COURSE - Università Roma Tre

Degree Course: Computational Sciences A.Y. 2018/2019

Expected learning outcomes Syllabus Italian version

FIRST YEAR

First semester

Course

Credits

Scientific Disciplinary Sector Code

Contact Hours

Exercise Hours

Laboratory Hours

Personal Study Hours

Type of Activity

Language

Optional Group: 3 Insegnamenti caratterizzanti, formazione teorica avanzata (MAT/01, MAT/02, MAT/03, MAT/05) per un totale di 21 cfu - (show)

20402083 - AL4 - ELEMENTS OF ADVANCED ALGEBRA (objectives) Acquire a good knowledge of the concepts and methods of the theory of polynomial equations in one variable. Learn how to apply the techniques and methods of abstract algebra. Understand and apply the fundamental theorem of Galois correspondence to study the "complexity" of a polynomial.	7	MAT/02	60	12	-	-	Core compulsory activities	ITA
20402094 - AL410 - COMMUTATIVE ALGEBRA	Also available in another semester or year
20402095 - AL420 - ALGEBRAIC THEORY OF NUMBERS	Also available in another semester or year
20402091 - TN410 - INTRODUCTION TO NUMBER THEORY	Also available in another semester or year
20402087 - GE310 - ELEMENTS OF ADVANCED GEOMETRY (objectives) Topology: topological classification of curves and surfaces. Differential geometry: study of the geometry of curves and surfaces in R^3 to provide concrete and easily calculable examples on the concept of curvature in geometry. The methods used place the geometry in relation to calculus of several variables, linear algebra and topology, providing the student with a broad view of some aspects of mathematics	7	MAT/03	60	12	-	-	Core compulsory activities	ITA
20402104 - GE410 - ALGEBRAIC GEOMETRY 1 (objectives) Introduce to the study of topology and geometry defined through algebraic tools. Refine the concepts in algebra through applications to the study of algebraic varieties in affine and projective spaces.	7	MAT/03	60	-	-	-	Core compulsory activities	ITA
20410038 - GRAPH THEORY (objectives) Provide tools and methods for graph theory	7	MAT/03	60	-	-	-	Core compulsory activities	ITA
20402085 - AM310 - ELEMENTS OF ADVANCED ANALYSIS (objectives) To acquire a good knowledge of the theory of abstract integration. Introduction to functional analysis: Banach and Hilbert spaces	7	MAT/05	60	12	-	-	Core compulsory activities	ITA
20410144 - AM450 - ANALISI FUNZIONALE	Also available in another semester or year
20410334 - AC310 - Complex analysis	Also available in another semester or year
20410362 - CR510 – ELLIPTIC CRYPTOSYSTEMS	Also available in another semester or year
20410346 - CR410-Public Key Criptography (objectives) Acquire a basic understanding of the notions and methods of public-key encryption theory, providing an overview of the models which are most widely used in this field	7	MAT/03	60	-	-	-	Core compulsory activities	ITA
20410349 - IN410-Computability and Complexity (objectives) Improve the understanding of the mathematical aspects of the notion of computation, and study the relationships between different computational models and the computational complexity	7	MAT/01	60	12	-	-	Core compulsory activities	ITA
20410189 - LM410 -THEOREMS IN LOGIC 1 (objectives) To acquire a good knowledge of first order classical logic and its fundamental theorems	7	MAT/01	60	-	-	-	Core compulsory activities	ITA
20410190 - LM420 - THEOREMS IN LOGIC 2 (objectives) To support the students into an in-depth analysis of the main results of first order classical logic and to study some of their remarkable consequences	7	MAT/01	60	-	-	-	Core compulsory activities	ITA
20410191 - LM430 - LOGICAL THEORIES 2	Also available in another semester or year
20410192 - LM510 - LOGICAL THEORIES 1	Also available in another semester or year
20402097 - AM410 - ELLITTIC PARTIAL DIFFERENTIAL EQUATIONS (objectives) To develop a good knowledge of the general methods and the classical techniques useful in the study of partial differential equations	7	MAT/05	10	-	-	-	Core compulsory activities	ITA
20402098 - AM420 - SOBOLEV SPACES AND PARTIAL DERIVATIVE EQUATIONS	Also available in another semester or year

Optional Group: 2 Caratterizzanti, formazione modellistica-applicativa (MAT/06, MAT/07, MAT/08, MAT/09) per un totale di 14 cfu - (show)

Optional Group: 4 insegnamenti Affini tra tutti i FIS, INF/01, ING-INF/03, ING-INF/04, ING-INF/05, MAT/04,06,07,08,09, SECS-S/01, SECS-S/06 per un totale di 28 CFU - (show)

