COMPUTER SCIENCE AND ENGINEERING - Introducing the Master of Science in - Politecnico ...
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Scuola di Ingegneria Industriale e dell’Informazione
Dipartimento di Elettronica, Informazione e Bioingegneria
Introducing the Master of Science in
COMPUTER SCIENCE AND ENGINEERING
Prof. Gianpaolo Cugola & Prof. Pierluca Lanzi
Dipartimento di Elettronica, Informazione e Bioingegneria
Politecnico di Milano
Computer Science
Why studying computer science
Because without
computer science
we could not have these
“Open Days”!
Because we leave in the
information society
and computer science in
the key enabler for ICT
2
Where is computer science?
3
Politecnico di Milano
Engineering & Technology - 2020
Politecnico di Milano is
over 150 years old
One the most
ancient technical
(engineering) universities
in the world
QS Ranking of Tech. Univ. – 2021
21th worldwide
7th in Europe (1st public univ.)
1st in Italy
4
4
The Department - DEIB
Electronics Systems and
Control
Research @ DEIB
Computer
Science Bioengineering
Telecommunicat. Electrical
Engineering
Laboratories @ DEIB
7 Bioengineering Labs
13 Computer Science and Engineering,
6 System and Control Labs
5 Electrical Engineering Labs
6 Electronics Labs
11 Telecommunications Labs
The MSc in Comp. Science & Engineering
Curriculum in Computer Science and Engineering, in its current form, exists
since 2005
Even if it continually goes through significant changes to follow the
advances in our field
We are part of the School of Industrial & Information Engineering
civil, environmental and
land management eng.
…
computer science
Engineering industrial and information eng.
and engineering
architecture urban planning …
construction eng.
Schools Study courses
We are - and are proud of being - engineers
Employment statistics 2020
https://cm.careerservice.polimi.it/dati-occupazionali/ 9
Job offers
315 graduates
10Our programme
120 ECTS credits in two years
100 credits in courses, 20 credits for the Thesis, to be discussed after completing all
courses
All courses are taught in English
Attending courses is not mandatory (apart a few exceptions), but strongly suggested
No minimum requirements on credits or grade average per year (but if you have a grant ...)
Three “study plans” (PSPA)
One specifically tailored to Business and Innovation
One specifically tailored to Artificial Intelligence
One very generic, with a few mandatory courses and a lot of free choices (among a large
set of subjects)
11PSPA in Business and Innovation (T2D)
1st year in Leonardo, 2nd year in Bovisa
12PSPA in Artificial Intelligence (T2I)
The study plan will admit a
maximum of 120 students
selected on the basis of the
results got during previous
studies
13PSPA in Computer Science & Engineering (T2A)
Foundations of operations research
Formal languages and compilers
Mandatory courses Data bases 2
35 credits, 1st year Software engineering 2
Advanced Computer Architectures
Computing infrastructures
Computer security
Free choice among a
large set of subjects (more than 100, divided into
various tables)
65 credits
Thesis - 20 credits
14Informatics
•
Courses offered
TECHNOLOGIES FOR INFORMATION SYSTEMS
• ADVANCED OPERATING SYSTEMS
• ARTIFICIAL INTELLIGENCE
• EMBEDDED SYSTEMS
• SOFT COMPUTING
Automation • EMBEDDED SYSTEMS 1
• SAFETY IN AUTOMATION SYSTEMS • DISTRIBUTED SYSTEMS
• CONTROL OF INDUSTRIAL ROBOTS • PRINCIPLES OF PROGRAMMING LANGUAGES
• AUTOMATION OF ENERGY SYSTEMS • DIGITAL SYSTEMS DESIGN METHODOLOGIES
• ADVANCED AND MULTIVARIABLE CONTROL • THEORETICAL COMPUTER SCIENCE
Mandatory courses • PRODUCTION SYSTEMS CONTROL • FORMAL METHODS FOR CONCURRENT AND REAL-TIME SYSTEMS
• AUTOMATION AND CONTROL IN VEHICLES • HIGH PERFORMANCE PROCESSORS AND SYSTEMS
SSD Denominazione Insegnamento Sem CFU • SIMULATION TECHNIQUES AND TOOLS • DIGITAL SYSTEMS DESIGN METHODOLOGIES
• BUSINESS INFORMATION SYSTEMS
MAT/09 FOUNDATIONS OF OPERATIONS RESEARCH 1 5 BioEngineering • MACHINE LEARNING
1 5 • E-HEALTH METHODS AND APPLICATIONS [I.C.] • MIDDLEWARE TECHNOLOGIES FOR DIST. SYSTEMS
