.0 [1.0]
054301	ING-INF/06	E-HEALTH METHODS AND APPLICATIONS [I.C.]	MI	I	1st sem	10.0 [1.0]
055765	ING-INF/06	TECHNOLOGIES FOR SENSORS AND CLINICAL INSTRUMENTATION - BIOE 430	MI	M	2nd sem	10.0 [1.0]

Courses of the Group DOT

Code	SSD	Course Title	Course location	Type	Period	CFU
056487	ING-INF/05	ADVANCED TOPICS ON HETEROGENEOUS SYSTEM ARCHITECTURES	MI	M	Annual	5.0
056488	ING-INF/05	APPLIED QUANTUM MACHINE LEARNING	MI	M	Annual	5.0
056489	ING-INF/05	BLOCKCHAIN AND DISTRIBUTED LEDGER TECHNOLOGIES: PRINCIPLES, APPLICATIONS, AND RESEARCH CHALLENGES	MI	M	Annual	5.0
056490	ING-INF/05	DATA AND INFORMATION QUALITY	MI	M	Annual	5.0
056491	ING-INF/05	DIGITAL DESIGN OF EMBEDDED SYSTEMS IN THE IOT AND RISC-V OPEN CORE ERA	MI	M	Annual	5.0
056492	ING-INF/05	EMBEDDED SOFTWARE RESEARCH: METHODOLOGIES AND CONCRETE CASES	MI	M	Annual	5.0
056493	ING-INF/05	ENERGY-AWARE AND APPROXIMATE COMPUTING	MI	M	Annual	5.0
056494	ING-INF/05	HUMAN-COMPUTER INTERACTION FOR AI (HCI4AI)	MI	M	Annual	5.0
056495	ING-INF/05	LEARNING SPARSE REPRESENTATIONS FOR IMAGE AND SIGNAL MODELING	MI	M	Annual	5.0
056496	ING-INF/05	PARALLEL COMPUTING ON TRADITIONAL (CORE-BASED) AND EMERGING GPU-BASED) ARCHITECTURES THROUGH OPENMP AND OPENACC / OPENCL	MI	M	Annual	5.0

Courses of the Group INT1

Code	SSD	Course Title	Course location	Type	Period	CFU
080931	MAT/01 MAT/02	ALGEBRA AND MATHEMATICAL LOGIC	MI	M	1st sem	5.0
085900	CHIM/07	GENERAL CHEMISTRY	MI	M	1st sem	5.0
089194	ING-INF/04	COMPLEX SYSTEMS AND NETWORKS	MI	M	1st sem	5.0
088983	MAT/09	FOUNDATIONS OF OPERATIONS RESEARCH	MI	M	1st sem	5.0
099325	ING-INF/03	FUNDAMENTALS OF MULTIMEDIA SIGNAL PROCESSING	MI	M	1st sem	5.0
091021	MAT/01	LOGIC AND ALGEBRA 2	MI	M	1st sem	5.0
089180	MAT/08	NUMERICAL ANALYSIS	MI	M	1st sem	5.0
088877	ING-INF/04	SYSTEMS THEORY (NONLINEAR DYNAMICS)	MI	M	1st sem	5.0
089195	ING-INF/04	COMPLEX SYSTEMS DYNAMICS	MI	I	1st sem	10.0
060001	BIO/09	BIOLOGY AND PHYSIOLOGY	BV	M	2nd sem	10.0
090037	ING-INF/04	MODEL IDENTIFICATION AND DATA ANALYSIS - 1ST MODULE	MI	M	2nd sem	5.0
090038	ING-INF/04	MODEL IDENTIFICATION AND DATA ANALYSIS - 2ND MODULE	MI	M	2nd sem	5.0
099322	ING-INF/03	SIGNALS AND SYSTEMS FOR COMMUNICATIONS	MI	M	2nd sem	10.0
051587	ING-INF/04	MODEL IDENTIFICATION AND DATA ANALYSIS	MI	I	2nd sem	10.0

Courses of the Group INT2

Code	SSD	Course Title	Language	Course location	Type	Period	CFU
097677	M-FIL/02	COMPUTER ETHICS		MI	M	1st sem	5.0
097678	ING-INF/07	DATA ACQUISITION SYSTEMS		MI	M	1st sem	5.0
095901	ING-INF/04	ICT FOR CONTROL SYSTEMS ENGINEERING		MI	M	1st sem	5.0
085899	ING-INF/07	MEASUREMENTS		MI	M	1st sem	5.0
099318	ING-INF/02	ELECTROMAGNETICS AND TRANSMISSION MEDIA		MI	M	1st sem	5.0
054092	ING-INF/01	SENSOR SYSTEMS		MI	M	1st sem	5.0 [3.0]
092183	INF/01	ONLINE GAME DESIGN	--	--	U	2nd sem	5.0
085901	ING-INF/04	INDUSTRIAL AUTOMATION		MI	M	2nd sem	5.0
052582	M-PED/03	COMMUNICATION AND ARGUMENTATION Closed number subject		MI	M	2nd sem	5.0 [5.0]
088805	ING-IND/10	THERMODYNAMICS AND HEAT TRANSFER		MI	M	2nd sem	5.0
055514	ING-IND/35	HIGH-TECH ENTREPRENEURSHIP		MI	M	2nd sem	5.0 [3.0]
088804	ING-IND/13	MECHANICS		MI	M	2nd sem	5.0
056275	IUS/01 IUS/20	INFORMATICS AND LAW		MI	I	2nd sem	5.0