20410140 - IN430 - ADVANCED COMPUTING TECHNIQUES	Also available in another semester or year
20410143 - IN440 - COMBINATORIAL OPTIMISATION	Also available in another semester or year
20410148 - IN480 - PARALLEL AND DISTRIBUTED COMPUTING (objectives) Acquire techniques in parallel and distributed programming, and the knowledge of modern hardware and software architectures for high-performance scientific computing. Learn distributed iterative methods for simulating numerical problems. Acquire the knowledge of the newly developed languages for dynamic programming in scientific computing, such as the Julia language	7	ING-INF/05	60	12	-	-	Related or supplementary learning activities	ITA
20410149 - IN490 - PROGRAMMING LANGUAGES (objectives) Introduce the main concepts of formal language theory and their application to the classification of programming languages. Introduce the main techniques for the syntactic analysis of programming languages. Learn to recognize the structure of a programming language and the techniques to implement its abstract machine. Study the object-oriented paradigm and another non-imperative paradigm	7	INF/01	60	-	-	-	Related or supplementary learning activities	ITA
20410152 - IN540 - COMPUTATIONAL TOPOLOGY	Also available in another semester or year
20410069 - FS410 - LABORATORIO DI DIDATTICA DELLA FISICA	Also available in another semester or year
20402122 - FS420 - QUANTUM MECHANICS (objectives) Provide a basic knowledge of quantum mechanics, discussing the main experimental evidence and the resulting theoretical interpretations that led to the crisis of classical physics, and illustrating its basic principles: notion of probability, wave-particle duality, indetermination principle. Quantum dynamics, the Schroedinger equation and its solution for some relevant physical systems are then described.	7	FIS/02	60	-	-	-	Related or supplementary learning activities	ITA
20410150 - FS510 - MONTECARLO METHODS	Also available in another semester or year
20410147 - IN470- COMPUTATIONAL METHODS IN SYSTEMS BIOLOGY (objectives) Acquire the basic knowledge of biological systems and problems related to their understanding, also in relation to deviations from normal functioning and thus to the insurgence of pathologies. Take care of the modeling aspect as well as of numerical simulation, especially for problems formulated by means of equations and discrete systems. Acquire the knowledge of the major bio-informatics algorithms useful to analyze biological data	7	INF/01	60	-	-	-	Related or supplementary learning activities	ITA
20410193 - ME410 - ELEMENTARY MATHEMATICS FROM AN ADVANCED POINT OF VIEW	Also available in another semester or year
20410342 - FM310 - Equations of Mathematical Physics	Also available in another semester or year
20410343 - MC310 - Fundaments of Complementary Mathematics (objectives) 1. Conceptual basis of mathematics: first principles in arithmetic, geometry, probability; the idea of proof; mathematics, philosophy and scientific knowledge. 2. Discrete and continuous. Euclidean geometry, natural numbers, the real line. Conceptual, epistemological, linguistic and didactic nodes of teaching and learning mathematics. 3. Mathematics in culture: social and economic role of mathematics, mathematics in education, the international mathematical community. 4. Planning and developing methodologies for teaching mathematics, with the aim of building a curriculum in mathematics for high schools and technical and trade schools.	7	MAT/04	60	12	-	-	Related or supplementary learning activities	ITA
20402088 - AN410 - NUMERICAL ANALYSIS 1 (objectives) Provide the basic elements (including implementation in a programming language) of elementary numerical approximation techniques, in particular those related to solution of linear systems and nonlinear scalar equations, interpolation and approximate integration	7	MAT/08	60	12	-	-	Related or supplementary learning activities	ITA
20410345 - CP410 - Theory of Probability (objectives) Foundations of modern probability theory: measure theory, 0/1 laws, independence, conditional expectation with respect to sub sigma algebras, characteristic functions, the central limit theorem, branching processes, discrete parameter martingale theory	7	MAT/06	60	-	-	-	Related or supplementary learning activities	ITA
20402123 - MA410 - APPLIED AND INDUSTRIAL MATHEMATICS	Also available in another semester or year
20410350 - MF410 - Computational Finance	Also available in another semester or year
20410351 - ST410-Introduction to Statistics (objectives) Introduction to the basics of mathematical statistics and data analysis, including quantitative numerical experiments using suitable statistical software.	7	MAT/06	60	12	-	-	Related or supplementary learning activities	ITA
20402092 - AN420 - NUMERICAL ANALYSIS 2	Also available in another semester or year
20410352 - CP420-Introduction to Stochastic Processes	Also available in another semester or year
20410355 - AN430- Finite Element Method (objectives) Introduce to the finite element method for the numerical solution of partial differential equations, in particular: computational fluid dynamics, transport problems; computational solid mechanics	7	MAT/07	60	-	-	-	Related or supplementary learning activities	ITA
20402101 - CP430 - STOCHASTIC CALCULUS	Also available in another semester or year
20410357 - FS430- Theory of Relativity	Also available in another semester or year
20410356 - FM430-Mathematical Statistical Mechanics	Also available in another semester or year
20410358 - FS440 - Data Acquisition and Experimental Control (objectives) The lectures and laboratories allow the student to learn the basic concepts pinpointing the data acquisition of a high energy physics experiment with specific regard to the data collection, control of the experiment and monitoring	7	FIS/04	60	-	-	-	Related or supplementary learning activities	ITA
20410359 - FS450 - Elements of Statistical Mechanics	Also available in another semester or year
20410371 - IN450 - ALGORITHMS FOR CRYPTOGRAPHY (objectives) Acquire the knowledge of the main encryption algorithms. Deepen the mathematical skills necessary for the description of the algorithms. Acquire the cryptanalysis techniques used in the assessment of the security level provided by the encryption systems	7	INF/01	60	-	-	-	Related or supplementary learning activities	ITA
20410363 - IN520-SECURITY IN TELECOMMUNICATIONS	Also available in another semester or year
20410364 - IN550 – MACHINE LEARNING	Also available in another semester or year
20410347 - FM410-Complements of Analytical Mechanics (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory
- FM410-Complements of Analytical Mechanics - MODULE A	Also available in another semester or year
- FM410-Complements of Analytical Mechanics - Module B	Also available in another semester or year

Optional Group: 12 CFU a scelta dello studente - (show)

Optional Group: 16 cfu di altre attività formative - (show)

Second semester

Course

Credits

Scientific Disciplinary Sector Code

Contact Hours

Exercise Hours

Laboratory Hours

Personal Study Hours

Type of Activity

Language

Optional Group: 3 Insegnamenti caratterizzanti, formazione teorica avanzata (MAT/01, MAT/02, MAT/03, MAT/05) per un totale di 21 cfu - (show)

