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	Autumn	A. Lupeikienė A. Čaplinskas S. Gudas V. Marcinkevičius I. Belovas
N 009, T 007	Fundamental methods of informatics and informatics engineering science	8	Spring	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	Autumn	A. Lupeikienė A. Čaplinskas S. Gudas V. Marcinkevičius I. Belovas
N 009, T 007	Fundamental methods of informatics and informatics engineering science	8	Spring	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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