Data Science for fundamental sciences and engineering


Second year schedule: a help to select your exams.

The student needs to select one 12 CFU exam (domain methodology: table 1), 2 exams of 6 CFU (Table 2), and 12 CFU of free choice. For the methodology and domain CFUs the student is recommended to select exams of the same type: (SB = Fundamental Sciences, EN = Enginnering). For other combinations the study plan needs to be approved by the board of the master (CCS).

Some simple rules need to be followed:
  1. Domain Methodology Exam. This 12 CFU exam may be either a 12 CFU course or the sum of two 6 CFUs modules (a few examples are given). They need to be picked up from Table 1. It can also be picked up (only for 12 CFU courses) from Table 2 but, if this is the case, the two domain exams need to be selected from Table 1 either as two 6 CFU modules of a course intended to be offered as 12 CFU's or as 2 courses of 6 CFUs each (always among those in Table 1).
  3. Domain Exams. They need to be selected among those listed in Table 2. The above rule needs to be kept in mind.
  5. Free Choice exams. As the name says, these are 12 free choice CFU's which can be selected preferably among all the courses offered by the Polytechnic and fundamental Sciences Schhol. A good solution could be to pick up exams from either Table 2 or Table 1.

    6. Some pre-worked examples can be found here


course
CFU
notes
Insegnamento Curriculare I
12
to be chosen among those listed in Table 1
Insegnamento Curriculare II
6
to be chosen among those listed in Table 2
Insegnamento Curriculare III
6
to be chosen among those listed in Table 2
Insegnamento a scelta libera
12
Note A
Free choice activity
2
Note B
Final exam (Thesis/internship)
22
Note C
Total CFU second year
60

Table I: domain methodology


course
CFU
notes
type
Algorithms and parallel computing
Computational complexity
12 (6+6)
Courses offered by the ??
SB/EN
Models in Mathematical Physics
Numerical methods
12 (6+6)
Courses offered by the ??
SB/EN
Information Theory
Computational complexity
12 (6+6)
Courses offered by the ??
SB/EN
Numerical methods
6
Courses offered by the ??
SB/EN
Models in Mathematical Physics
6
Course offered at the Department of ???
SB
Operational research
6
Courses offered by the xxxxxx
SB/EN
Computational complexity
6
Course offered at the Department of ?
SB/EN
Algorithms and parallel computing
6
Course offered at the Department of Mathematics
??
Information Theory
6
Course offered at the Department of ?
SB/EN
Data Security
6
Course offered at the Department of ?
??
Introduction to Bio-technologies
6
Course offered at the Department of ?
??
Dara uncertainties
6
Course offered at the Department of ?
??

Table II: exams specific to the domain


course
CFU
notes
type
Astroinformatcs
6
Course offered by Dept. of Physics
SB
Geo-informatics
6
Course offered by DDept. of Physics
EF
Data Analisys in Physics
6
Course offered by the Dept. of Physics
SB/EN
Mathematics for Cryptography
6
Course offered by DIETI
SB/EN
Computational Physics
6
Course offered at the Department of ?
SB
Auditing and Governance
12
Course offered at the Department of ?
SB/EN
Computational chemistry
6
Course offered at the Department of Chemistry
SB/EN
Image Processing
6
Course offered at the Department of DIETI
EF
Text mining
6
Course offered at the Department of ?
SB/EN
Data visualization
6
Course offered at the Department of ?
SB/EN
Theory of Signals
6
Course offered at the Department DIETI
SB/EN
Statistical methods for industrial process monitoring
6
Course offered at the Department DII
SB/EN
Environmental risk monitoring and evaluation
6
Course offered at the Department DIETI
SB/EN
Advanced non linear methods for mechanical signal processing
6
Course offered at the Department DIETI
SB/EN
Bioinformatics
6
Course offered at the Department ?
SB/EN
Bioinformatics advanced
6
Course offered at the Department ??
SB/EN
Metagenomics
6
Course offered at the Department ??
SB/EN
Genomics
6
Course offered at the Department ??
SB/EN
Proteomics
6
Course offered at the Department DIETI
SB/EN

Module
CFU
Teoria delle reti e applicazioni
6
Metodi Statistici per laValutazione
6
Ottimizzazione dinamica
6
Probabilità e processi stocastici
6
Modelli e metodi statistici per le previsioni
6
Statistica computazionale
6
Epistemologia critica delle scienze sociali: teorie metodi e dati
12
Finanza matematica
6
Metodi quantitativi per gli economisti
12
Analisi microeconomica
12
Analisi microeconomica - corso integrato
12
Auditing e governance d'azienda
12
Governance e strategia aziendale
12
Teoria della finanza
12
Software e applicazioni per l'analisi statistica di dati economici
6
Econometria
6
The digital society
6
Concept analysis in the web environment
6
Analisi organizzativa dei big data
6
Module
CFU
Numerical methods
6
Mathematical Physics Models
6
Ricerca operativa
6
Computational complexity
6
Algorithms and parallel computing
6
Information theory
6
Data security
6
Incertezza dei dati
6
Astroinformatica
6
Geoinformaticaa
6
Analisi dati in Fisica
6
Mathematics for Cryptography
6
Fisica computazionale
6
Image processing
6
Text mining
6
Data visualization
6
Introduzione alla bioinformatica
6
Bioinformatica avanzata
6
Teoria dei segnali
6
Statistical methods for industrial process monitoring
6
Advanced non linear methods for mechanical signal processing
6
Chimica computationale
6
Metodi computazionali per lo studio delle reazioni di interesse industriale
6
Module
CFU
Statistica medica per la RWE
12
Introduzione alla bioinformatica
6
Bioinformatica avanzata
6
Farmacoepidemiologia
6
Farmacoviglianza
6
Metodologia epidemiologia clinica
6
Fondamenti di Oncologia
6
Fondamenti di Cardiologia
6
Introduzione alle biotecnologie e biologia
6
Metagenomica
6
Genomica
6
Proteomica
6
Modellistica degli ecosistemi
6