20402083 - AL4 - ELEMENTS OF ADVANCED ALGEBRA	Also available in another semester or year
20402094 - AL410 - COMMUTATIVE ALGEBRA (objectives) Acquire a good knowledge of some methods and fundamental results in the study of the commutative rings and their modules, with particular reference to the study of ring classes of interest for the algebraic theory of numbers and for algebraic geometry	7	MAT/02	60	-	-	-	Core compulsory activities	ITA
20402095 - AL420 - ALGEBRAIC THEORY OF NUMBERS (objectives) Acquire methods and techniques of modern algebraic theory of numbers through classic problems initiated by Fermat, Euler, Lagrange, Dedekind, Gauss, Kronecker	7	MAT/02	60	-	-	-	Core compulsory activities	ITA
20402091 - TN410 - INTRODUCTION TO NUMBER THEORY (objectives) Acquire a good knowledge of the concepts and methods of the elementary number theory, with particular reference to the study of the Diophantine equations and congruence equations. Provide prerequisites for more advanced courses of algebraic and analytical number theory	7	MAT/02	60	-	-	-	Core compulsory activities	ITA
20402087 - GE310 - ELEMENTS OF ADVANCED GEOMETRY	Also available in another semester or year
20402104 - GE410 - ALGEBRAIC GEOMETRY 1	Also available in another semester or year
20410038 - GRAPH THEORY	Also available in another semester or year
20402085 - AM310 - ELEMENTS OF ADVANCED ANALYSIS	Also available in another semester or year
20410144 - AM450 - ANALISI FUNZIONALE (objectives) To acquire a good knowledge of functional analysis: Banach and Hilbert spaces, weak topologies, linear and continuous operators, compact operators, spectral theory	7	MAT/05	60	-	-	-	Core compulsory activities	ITA
20410334 - AC310 - Complex analysis (objectives) To acquire a broad knowledge of holomorphic and meromorphic functions of one complex variable and of their main properties. To acquire good dexterity in complex integration and in the calculation of real definite integrals	7	MAT/05	60	12	-	-	Core compulsory activities	ITA
20410362 - CR510 – ELLIPTIC CRYPTOSYSTEMS (objectives) Acquire a basic knowledge of the concepts and methods related to the theory of public key cryptography using the group of points of an elliptic curve on a finite field. Apply the theory of elliptic curves to classical problems of computational number theory such as factorization and primality testing	7	MAT/03	60	-	-	-	Core compulsory activities	ITA
20410346 - CR410-Public Key Criptography	Also available in another semester or year
20410349 - IN410-Computability and Complexity	Also available in another semester or year
20410189 - LM410 -THEOREMS IN LOGIC 1	Also available in another semester or year
20410190 - LM420 - THEOREMS IN LOGIC 2	Also available in another semester or year
20410191 - LM430 - LOGICAL THEORIES 2 (objectives) To acquire the basic notions of Zermelo-Fraenkel's axiomatic set theory and present some problems related to that theory	7	MAT/01	60	-	-	-	Core compulsory activities	ITA
20410192 - LM510 - LOGICAL THEORIES 1 (objectives) To introduce the students to some questions of the twentieth century proof-theory, relating them to contemporary research	7	MAT/01	60	-	-	-	Core compulsory activities	ITA
20402097 - AM410 - ELLITTIC PARTIAL DIFFERENTIAL EQUATIONS	Also available in another semester or year
20402098 - AM420 - SOBOLEV SPACES AND PARTIAL DERIVATIVE EQUATIONS (objectives) To acquire a good knowledge of the general methods andÿclassical techniques necessary for the study ofÿweak solutions of partial differential equations	7	MAT/05	-	10	-	-	Core compulsory activities	ITA

Optional Group: 2 Caratterizzanti, formazione modellistica-applicativa (MAT/06, MAT/07, MAT/08, MAT/09) per un totale di 14 cfu - (show)

20402088 - AN410 - NUMERICAL ANALYSIS 1	Also available in another semester or year
20402092 - AN420 - NUMERICAL ANALYSIS 2 (objectives) Introduce to the study and implementation of more advanced numerical approximation techniques, in particular related to approximate solution of ordinary differential equations, and to a further advanced topic to be chosen between the optimization and the fundamentals of approximation of partial differential equations.	7	MAT/08	60	12	-	-	Core compulsory activities	ITA
20402123 - MA410 - APPLIED AND INDUSTRIAL MATHEMATICS (objectives) Present a number of problems, of interest for application in various scientific and technological areas. Deal with the modeling aspects as well as those of numerical simulation, especially for problems formulated in terms of partial differential equations	7	MAT/08	60	12	-	-	Core compulsory activities	ITA
20402101 - CP430 - STOCHASTIC CALCULUS (objectives) Elements of stochastic analysis: Gaussian processes, Brownian motion, probabilistic representation for the solution to partial differential equations, stochastic integration and stochastic differential equations	7	MAT/06	-	-	-	-	Core compulsory activities	ITA
20410342 - FM310 - Equations of Mathematical Physics (objectives) To acquire a good knowledge of the elementary theory of partial differential equations and of the basic methods of solution, with particular focus on the equations describing problems in mathematical physics	7	MAT/07	60	12	-	-	Core compulsory activities	ITA
20410345 - CP410 - Theory of Probability	Also available in another semester or year
20410351 - ST410-Introduction to Statistics	Also available in another semester or year
20410352 - CP420-Introduction to Stochastic Processes (objectives) Introduction to the theory of stochastic processes. Markov chains: ergodic theory, coupling, mixing times, with applications to random walks, card shuffling, and the Monte Carlo method. The Poisson process, continuous time Markov chains, convergence to equilibrium for some simple interacting particle systems	7	MAT/06	60	-	-	-	Core compulsory activities	ITA
20410355 - AN430- Finite Element Method	Also available in another semester or year
20410356 - FM430-Mathematical Statistical Mechanics (objectives) To acquire a solid knowledge of the mathematical theory of statistical mechanics, and of the methods for studying models of interacting particles.	7	MAT/07	60	-	-	-	Core compulsory activities	ITA
20410347 - FM410-Complements of Analytical Mechanics (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory
- FM410-Complements of Analytical Mechanics - MODULE A (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory	3	MAT/07	30	-	-	-	Core compulsory activities	ITA
- FM410-Complements of Analytical Mechanics - Module B (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory	4	MAT/07	30	-	-	-	Core compulsory activities	ITA

Optional Group: 4 insegnamenti Affini tra tutti i FIS, INF/01, ING-INF/03, ING-INF/04, ING-INF/05, MAT/04,06,07,08,09, SECS-S/01, SECS-S/06 per un totale di 28 CFU - (show)