ING-INF/05 FORMAL LANGUAGES AND COMPILERS •
• BIOINFORMATICA E GENOMICA FUNZIONALE VIDEOGAME DESIGN AND PROGRAMMING
ING-INF/05 DATA BASES 2 1 5 • BIOLOGIA CELLULARE • BIOINFORMATICS AND COMPUTATIONAL BIOLOGY
ING-INF/05 SOFTWARE ENGINEERING 2 1 5 • BIOLOGIA E FISIOLOGIA • AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS
• TECHNOLOGIES FOR SENSORS AND CLINICAL • IMAGE ANALYSIS AND COMPUTER VISION
ING-INF/05 ADVANCED COMPUTER ARCHITECTURES 2 5 INSTRUMENTATION - BIOE 576-430 • DOMAIN SPECIFIC MODELLING
ING-INF/05 COMPUTING INFRASTRUCTURES 2 5 • BIOMEDICAL SIGNAL PROCESSING - BIOE 440 • DIGITAL PROJECT MANAGEMENT
• MEDICAL IMAGES - BIOE 421 • DESIGN AND IMPLEMENTATION OF MOBILE APPLICATIONS
ING-INF/05 COMPUTER SECURITY 2 5 • COMPUTER SYSTEMS PERFORMANCE EVALUATION
Basis • ADVANCED USER INTERFACES
• TEORIA DEI SISTEMI (DINAMICA NON LINEARE) • RECOMMENDER SYSTEMS
Telecommunications • ALGEBRA AND MATHEMATICAL LOGIC • DATA MANAGEMENT FOR THE WEB
• COMMUNICATION NETWORK DESIGN • COMPLESSITÀ NEI SISTEMI E NELLE RETI • ICT FOR HEALTH CARE
• DISCRETE MATHEMATICS • LOGICA E ALGEBRA 2 • DISTRIBUTED SOFTWARE DEVELOPMENT
• WIRELESS NETWORKS • DINAMICA DEI SISTEMI COMPLESSI • NATURAL LANGUAGE PROCESSING
• MULTIMEDIA INTERNET • NUMERICAL ANALYSIS • COMPUTER GRAPHICS
• GRAPH OPTIMIZATION • FUNDAMENTALS OF MULTIMEDIA SIGNAL PROCESSING • DIGITAL INNOVATION LAB
• WIRELESS INTERNET • BIOLOGIA E FISIOLOGIA • DATA INTELLIGENCE APPLICATIONS
• INTERNET OF THINGS • CHIMICA GENERALE • CRYPTOGRAPHY AND ARCHITECTURES FOR COMPUTER
• MULTIMEDIA INTERNET APPLICATIONS • SEGNALI PER LE COMUNICAZIONI SECURITY
• MODEL IDENTIFICATION AND DATA ANALISYS • PHILOSOPHICAL ISSUES OF COMPUTER SCIENCE
Other • ADVANCED ALGORITHMS AND PARALLEL PROGR.
• ECONOMIA DEI SERVIZI E DELLE RETI I Mathematics • DATA MINING AND TEXT MINING
• COMPUTER ETHICS • GAME THEORY • HYPERMEDIA APPLICATIONS
• ICT FOR CONTROL SYSTEMS ENGINEERING • DISCRETE DYNAMICAL MODELS • ROBOTICS AND DESIGN
• DATA ACQUISITION SYSTEMS • NONLINEAR OPTIMIZATION • KNOWLEDGE ENGINEERING
• SENSOR SYSTEMS • DISCRETE OPTIMIZATION • ECONOMICS AND COMPUTATION
• COMMUNICATION AND ICT: PRINCIPLES AND • ANALISI MATEMATICA III • CODE TRANSFORMATION AND OPTIMIZATION
APPLICATIONS • DEPENDABLE SYSTEMS
• INFORMATICA E DIRITTO • ROBOTICS
• MECCANICA (PER ING. INFORMATICA) • MULTIDISCIPLINARY PROJECT
• FISICA TECNICA • PROCESS AND SERVICE DESIGN
• MISURE
• AUTOMAZIONE INDUSTRIALETable and constraints
Tables: Constraints:
TABA: Methodological courses At least 55 credits from TABA and
TABB: Application-oriented courses TABB, 45 of these 55 from TABA
DOT: Doctoral-level courses At least 15 credits from tab. INT1
BIO: bio-engineering At most one doctoral-level course
AUT: Industrial Automation (tab. DOT)
TEL: Telecommunications See the official
MAT: Mathematics documentation
INT1 and INT2: Other areas outside CS
16PSPA in Computer Science & Eng. - Tracks
Foundations of operations research Mandatory courses
Business informatics, analytics & intelligence
Formal languages and compilers 35 credits, 1st year
Software engineering for complex systems
Data bases 2
Software engineering 2
Ambient and data intelligence
Advanced Computer Architectures
Bioinformatics and e-health
Interactive Applications
Big data & data science
Computing infrastructures
Internet Engineering
Robotics and vision
Computer security
Pervasive systems
Cybersecurity
Thesis - 20 credits
17Tracks and Research
The 10 tracks are closely connected with the research activity at DEIB
Each track suggests the courses to choose in order to have a coherent offer
(which respects the various constraints)
We do our best to avoid overlapping in the timetable within each track
18Tailoring you admission
In your past curriculum:
you may not have taken courses that we consider prerequisites: you have to take them now,
or you may have taken courses very close to those offered here: you cannot take them again
If you miss some prerequisite, you will be assigned one or more courses
they are mandatory! Otherwise no graduation!
