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These webpages contain information on the various educational programmes and courses offered at or by the Leiden Institute of Advanced Computer Science (LIACS), the computer science and artificial intelligence department of Leiden University.

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Bachelor Data Science and Artificial Intelligence

This page is for internal use at LIACS only. The only authoritative source for students is the official university prospectus (study guide). No rights can be deduced from this page.

Year 1 (60 EC)

Course	uSis code	Institute	ECTS	Level	Period	Location	Teachers
Calculus 1	4031CLC1XY	LIACS	3	100		Leiden	Hazra, dr. R.S., Verbitsky, prof. dr. E.
Digital Skills and Programming Introduction	4031DISKPY	LIACS	3	100		Leiden	Athanasiadis, dr. C., Broekens, dr.ir. D.J.
Studying and Presenting	4031STPECY	LIACS	3	100		Leiden	Meulen, dr. A.N. van der
Foundations of Computer Science	4031FDCX6Y	LIACS	6	100		Leiden	Bariatti, dr. F., Kappé, dr. T.W.J.
Orientation AI	4031OAIX3Y	LIACS	3	100		Leiden	Duijn, dr. M.J. van, Kouwenhoven, T.
Essentials of Computer Systems 1	4031ESCS1Y	LIACS	3	200		Leiden	Zidaric, dr. N.
Fundamentals of Programming	4031FUNPRY	LIACS	6	100		Leiden	Athanasiadis, dr. C., Ren, dr. Z.
Linear Algebra	4031LINALY	LIACS	3	100		Leiden	Lukina, dr. O., Studnia, E.
Calculus 2	4031CLC2XY	LIACS	3	200		Leiden	Hazra, dr. R.S., Verbitsky, prof. dr. E.
Logic 1	4031LOGX1Y	LIACS	3	100		Leiden	Basold, dr. H., Ralaivaosaona, T.
Algorithms and Data Structures	4031ALDSXY	LIACS	6	200		Leiden	Kalavainen, K., Rijn, dr. J.N. van
Databases	4031DABX6Y	LIACS	6	200		Leiden	Bariatti, dr. F., Plaat, prof.dr. A.
Introduction to Cognitive Science	4031ICSX6Y	LIACS	6	200		Leiden	Kleijn, dr.ir. R.E. de
Essentials of Computer Systems 2	4031ESCS2Y	LIACS	3	200		Leiden	Zidaric, dr. N.
Probability Theory for Computer Scientists	4031PTCX3Y	LIACS	3	100		Leiden	Athanasiadis, dr. C., Salehkaleybar, dr. S.

Year 2 (60 EC)

Course	uSis code	Institute	ECTS	Level	Period	Location	Teachers
Human-Agent Interaction	4032DSHAI	LIACS	6	200		Leiden	Broekens, dr.ir. D.J.
Languages and Computation	4032LANCOY	LIACS	6	200		Leiden	Bergh, dr. M.J.H. van den
Software Development	4032SWDVXY	LIACS	6	200		Leiden	Kalavainen, K., Saxena, dr. A.
Statistics for Computer Scientists	4032STCSXY	LIACS	6	200		Leiden	Leeuwen, prof.dr. M. van, Vinkenoog, dr. M.
Symbolic AI	4032SYAIXY	LIACS	6	200		Leiden	Broekens, dr.ir. D.J.
Cognition & Computation	4032COGCO	LIACS	3	200		Leiden	Miletic, dr. S.
Introduction to Reinforcement Learning	4032IRLRXY	LIACS	6	300		Leiden	Moerland, dr. T.
Machine Learning	4032MACLNY	LIACS	6	200		Leiden	Athanasiadis, dr. C., Baratchi, dr. M.
Neural Computing	4032NECOXY	LIACS	6	300		Leiden	Raponi, dr. E.
Security	4032SEC6XY	LIACS	6	200		Leiden	Bariatti, dr. F., Makri, dr.ir. E.
Research Methods in AI	4032RMAIXY	LIACS	3	200		Leiden	Soydaner, dr. D., Heyman, dr. T.D.P., Huisman, S.M.H.

Year 3 (24 EC)

Course	uSis code	Institute	ECTS	Level	Period	Location	Teachers
AI and Ethics	4032AIETXY	LIACS	3	300		Leiden	Haring, prof.dr. S.
Bachelorproject/Bachelorklas	4032BDI15	LIACS	15	400		Leiden	Doughty, dr. H.R., Meulen, dr. A.N. van der, Nieuwenburg, dr. E.P.L. van, Salehkaleybar, dr. S.
Software Engineering	4032SFTE6	LIACS	6	300		Leiden	Edixhoven, dr. L.J., Kalavainen, K., Laarman, dr. A.W.

Year 3 Elective Space

Course	uSis code	Institute	ECTS	Level	Period	Location	Teachers
Artificial Intelligence & Robotics Challenge (not yearly)	4032AIROB	LIACS	2	200		Leiden	Broekens, dr.ir. D.J., Moerland, dr. T.
Capture the Flag: Cybersecurity in Practice	4032CFCiPY	LIACS	2	400		Leiden	Makri, dr.ir. E.
Cognitive Modelling	4032COGNM	LIACS	6	300		Leiden	Miletic, dr. S., Urai, dr. A.E.
Cognitive Neuroscience for AI	4032COGNSY	LIACS	6	200		Leiden	Dekeyster, E., Miletic, dr. S.
Cognitive Robotics	4032COGRB	LIACS	6	200		Leiden	Kleijn, dr.ir. R.E. de, Miletic, dr. S.
Computer Vision	4032COVIXY	LIACS	6	300		Leiden	Cao, dr. L., Doughty, dr. H.R.
Concepts of Programming Languages	4032CPL3XY	LIACS	3	200		Leiden	Bergh, dr. M.J.H. van den, Kalavainen, K.
Generative AI	4032GENAIY	LIACS	6	300		Leiden	Saunders, dr. R.
Human Computer Interaction and Information Visualization	4032HCIIV	LIACS	6	400		Leiden	Verbeek, prof.dr.ir. F.J.
Introduction to Video Game Making	4032IVGM6	LIACS	6	300		Leiden	Müller-Brockhausen, dr. M.F.T.
Mathematical Structures in Computer Science	4032MATSCY	LIACS	6	400		Leiden	Basold, dr. H., Wang, dr. H., Hazra, dr. R.S., Verbitsky, prof. dr. E.
Natural Computing	4032NACOXY	LIACS	6	300		Leiden	Kononova, dr. A.V.
Natural Language Processing	4032NLP6XY	LIACS	6	300		Leiden	Meer, dr. M. van der, Wijnholds, dr. G.
Applied Data Science and Explainable AI	4032ADSEAY	LIACS	6	300		Leiden	Stein, dr. N. van
Program Correctness	4032PRGCXY	LIACS	6	300		Leiden	Laarman, dr. A.W., Martens, dr. J.
Logic 2	4032LOGX2Y	LIACS	3	100		Leiden	Basold, dr. H., Ralaivaosaona, T.

Extracurricular Courses

Course	uSis code	Institute	ECTS	Level	Period	Location	Teachers
Artificial Intelligence & Robotics Challenge (not yearly)	4032AIROB	LIACS	2	200		Leiden	Broekens, dr.ir. D.J., Moerland, dr. T.
Capture the Flag: Cybersecurity in Practice	4032CFCiPY	LIACS	2	400		Leiden	Makri, dr.ir. E.

Page maintained by LIACS Education Management (edu-mt@liacs.leidenuniv.nl) for internal use at LIACS.