20410140 - IN430 - ADVANCED COMPUTING TECHNIQUES (objectives) Acquire the conceptual skills in structuring problems according to the object-oriented programming paradigm. Acquire the ability to design algorithmic solutions based on the object-oriented paradigm. Acquire the basic concepts related to programming techniques based on the object-oriented paradigm. Introduce the fundamental notions of parallel and concurrent programming	7	INF/01	60	-	-	-	Related or supplementary learning activities	ITA
20410143 - IN440 - COMBINATORIAL OPTIMISATION (objectives) Acquire skills on key solution techniques for combinatorial optimization problems; improve the skills on graph theory; acquire advanced technical skills for designing, analyzing and implementing algorithms aimed to solve optimization problems on graphs, trees and flow networks	7	INF/01	60	-	-	-	Related or supplementary learning activities	ITA
20410148 - IN480 - PARALLEL AND DISTRIBUTED COMPUTING	Also available in another semester or year
20410149 - IN490 - PROGRAMMING LANGUAGES	Also available in another semester or year
20410152 - IN540 - COMPUTATIONAL TOPOLOGY (objectives) Introduce the study of computational topology and in particular the concepts, representations and algorithms for topological and geometric structures to support geometric modeling, construction of simulations meshes, and scientific visualization. Acquire techniques for parallel implementation in the representation and processing of large-sized graphs and complexes. Application of sparse matrices, for the implementation of algorithms on graphs and complexes with linear algebraic methods	7	ING-INF/05	60	-	-	-	Related or supplementary learning activities	ITA
20410069 - FS410 - LABORATORIO DI DIDATTICA DELLA FISICA (objectives) Learn statistical and laboratory techniques for the preparation of didactic physics experiments	7	FIS/08	60	-	-	-	Related or supplementary learning activities	ITA
20402122 - FS420 - QUANTUM MECHANICS	Also available in another semester or year
20410150 - FS510 - MONTECARLO METHODS (objectives) Acquire the basic elements for dealing with mathematics and physics problems using statistical methods based on random numbers	7	FIS/01	60	-	-	-	Related or supplementary learning activities	ITA
20410147 - IN470- COMPUTATIONAL METHODS IN SYSTEMS BIOLOGY	Also available in another semester or year
20410193 - ME410 - ELEMENTARY MATHEMATICS FROM AN ADVANCED POINT OF VIEW (objectives) Illustrate, using a critical and unitary approach,ÿsome interesting and classical results and notions that are central for teaching mathematics in high school (focussing, principally, on arithmetics, geometry and algebra). The aim of the course is also to give a contribution to teachers training through the investigation on historical, didactic and cultural aspects of these topics	7	MAT/04	60	-	-	-	Related or supplementary learning activities	ITA
20410342 - FM310 - Equations of Mathematical Physics (objectives) To acquire a good knowledge of the elementary theory of partial differential equations and of the basic methods of solution, with particular focus on the equations describing problems in mathematical physics	7	MAT/07	60	12	-	-	Related or supplementary learning activities	ITA
20410343 - MC310 - Fundaments of Complementary Mathematics	Also available in another semester or year
20402088 - AN410 - NUMERICAL ANALYSIS 1	Also available in another semester or year
20410345 - CP410 - Theory of Probability	Also available in another semester or year
20402123 - MA410 - APPLIED AND INDUSTRIAL MATHEMATICS (objectives) Present a number of problems, of interest for application in various scientific and technological areas. Deal with the modeling aspects as well as those of numerical simulation, especially for problems formulated in terms of partial differential equations	7	MAT/08	60	12	-	-	Related or supplementary learning activities	ITA
20410350 - MF410 - Computational Finance (objectives) Basic knowledge of financial markets, introduction to computational and theoretical models for quantitative finance, portoflio optimization, risk analysis. The computational aspects are mostly developed within the Matlab environment	7	SECS-S/06	60	-	-	-	Related or supplementary learning activities	ITA
20410351 - ST410-Introduction to Statistics	Also available in another semester or year
20402092 - AN420 - NUMERICAL ANALYSIS 2 (objectives) Introduce to the study and implementation of more advanced numerical approximation techniques, in particular related to approximate solution of ordinary differential equations, and to a further advanced topic to be chosen between the optimization and the fundamentals of approximation of partial differential equations.	7	MAT/08	60	12	-	-	Related or supplementary learning activities	ITA
20410352 - CP420-Introduction to Stochastic Processes (objectives) Introduction to the theory of stochastic processes. Markov chains: ergodic theory, coupling, mixing times, with applications to random walks, card shuffling, and the Monte Carlo method. The Poisson process, continuous time Markov chains, convergence to equilibrium for some simple interacting particle systems	7	MAT/06	60	-	-	-	Related or supplementary learning activities	ITA
20410355 - AN430- Finite Element Method	Also available in another semester or year
20402101 - CP430 - STOCHASTIC CALCULUS (objectives) Elements of stochastic analysis: Gaussian processes, Brownian motion, probabilistic representation for the solution to partial differential equations, stochastic integration and stochastic differential equations	7	MAT/06	-	-	-	-	Related or supplementary learning activities	ITA
20410357 - FS430- Theory of Relativity (objectives) Make the student familiar with the theoretical underpinnings of General Relativity, both as a geometric theory of space-time and by stressing analogies and differences with the field theories based on local symmetries that describe the interactions among elementary particles. Illustrate the basic elements of differential geometry needed to correctly frame the various concepts. Introduce the student to extensions of the theory of interest for current research	7	FIS/02	60	-	-	-	Related or supplementary learning activities	ITA
20410356 - FM430-Mathematical Statistical Mechanics (objectives) To acquire a solid knowledge of the mathematical theory of statistical mechanics, and of the methods for studying models of interacting particles.	7	MAT/07	60	-	-	-	Related or supplementary learning activities	ITA
20410358 - FS440 - Data Acquisition and Experimental Control	Also available in another semester or year
20410359 - FS450 - Elements of Statistical Mechanics (objectives) Gain knowledge of fundamental principles of statistical mechanics for classical and quantum systems	7	FIS/02	60	-	-	-	Related or supplementary learning activities	ITA
20410371 - IN450 - ALGORITHMS FOR CRYPTOGRAPHY	Also available in another semester or year
20410363 - IN520-SECURITY IN TELECOMMUNICATIONS (objectives) Introduce the basic concepts of security and then show how to acquire autonomy in updating the understanding in the data and networks security domain. Provide the basic concepts for understanding and evaluating a security solution. Provide the basic knowledge to produce security solutions for small/medium-sized system	7	ING-INF/03	42	-	-	-	Related or supplementary learning activities	ITA
20410364 - IN550 – MACHINE LEARNING (objectives) Learn to instruct a computer to acquire concepts using data, without being explicitly programmed. Acquire knowledge of the main methods of supervised and non-supervised machine learning, and discuss the properties and criteria of applicability. Acquire the ability to formulate correctly the problem, to choose the appropriate algorithm, and to perform the experimental analysis in order to evaluate the results obtained. Take care of the practical aspect of the implementation of the introduced methods by presenting different examples of use in different application scenarios	7	INF/01	60	-	-	-	Related or supplementary learning activities	ITA
20410347 - FM410-Complements of Analytical Mechanics (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory
- FM410-Complements of Analytical Mechanics - MODULE A (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory	3	MAT/07	30	-	-	-	Related or supplementary learning activities	ITA
- FM410-Complements of Analytical Mechanics - Module B (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory	4	MAT/07	30	-	-	-	Related or supplementary learning activities	ITA

Optional Group: 12 CFU a scelta dello studente - (show)

Optional Group: 16 cfu di altre attività formative - (show)