Courses of the Group MAT

Code	SSD	Course Title	Course location	Type	Period	CFU
085925	MAT/05	MATHEMATICAL ANALYSIS III	MI	M	1st sem	5.0
097681	MAT/05	DISCRETE DYNAMICAL MODELS	MI	M	1st sem	5.0
088976	MAT/05	GAME THEORY	MI	M	1st sem	5.0
051823	MAT/09	DISCRETE OPTIMIZATION	MI	M	2nd sem	5.0
051822	MAT/09	NONLINEAR OPTIMIZATION	MI	M	2nd sem	5.0

Courses of the Group TABA

Code	SSD	Course Title	Course location	Type	Period	CFU
095903	ING-INF/05	ADVANCED OPERATING SYSTEMS	MI	M	1st sem	5.0
089214	ING-INF/05	ARTIFICIAL INTELLIGENCE	MI	M	1st sem	5.0
089183	ING-INF/05	DATA BASES 2	MI	M	1st sem	5.0
090950	ING-INF/05	DISTRIBUTED SYSTEMS	MI	M	1st sem	5.0
095905	ING-INF/05	EMBEDDED SYSTEMS 1	MI	M	1st sem	5.0
089182	ING-INF/05	FORMAL LANGUAGES AND COMPILERS	MI	M	1st sem	5.0
095943	ING-INF/05	PRINCIPLES OF PROGRAMMING LANGUAGES	MI	M	1st sem	5.0
052536	ING-INF/05	SOFT COMPUTING	MI	M	1st sem	5.0 [1.5]
054443	ING-INF/05	SOFTWARE ENGINEERING 2	MI	M	1st sem	5.0 [2.0]
052537	ING-INF/05	TECHNOLOGIES FOR INFORMATION SYSTEMS	MI	M	1st sem	5.0 [1.0]
089181	ING-INF/05	THEORETICAL COMPUTER SCIENCE	MI	M	1st sem	5.0
095907	ING-INF/05	EMBEDDED SYSTEMS	MI	I	1st sem	10.0
088949	ING-INF/05	ADVANCED COMPUTER ARCHITECTURES	MI	M	2nd sem	5.0
091023	ING-INF/05	BUSINESS INFORMATION SYSTEMS 1	MI	M	2nd sem	5.0
052535	ING-INF/05	BUSINESS INFORMATION SYSTEMS 2	MI	M	2nd sem	5.0 [5.0]
055633	ING-INF/05	COMPUTER SECURITY - UIC 587	MI	M	2nd sem	5.0
095898	ING-INF/05	COMPUTING INFRASTRUCTURES	MI	M	2nd sem	5.0
095941	ING-INF/05	DIGITAL SYSTEMS DESIGN METHODOLOGIES 1	MI	M	2nd sem	5.0
095940	ING-INF/05	DIGITAL SYSTEMS DESIGN METHODOLOGIES 2	MI	M	2nd sem	5.0
088882	ING-INF/05	FORMAL METHODS FOR CONCURRENT AND REAL-TIME SYSTEMS (UIC 545)	MI	M	2nd sem	5.0
089185	ING-INF/05	HIGH PERFORMANCE PROCESSORS AND SYSTEMS (UIC 569)	MI	M	2nd sem	5.0
097683	ING-INF/05	MACHINE LEARNING	MI	M	2nd sem	5.0
085879	ING-INF/05	INFORMATIC TECHNOLOGIES FOR THE WEB 1	MI	M	2nd sem	5.0
053879	ING-INF/05	BUSINESS INFORMATION SYSTEMS	MI	I	2nd sem	10.0 [5.0]
095942	ING-INF/05	DIGITAL SYSTEMS DESIGN METHODOLOGIES	MI	I	2nd sem	10.0