they contribute to the 120 credits count and to the final average
If in your past curriculum you have already taken courses close to those offered here, they will
be “forbidden”
Examples:
If you have already taken Numerical Analysis but not Mathematical logic, it will be forbidden to
choose Num. Analysis and you will have to take Logic and Algebra
If you have already taken Formal Languages and Compilers, it will be forbidden. You will be left
with one less mandatory course (more free choices)
19Additional opportunities
ASP – Alta Scuola Politecnica
Restricted to a small number of talented students from PoliTO and PoliMI
Offers “short-term”, advanced courses and multidisciplinary projects
Runs in parallel with the Master of Science programs of the two institutions
http://www.asp-poli.it/
IEDE – Internal Erasmus in Design & Information Engineering
Allows a selected number of students to take some courses from the School of Design...
… and viceversa
Bridges the two cultures of Engineering and Design in the area of Communication and
Information Management
http://hoc12.elet.polimi.it/erasmusinterno/
20Additional opportunities (cont.)
Honours programme
Parallel curricula including additional courses, workshops, field experiences
For a limited number of selected students
The title is officially reported in the students' transcript together with the description of the
conducted activities
Two curricula
Engineering for Sustainable Develop.
An inter-School (School of Ind. & Inf. Eng. + School of Civil, Env. and Land Mgmt Eng.) programme
Centered around sustainable development
http://www.polimi.it/corsi/percorsi-di-alta-formazione/honours-programme-engineering-for-
sustainable-development/
Scientific Research in Information Technology
Aims at training MSc students in conducting scientific research in IT
Allows selected students to join a research group and to achieve an original research result potentially
leading to a scientific publication
http://www.honours-programme.deib.polimi.it/
21Additional opportunities (cont.)
Ambassador in Smart Technologies
Starting with the 2021-2022 academic year, the new path PoliMI Ambassador in Smart
Infrastructures will be active as part of our master's degree
Implementation:
130 CFU (120 + 10 CFU)
30 CFU
30 CFU smart
10 CFU smart 20 CFU smart
Vertical Courses
(topics in CS) + Transversal Courses
(topics different from CS)
https://www.polimi.it/en/polimi-ambassador 22International agreements
Erasmus
Typical stays of one or two semesters in one of these institutions during the second
year
The Joint Master with the University of Illinois at Chicago
Double degrees with several Universities
23EIT Digital Study Tracks at POLIMI Remaining places Examples of Second Year
Double Degree in Computer Science and Engineering for 2021/22! Specializations
Programme Fintech 0
• Financial IT Systems
• Cloud Infrastructures
Entrepreneurship
combining technical majors in ICT with a • Blockchain
Innovation
minor in Innovation & Entrepreneurship • Machine Learning and Deep Learning
Data Science • Distributed Systems
&
1
I year at Politecnico di Milano • Big Data Management
II year at a partner university in Europe Human-Computer
• Advanced User Interfaces
4 • Computational Interaction
Interaction & Design
• Interactive Systems and Services
Key Features
For information and local recruitment
• International study experience: 2 years in
2 different European cities, 2 degrees eitdigital@polimi.it
The applications for EIT Digital are already closed for
• Industry-based internship associated with
the Master Thesis Website 2021/22, but there will be a last chance to participate
mastereit.polimi.it through local recruitment in September. Places are
• 2-week Summer School with a business
challenge limited. Express ASAP your interest to: eitdigital@polimi.it
• Value community and strong partner Requirements
network of companies and universities Enrolling for 2020/21 (September intake) in Computer Science Engineering at POLIMI
• Scholarships and tuition fee waivers Competitive academic records and strong motivationthat future is yours to shape”
B. Obama - https://www.youtube.com/watch?v=6XvmhE1J9PY
Questions?
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