SECOND YEAR

First semester

Course

Credits

Scientific Disciplinary Sector Code

Contact Hours

Exercise Hours

Laboratory Hours

Personal Study Hours

Type of Activity

Language

Optional Group: 3 Insegnamenti caratterizzanti, formazione teorica avanzata (MAT/01, MAT/02, MAT/03, MAT/05) per un totale di 21 cfu - (show)

20402083 - AL4 - ELEMENTS OF ADVANCED ALGEBRA (objectives) Acquire a good knowledge of the concepts and methods of the theory of polynomial equations in one variable. Learn how to apply the techniques and methods of abstract algebra. Understand and apply the fundamental theorem of Galois correspondence to study the "complexity" of a polynomial.	7	MAT/02	60	12	-	-	Core compulsory activities	ITA
20402094 - AL410 - COMMUTATIVE ALGEBRA	Also available in another semester or year
20402095 - AL420 - ALGEBRAIC THEORY OF NUMBERS	Also available in another semester or year
20402091 - TN410 - INTRODUCTION TO NUMBER THEORY	Also available in another semester or year
20402087 - GE310 - ELEMENTS OF ADVANCED GEOMETRY (objectives) Topology: topological classification of curves and surfaces. Differential geometry: study of the geometry of curves and surfaces in R^3 to provide concrete and easily calculable examples on the concept of curvature in geometry. The methods used place the geometry in relation to calculus of several variables, linear algebra and topology, providing the student with a broad view of some aspects of mathematics	7	MAT/03	60	12	-	-	Core compulsory activities	ITA
20402104 - GE410 - ALGEBRAIC GEOMETRY 1 (objectives) Introduce to the study of topology and geometry defined through algebraic tools. Refine the concepts in algebra through applications to the study of algebraic varieties in affine and projective spaces.	7	MAT/03	60	-	-	-	Core compulsory activities	ITA
20410038 - GRAPH THEORY (objectives) Provide tools and methods for graph theory	7	MAT/03	60	-	-	-	Core compulsory activities	ITA
20402085 - AM310 - ELEMENTS OF ADVANCED ANALYSIS (objectives) To acquire a good knowledge of the theory of abstract integration. Introduction to functional analysis: Banach and Hilbert spaces	7	MAT/05	60	12	-	-	Core compulsory activities	ITA
20410144 - AM450 - ANALISI FUNZIONALE	Also available in another semester or year
20410334 - AC310 - Complex analysis	Also available in another semester or year
20410362 - CR510 – ELLIPTIC CRYPTOSYSTEMS	Also available in another semester or year
20410346 - CR410-Public Key Criptography (objectives) Acquire a basic understanding of the notions and methods of public-key encryption theory, providing an overview of the models which are most widely used in this field	7	MAT/03	60	-	-	-	Core compulsory activities	ITA
20410349 - IN410-Computability and Complexity (objectives) Improve the understanding of the mathematical aspects of the notion of computation, and study the relationships between different computational models and the computational complexity	7	MAT/01	60	12	-	-	Core compulsory activities	ITA
20410189 - LM410 -THEOREMS IN LOGIC 1 (objectives) To acquire a good knowledge of first order classical logic and its fundamental theorems	7	MAT/01	60	-	-	-	Core compulsory activities	ITA
20410190 - LM420 - THEOREMS IN LOGIC 2 (objectives) To support the students into an in-depth analysis of the main results of first order classical logic and to study some of their remarkable consequences	7	MAT/01	60	-	-	-	Core compulsory activities	ITA
20410191 - LM430 - LOGICAL THEORIES 2	Also available in another semester or year
20410192 - LM510 - LOGICAL THEORIES 1	Also available in another semester or year
20402097 - AM410 - ELLITTIC PARTIAL DIFFERENTIAL EQUATIONS (objectives) To develop a good knowledge of the general methods and the classical techniques useful in the study of partial differential equations	7	MAT/05	10	-	-	-	Core compulsory activities	ITA
20402098 - AM420 - SOBOLEV SPACES AND PARTIAL DERIVATIVE EQUATIONS	Also available in another semester or year

Optional Group: 2 Caratterizzanti, formazione modellistica-applicativa (MAT/06, MAT/07, MAT/08, MAT/09) per un totale di 14 cfu - (show)

Optional Group: 4 insegnamenti Affini tra tutti i FIS, INF/01, ING-INF/03, ING-INF/04, ING-INF/05, MAT/04,06,07,08,09, SECS-S/01, SECS-S/06 per un totale di 28 CFU - (show)