Courses of the Group TABB

Code	SSD	Course Title	Course location	Type	Period	CFU
054308	ING-INF/05	ADVANCED CYBERSECURITY TOPICS	MI	M	1st sem	5.0 [2.0]
097685	ING-INF/05	ADVANCED USER INTERFACES	MI	M	1st sem	5.0
054307	ING-INF/05	ARTIFICIAL NEURAL NETWORKS AND DEEP LEARNING	MI	M	1st sem	5.0
089169	ING-INF/05	AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS	MI	M	1st sem	5.0
095944	ING-INF/05	BIOINFORMATICS AND COMPUTATIONAL BIOLOGY	MI	M	1st sem	5.0
090945	ING-INF/05	COMPUTER SYSTEMS PERFORMANCE EVALUATION	MI	M	1st sem	5.0
094743	ING-INF/05	DATA MANAGEMENT FOR THE WEB	MI	M	1st sem	5.0
055632	ING-INF/05	DATA MINING AND TEXT MINING	MI	M	1st sem	5.0
093212	ING-INF/05	DESIGN AND IMPLEMENTATION OF MOBILE APPLICATIONS	MI	M	1st sem	5.0
099332	ING-INF/05	DIGITAL PROJECT MANAGEMENT	MI	M	1st sem	5.0
054447	ING-INF/05	DISTRIBUTED SOFTWARE DEVELOPMENT	MI	M	1st sem	5.0 [2.0]
052556	ING-INF/05	DOMAIN SPECIFIC MODELLING	MI	M	1st sem	5.0
095945	ING-INF/05	ICT FOR HEALTH CARE	MI	M	1st sem	5.0
099993	ING-INF/05	IMAGE ANALYSIS AND COMPUTER VISION	MI	M	1st sem	5.0
052533	ING-INF/05	MIDDLEWARE TECHNOLOGIES FOR DISTRIBUTED SYSTEMS	MI	M	1st sem	5.0 [1.0]
088946	ING-INF/05	NATURAL LANGUAGE PROCESSING	MI	M	1st sem	5.0
052534	ING-INF/05	RECOMMENDER SYSTEMS	MI	M	1st sem	5.0 [2.0]
054306	ING-INF/05	UNSTRUCTURED AND STREAMING DATA ENGINEERING	MI	M	1st sem	5.0
089175	ING-INF/05	VIDEOGAME DESIGN AND PROGRAMMING	MI	M	1st sem	5.0
095946	ING-INF/05	ADVANCED ALGORITHMS AND PARALLEL PROGRAMMING	MI	M	2nd sem	5.0
090957	ING-INF/05	CODE TRANSFORMATION AND OPTIMIZATION	MI	M	2nd sem	5.0
090958	ING-INF/05	COMPUTER GRAPHICS	MI	M	2nd sem	5.0
095947	ING-INF/05	CRYPTOGRAPHY AND ARCHITECTURES FOR COMPUTER SECURITY	MI	M	2nd sem	5.0
054444	ING-INF/05	DATA INTELLIGENCE APPLICATIONS	MI	M	2nd sem	5.0 [5.0]
090955	ING-INF/05	DEPENDABLE SYSTEMS	MI	M	2nd sem	5.0
055812	ING-INF/05	DIGITAL FORENSICS AND CYBERCRIME	MI	M	2nd sem	5.0
051308	ING-INF/05	DIGITAL INNOVATION LAB	MI	M	2nd sem	5.0
054445	ING-INF/05	ECONOMICS AND COMPUTATION	MI	M	2nd sem	5.0 [5.0]
089318	ING-INF/05	HYPERMEDIA APPLICATIONS (WEB AND MULTIMEDIA)	MI	M	2nd sem	5.0
089012	ING-INF/05	KNOWLEDGE ENGINEERING	MI	M	2nd sem	5.0
054446	ING-INF/05	MULTIDISCIPLINARY PROJECT	MI	M	2nd sem	5.0 [1.0]
090951	ING-INF/05	PHILOSOPHICAL ISSUES OF COMPUTER SCIENCE	MI	M	2nd sem	5.0
095948	ING-INF/05	PROCESS AND SERVICE DESIGN	MI	M	2nd sem	5.0
089013	ING-INF/05	ROBOTICS	MI	M	2nd sem	5.0
093217	ING-INF/05	ROBOTICS AND DESIGN	MI	M	2nd sem	5.0

Courses of the Group TEL

Code	SSD	Course Title	Course location	Type	Period	CFU
096120	ING-INF/03	COMMUNICATION NETWORK DESIGN	MI	M	1st sem	5.0
093269	MAT/03	DISCRETE MATHEMATICS	MI	M	1st sem	5.0
093735	MAT/09	GRAPH OPTIMIZATION	MI	M	2nd sem	5.0
054323	ING-INF/03	INTERNET OF THINGS	MI	M	2nd sem	5.0 [1.0]
089043	ING-INF/03	MULTIMEDIA INTERNET	MI	M	2nd sem	10.0
091036	ING-INF/03	MULTIMEDIA INTERNET APPLICATIONS	MI	M	2nd sem	5.0
052470	ING-INF/03	QUANTUM COMMUNICATIONS	MI	M	2nd sem	5.0
054327	ING-INF/03	WIRELESS INTERNET	MI	M	2nd sem	5.0 [1.0]
054328	ING-INF/03	WIRELESS NETWORKS	MI	I	2nd sem	10.0 [2.0]

manifesti v. 3.14.3 / 3.14.3

Area Servizi ICT

10/06/2026