Study programs - Institute of Data Science and Digital Technologies

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Doctoral studies

VU DOCTORAL STUDY PROGRAM INFORMATICS ENGINEERING (T 007)

VU DOCTORAL STUDY PROGRAM INFORMATICS ENGINEERING (T 007)

Compulsory Subjects

Scientific areas	Course unit title	Number of credits	Semester	Lecturers
N 009, T 007	Research Methods in Informatics and Informatics Engineering	8	In the spring of the first study year	A. Lupeikienė S. Gudas V. Marcinkevičius I. Belovas
N 009, T 007	Fundamental methods of informatics and informatics engineering science	8	In the autumn of the second study year	J. Žilinskas R. Baronas A. Jakaitienė O. Kurasova L. Laibinis V. Marcinkevičius G. Tamulevičius

Alternative Optional Subjects

Scientific areas	Course unit title	Number of credits	Semester	Lecturers
T 007	Blockchain technologies	7	Spring	R. Paulavičius E. Filatovas S. Masteika
T 007	Big data analytics	7	Autumn	V. Medvedev J. Bernatavičienė G. Dzemyda
T 007	Speech signal processing	7	Autumn	G. Tamulevičius G. Korvel P. Treigys
T 007	Parallel and distributed computing	7	Spring	J. Žilinskas A. Lančinskas V. Medvedev
T 007	Machine learning	7	Autumn	V. Marcinkevičius L. Petkevičius V. Valaitis
T 007	Model-driven systems engineering	7	Spring	S. Gudas A. Lopata A. Lupeikienė
T 007	Natural language processing	7	Spring	V. Marcinkevičius G. Korvel G. Tamulevičius
T 007	Requirements engineering: methods and tools	7	Autumn	S. Gudas A. Lopata A. Lupeikienė
T 007	Systems analysis technologies of informatics engineering	7	Autumn	S. Gudas A. Lopata A. Lupeikienė
T 007	Digital signal processing	7	Spring	G. Tamulevičius G. Korvel P. Treigys
T 007	Decision making strategies	7	Autumn	G. Dzemyda O. Kurasova E. Filatovas
T 007	Technology enhanced learning	7	Autumn	V. Dagienė T. Jevsikova V. Dolgopolovas
T 007	Image analysis and processing	7	Spring	P. Treigys J. Bernatavičienė G. Tamulevičius
T 007	Knowledge-based information systems engineering	7	Spring	A. Lopata S. Gudas D. Dzemydienė

In all: 14

VU Doctoral Study Program Informatics (N 009)

VU Doctoral Study Program Informatics (N 009)

Scientific areas	Course unit title	Number of credits	Semester	Lecturers
N 009, T 007	Research Methods in Informatics and Informatics Engineering	8	In the spring of the first study year	A. Lupeikienė S. Gudas V. Marcinkevičius I. Belovas
N 009, T 007	Fundamental methods of informatics and informatics engineering science	8	In the autumn of the second study year	J. Žilinskas R. Baronas A. Jakaitienė O. Kurasova L. Laibinis V. Marcinkevičius G. Tamulevičius

Alternative Optional Subjects

Scientific areas	Course unit title	Number of credits	Semester	Lecturers
N 009	Automated verification and validation methods	7	Spring	L. Laibinis R. Vaicekauskas H. Giedra
N 009	Multidimensional data visualization	7	Spring	G. Dzemyda O. Kurasova J. Žilinskas
N 009	Efficient algorithms	7	Autumn	A. Juozapavičius T. Meškauskas E. Manstavičius
N 009	Deep neural networks	7	Spring	P. Treigys O. Kurasova V. Medvedev
N 009	Applications of classical geometry in surface modeling	7	Autumn	S. Zubė R. Krasauskas K. Karčiauskas
N 009	Computer-aided modeling of curves and surfaces	7	Spring	K. Karčiauskas R. Krasauskas S. Zubė
N 009	Nonlinear statistical models for massive data analysis	7	Spring	A. Jakaitienė M. Radavičius O. Kurasova
N 009	Optimization methods and their applications	7	Autumn	J. Žilinskas A. Lančinskas R. Paulavičius
N 009	Process assessment and improvement models	7	Spring	R. Baronas S. Peldžius S. Ragaišis
N 009	Formal semantics and specification methods for software-based systems	7	Autumn	L. Laibinis R. Baronas K. Petrauskas
N 009	Computational intelligence in investing in securities	7	Autumn	A. Raudys V. Dičiūnas Š. Raudys
N 009	Numerical modeling	7	Spring	T. Meškauskas R. Baronas L. Bukauskas
N 009	Statistical modelling and stochastic programming	7	Autumn	I. Belovas S. Minkevičius J. Vaičiulytė
N 009	Modern database systems	7	Spring	R. Baronas S. Ragaišis L. Bukauskas
N 009	Network models and algorithms	7	Autumn	M. Bloznelis

In all: 15

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