20410140 - IN430 - ADVANCED COMPUTING TECHNIQUES	Also available in another semester or year
20410143 - IN440 - COMBINATORIAL OPTIMISATION	Also available in another semester or year
20410148 - IN480 - PARALLEL AND DISTRIBUTED COMPUTING (objectives) Acquire techniques in parallel and distributed programming, and the knowledge of modern hardware and software architectures for high-performance scientific computing. Learn distributed iterative methods for simulating numerical problems. Acquire the knowledge of the newly developed languages for dynamic programming in scientific computing, such as the Julia language	7	ING-INF/05	60	12	-	-	Related or supplementary learning activities	ITA
20410149 - IN490 - PROGRAMMING LANGUAGES (objectives) Introduce the main concepts of formal language theory and their application to the classification of programming languages. Introduce the main techniques for the syntactic analysis of programming languages. Learn to recognize the structure of a programming language and the techniques to implement its abstract machine. Study the object-oriented paradigm and another non-imperative paradigm	7	INF/01	60	-	-	-	Related or supplementary learning activities	ITA
20410152 - IN540 - COMPUTATIONAL TOPOLOGY	Also available in another semester or year
20410069 - FS410 - LABORATORIO DI DIDATTICA DELLA FISICA	Also available in another semester or year
20402122 - FS420 - QUANTUM MECHANICS (objectives) Provide a basic knowledge of quantum mechanics, discussing the main experimental evidence and the resulting theoretical interpretations that led to the crisis of classical physics, and illustrating its basic principles: notion of probability, wave-particle duality, indetermination principle. Quantum dynamics, the Schroedinger equation and its solution for some relevant physical systems are then described.	7	FIS/02	60	-	-	-	Related or supplementary learning activities	ITA
20410150 - FS510 - MONTECARLO METHODS	Also available in another semester or year
20410147 - IN470- COMPUTATIONAL METHODS IN SYSTEMS BIOLOGY (objectives) Acquire the basic knowledge of biological systems and problems related to their understanding, also in relation to deviations from normal functioning and thus to the insurgence of pathologies. Take care of the modeling aspect as well as of numerical simulation, especially for problems formulated by means of equations and discrete systems. Acquire the knowledge of the major bio-informatics algorithms useful to analyze biological data	7	INF/01	60	-	-	-	Related or supplementary learning activities	ITA
20410193 - ME410 - ELEMENTARY MATHEMATICS FROM AN ADVANCED POINT OF VIEW	Also available in another semester or year
20410342 - FM310 - Equations of Mathematical Physics	Also available in another semester or year
20410343 - MC310 - Fundaments of Complementary Mathematics (objectives) 1. Conceptual basis of mathematics: first principles in arithmetic, geometry, probability; the idea of proof; mathematics, philosophy and scientific knowledge. 2. Discrete and continuous. Euclidean geometry, natural numbers, the real line. Conceptual, epistemological, linguistic and didactic nodes of teaching and learning mathematics. 3. Mathematics in culture: social and economic role of mathematics, mathematics in education, the international mathematical community. 4. Planning and developing methodologies for teaching mathematics, with the aim of building a curriculum in mathematics for high schools and technical and trade schools.	7	MAT/04	60	12	-	-	Related or supplementary learning activities	ITA
20402088 - AN410 - NUMERICAL ANALYSIS 1 (objectives) Provide the basic elements (including implementation in a programming language) of elementary numerical approximation techniques, in particular those related to solution of linear systems and nonlinear scalar equations, interpolation and approximate integration	7	MAT/08	60	12	-	-	Related or supplementary learning activities	ITA
20410345 - CP410 - Theory of Probability (objectives) Foundations of modern probability theory: measure theory, 0/1 laws, independence, conditional expectation with respect to sub sigma algebras, characteristic functions, the central limit theorem, branching processes, discrete parameter martingale theory	7	MAT/06	60	-	-	-	Related or supplementary learning activities	ITA
20402123 - MA410 - APPLIED AND INDUSTRIAL MATHEMATICS	Also available in another semester or year
20410350 - MF410 - Computational Finance	Also available in another semester or year
20410351 - ST410-Introduction to Statistics (objectives) Introduction to the basics of mathematical statistics and data analysis, including quantitative numerical experiments using suitable statistical software.	7	MAT/06	60	12	-	-	Related or supplementary learning activities	ITA
20402092 - AN420 - NUMERICAL ANALYSIS 2	Also available in another semester or year
20410352 - CP420-Introduction to Stochastic Processes	Also available in another semester or year
20410355 - AN430- Finite Element Method (objectives) Introduce to the finite element method for the numerical solution of partial differential equations, in particular: computational fluid dynamics, transport problems; computational solid mechanics	7	MAT/07	60	-	-	-	Related or supplementary learning activities	ITA
20402101 - CP430 - STOCHASTIC CALCULUS	Also available in another semester or year
20410357 - FS430- Theory of Relativity	Also available in another semester or year
20410356 - FM430-Mathematical Statistical Mechanics	Also available in another semester or year
20410358 - FS440 - Data Acquisition and Experimental Control (objectives) The lectures and laboratories allow the student to learn the basic concepts pinpointing the data acquisition of a high energy physics experiment with specific regard to the data collection, control of the experiment and monitoring	7	FIS/04	60	-	-	-	Related or supplementary learning activities	ITA
20410359 - FS450 - Elements of Statistical Mechanics	Also available in another semester or year
20410371 - IN450 - ALGORITHMS FOR CRYPTOGRAPHY (objectives) Acquire the knowledge of the main encryption algorithms. Deepen the mathematical skills necessary for the description of the algorithms. Acquire the cryptanalysis techniques used in the assessment of the security level provided by the encryption systems	7	INF/01	60	-	-	-	Related or supplementary learning activities	ITA
20410363 - IN520-SECURITY IN TELECOMMUNICATIONS	Also available in another semester or year
20410364 - IN550 – MACHINE LEARNING	Also available in another semester or year
20410347 - FM410-Complements of Analytical Mechanics (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory
- FM410-Complements of Analytical Mechanics - MODULE A	Also available in another semester or year
- FM410-Complements of Analytical Mechanics - Module B	Also available in another semester or year

Optional Group: 12 CFU a scelta dello studente - (show)

Optional Group: 16 cfu di altre attività formative - (show)

Second semester

Course

Credits

Scientific Disciplinary Sector Code

Contact Hours

Exercise Hours

Laboratory Hours

Personal Study Hours

Type of Activity

Language

Optional Group: 3 Insegnamenti caratterizzanti, formazione teorica avanzata (MAT/01, MAT/02, MAT/03, MAT/05) per un totale di 21 cfu - (show)

20402083 - AL4 - ELEMENTS OF ADVANCED ALGEBRA	Also available in another semester or year
20402094 - AL410 - COMMUTATIVE ALGEBRA (objectives) Acquire a good knowledge of some methods and fundamental results in the study of the commutative rings and their modules, with particular reference to the study of ring classes of interest for the algebraic theory of numbers and for algebraic geometry	7	MAT/02	60	-	-	-	Core compulsory activities	ITA
20402095 - AL420 - ALGEBRAIC THEORY OF NUMBERS (objectives) Acquire methods and techniques of modern algebraic theory of numbers through classic problems initiated by Fermat, Euler, Lagrange, Dedekind, Gauss, Kronecker	7	MAT/02	60	-	-	-	Core compulsory activities	ITA
20402091 - TN410 - INTRODUCTION TO NUMBER THEORY (objectives) Acquire a good knowledge of the concepts and methods of the elementary number theory, with particular reference to the study of the Diophantine equations and congruence equations. Provide prerequisites for more advanced courses of algebraic and analytical number theory	7	MAT/02	60	-	-	-	Core compulsory activities	ITA
20402087 - GE310 - ELEMENTS OF ADVANCED GEOMETRY	Also available in another semester or year
20402104 - GE410 - ALGEBRAIC GEOMETRY 1	Also available in another semester or year
20410038 - GRAPH THEORY	Also available in another semester or year
20402085 - AM310 - ELEMENTS OF ADVANCED ANALYSIS	Also available in another semester or year
20410144 - AM450 - ANALISI FUNZIONALE (objectives) To acquire a good knowledge of functional analysis: Banach and Hilbert spaces, weak topologies, linear and continuous operators, compact operators, spectral theory	7	MAT/05	60	-	-	-	Core compulsory activities	ITA
20410334 - AC310 - Complex analysis (objectives) To acquire a broad knowledge of holomorphic and meromorphic functions of one complex variable and of their main properties. To acquire good dexterity in complex integration and in the calculation of real definite integrals	7	MAT/05	60	12	-	-	Core compulsory activities	ITA
20410362 - CR510 – ELLIPTIC CRYPTOSYSTEMS (objectives) Acquire a basic knowledge of the concepts and methods related to the theory of public key cryptography using the group of points of an elliptic curve on a finite field. Apply the theory of elliptic curves to classical problems of computational number theory such as factorization and primality testing	7	MAT/03	60	-	-	-	Core compulsory activities	ITA
20410346 - CR410-Public Key Criptography	Also available in another semester or year
20410349 - IN410-Computability and Complexity	Also available in another semester or year
20410189 - LM410 -THEOREMS IN LOGIC 1	Also available in another semester or year
20410190 - LM420 - THEOREMS IN LOGIC 2	Also available in another semester or year
20410191 - LM430 - LOGICAL THEORIES 2 (objectives) To acquire the basic notions of Zermelo-Fraenkel's axiomatic set theory and present some problems related to that theory	7	MAT/01	60	-	-	-	Core compulsory activities	ITA
20410192 - LM510 - LOGICAL THEORIES 1 (objectives) To introduce the students to some questions of the twentieth century proof-theory, relating them to contemporary research	7	MAT/01	60	-	-	-	Core compulsory activities	ITA
20402097 - AM410 - ELLITTIC PARTIAL DIFFERENTIAL EQUATIONS	Also available in another semester or year
20402098 - AM420 - SOBOLEV SPACES AND PARTIAL DERIVATIVE EQUATIONS (objectives) To acquire a good knowledge of the general methods andÿclassical techniques necessary for the study ofÿweak solutions of partial differential equations	7	MAT/05	-	10	-	-	Core compulsory activities	ITA

Optional Group: 2 Caratterizzanti, formazione modellistica-applicativa (MAT/06, MAT/07, MAT/08, MAT/09) per un totale di 14 cfu - (show)

20402088 - AN410 - NUMERICAL ANALYSIS 1	Also available in another semester or year
20402092 - AN420 - NUMERICAL ANALYSIS 2 (objectives) Introduce to the study and implementation of more advanced numerical approximation techniques, in particular related to approximate solution of ordinary differential equations, and to a further advanced topic to be chosen between the optimization and the fundamentals of approximation of partial differential equations.	7	MAT/08	60	12	-	-	Core compulsory activities	ITA
20402123 - MA410 - APPLIED AND INDUSTRIAL MATHEMATICS (objectives) Present a number of problems, of interest for application in various scientific and technological areas. Deal with the modeling aspects as well as those of numerical simulation, especially for problems formulated in terms of partial differential equations	7	MAT/08	60	12	-	-	Core compulsory activities	ITA
20402101 - CP430 - STOCHASTIC CALCULUS (objectives) Elements of stochastic analysis: Gaussian processes, Brownian motion, probabilistic representation for the solution to partial differential equations, stochastic integration and stochastic differential equations	7	MAT/06	-	-	-	-	Core compulsory activities	ITA
20410342 - FM310 - Equations of Mathematical Physics (objectives) To acquire a good knowledge of the elementary theory of partial differential equations and of the basic methods of solution, with particular focus on the equations describing problems in mathematical physics	7	MAT/07	60	12	-	-	Core compulsory activities	ITA
20410345 - CP410 - Theory of Probability	Also available in another semester or year
20410351 - ST410-Introduction to Statistics	Also available in another semester or year
20410352 - CP420-Introduction to Stochastic Processes (objectives) Introduction to the theory of stochastic processes. Markov chains: ergodic theory, coupling, mixing times, with applications to random walks, card shuffling, and the Monte Carlo method. The Poisson process, continuous time Markov chains, convergence to equilibrium for some simple interacting particle systems	7	MAT/06	60	-	-	-	Core compulsory activities	ITA
20410355 - AN430- Finite Element Method	Also available in another semester or year
20410356 - FM430-Mathematical Statistical Mechanics (objectives) To acquire a solid knowledge of the mathematical theory of statistical mechanics, and of the methods for studying models of interacting particles.	7	MAT/07	60	-	-	-	Core compulsory activities	ITA
20410347 - FM410-Complements of Analytical Mechanics (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory
- FM410-Complements of Analytical Mechanics - MODULE A (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory	3	MAT/07	30	-	-	-	Core compulsory activities	ITA
- FM410-Complements of Analytical Mechanics - Module B (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory	4	MAT/07	30	-	-	-	Core compulsory activities	ITA

Optional Group: 4 insegnamenti Affini tra tutti i FIS, INF/01, ING-INF/03, ING-INF/04, ING-INF/05, MAT/04,06,07,08,09, SECS-S/01, SECS-S/06 per un totale di 28 CFU - (show)

20410140 - IN430 - ADVANCED COMPUTING TECHNIQUES (objectives) Acquire the conceptual skills in structuring problems according to the object-oriented programming paradigm. Acquire the ability to design algorithmic solutions based on the object-oriented paradigm. Acquire the basic concepts related to programming techniques based on the object-oriented paradigm. Introduce the fundamental notions of parallel and concurrent programming	7	INF/01	60	-	-	-	Related or supplementary learning activities	ITA
20410143 - IN440 - COMBINATORIAL OPTIMISATION (objectives) Acquire skills on key solution techniques for combinatorial optimization problems; improve the skills on graph theory; acquire advanced technical skills for designing, analyzing and implementing algorithms aimed to solve optimization problems on graphs, trees and flow networks	7	INF/01	60	-	-	-	Related or supplementary learning activities	ITA
20410148 - IN480 - PARALLEL AND DISTRIBUTED COMPUTING	Also available in another semester or year
20410149 - IN490 - PROGRAMMING LANGUAGES	Also available in another semester or year
20410152 - IN540 - COMPUTATIONAL TOPOLOGY (objectives) Introduce the study of computational topology and in particular the concepts, representations and algorithms for topological and geometric structures to support geometric modeling, construction of simulations meshes, and scientific visualization. Acquire techniques for parallel implementation in the representation and processing of large-sized graphs and complexes. Application of sparse matrices, for the implementation of algorithms on graphs and complexes with linear algebraic methods	7	ING-INF/05	60	-	-	-	Related or supplementary learning activities	ITA
20410069 - FS410 - LABORATORIO DI DIDATTICA DELLA FISICA (objectives) Learn statistical and laboratory techniques for the preparation of didactic physics experiments	7	FIS/08	60	-	-	-	Related or supplementary learning activities	ITA
20402122 - FS420 - QUANTUM MECHANICS	Also available in another semester or year
20410150 - FS510 - MONTECARLO METHODS (objectives) Acquire the basic elements for dealing with mathematics and physics problems using statistical methods based on random numbers	7	FIS/01	60	-	-	-	Related or supplementary learning activities	ITA
20410147 - IN470- COMPUTATIONAL METHODS IN SYSTEMS BIOLOGY	Also available in another semester or year
20410193 - ME410 - ELEMENTARY MATHEMATICS FROM AN ADVANCED POINT OF VIEW (objectives) Illustrate, using a critical and unitary approach,ÿsome interesting and classical results and notions that are central for teaching mathematics in high school (focussing, principally, on arithmetics, geometry and algebra). The aim of the course is also to give a contribution to teachers training through the investigation on historical, didactic and cultural aspects of these topics	7	MAT/04	60	-	-	-	Related or supplementary learning activities	ITA
20410342 - FM310 - Equations of Mathematical Physics (objectives) To acquire a good knowledge of the elementary theory of partial differential equations and of the basic methods of solution, with particular focus on the equations describing problems in mathematical physics	7	MAT/07	60	12	-	-	Related or supplementary learning activities	ITA
20410343 - MC310 - Fundaments of Complementary Mathematics	Also available in another semester or year
20402088 - AN410 - NUMERICAL ANALYSIS 1	Also available in another semester or year
20410345 - CP410 - Theory of Probability	Also available in another semester or year
20402123 - MA410 - APPLIED AND INDUSTRIAL MATHEMATICS (objectives) Present a number of problems, of interest for application in various scientific and technological areas. Deal with the modeling aspects as well as those of numerical simulation, especially for problems formulated in terms of partial differential equations	7	MAT/08	60	12	-	-	Related or supplementary learning activities	ITA
20410350 - MF410 - Computational Finance (objectives) Basic knowledge of financial markets, introduction to computational and theoretical models for quantitative finance, portoflio optimization, risk analysis. The computational aspects are mostly developed within the Matlab environment	7	SECS-S/06	60	-	-	-	Related or supplementary learning activities	ITA
20410351 - ST410-Introduction to Statistics	Also available in another semester or year
20402092 - AN420 - NUMERICAL ANALYSIS 2 (objectives) Introduce to the study and implementation of more advanced numerical approximation techniques, in particular related to approximate solution of ordinary differential equations, and to a further advanced topic to be chosen between the optimization and the fundamentals of approximation of partial differential equations.	7	MAT/08	60	12	-	-	Related or supplementary learning activities	ITA
20410352 - CP420-Introduction to Stochastic Processes (objectives) Introduction to the theory of stochastic processes. Markov chains: ergodic theory, coupling, mixing times, with applications to random walks, card shuffling, and the Monte Carlo method. The Poisson process, continuous time Markov chains, convergence to equilibrium for some simple interacting particle systems	7	MAT/06	60	-	-	-	Related or supplementary learning activities	ITA
20410355 - AN430- Finite Element Method	Also available in another semester or year
20402101 - CP430 - STOCHASTIC CALCULUS (objectives) Elements of stochastic analysis: Gaussian processes, Brownian motion, probabilistic representation for the solution to partial differential equations, stochastic integration and stochastic differential equations	7	MAT/06	-	-	-	-	Related or supplementary learning activities	ITA
20410357 - FS430- Theory of Relativity (objectives) Make the student familiar with the theoretical underpinnings of General Relativity, both as a geometric theory of space-time and by stressing analogies and differences with the field theories based on local symmetries that describe the interactions among elementary particles. Illustrate the basic elements of differential geometry needed to correctly frame the various concepts. Introduce the student to extensions of the theory of interest for current research	7	FIS/02	60	-	-	-	Related or supplementary learning activities	ITA
20410356 - FM430-Mathematical Statistical Mechanics (objectives) To acquire a solid knowledge of the mathematical theory of statistical mechanics, and of the methods for studying models of interacting particles.	7	MAT/07	60	-	-	-	Related or supplementary learning activities	ITA
20410358 - FS440 - Data Acquisition and Experimental Control	Also available in another semester or year
20410359 - FS450 - Elements of Statistical Mechanics (objectives) Gain knowledge of fundamental principles of statistical mechanics for classical and quantum systems	7	FIS/02	60	-	-	-	Related or supplementary learning activities	ITA
20410371 - IN450 - ALGORITHMS FOR CRYPTOGRAPHY	Also available in another semester or year
20410363 - IN520-SECURITY IN TELECOMMUNICATIONS (objectives) Introduce the basic concepts of security and then show how to acquire autonomy in updating the understanding in the data and networks security domain. Provide the basic concepts for understanding and evaluating a security solution. Provide the basic knowledge to produce security solutions for small/medium-sized system	7	ING-INF/03	42	-	-	-	Related or supplementary learning activities	ITA
20410364 - IN550 – MACHINE LEARNING (objectives) Learn to instruct a computer to acquire concepts using data, without being explicitly programmed. Acquire knowledge of the main methods of supervised and non-supervised machine learning, and discuss the properties and criteria of applicability. Acquire the ability to formulate correctly the problem, to choose the appropriate algorithm, and to perform the experimental analysis in order to evaluate the results obtained. Take care of the practical aspect of the implementation of the introduced methods by presenting different examples of use in different application scenarios	7	INF/01	60	-	-	-	Related or supplementary learning activities	ITA
20410347 - FM410-Complements of Analytical Mechanics (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory
- FM410-Complements of Analytical Mechanics - MODULE A (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory	3	MAT/07	30	-	-	-	Related or supplementary learning activities	ITA
- FM410-Complements of Analytical Mechanics - Module B (objectives) To deepen the study of dynamical systems, with more advanced methods, in the context of Lagrangian and Hamiltonian theory	4	MAT/07	30	-	-	-	Related or supplementary learning activities	ITA

Optional Group: 12 CFU a scelta dello studente - (show)

Optional Group: 16 cfu di altre attività formative - (show)

20410403 - FINAL EXAM (objectives)

Final examination and foreign language test

ITA

TOTAL

120

Università Roma Tre

Degree Course: Computational Sciences A.Y. 2018/2019

Expected learning outcomes Syllabus Italian version

Autonomia di giudizio

Abilità comunicative

Capacità di apprendimento

Requisiti di ammissione

Prova finale

Il Corso di Studio in breve