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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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Course overview

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.

Course	uSis code	Institute	ECTS	Level	Period	Location	Programmes	Teachers
Advances in Data Mining	4343ADVDM	LIACS	6	500		Leiden	CS	Knobbe, dr. A.J.
AI and Art	4343AIART	LIACS	6	500		Leiden	CS, CrIT	Soydaner, dr. D.
AI and Ethics	4032AIETXY	LIACS	3	300		Leiden	Inf, I&E, DSAI	Haring, prof.dr. S.
AI for Business	4602SBAIB	LIACS	6	300		Leiden	I&E, mAIBI	Zohrehvand, dr. A.H.
AI for Strategy	4603BSAS3	LIACS	4			Leiden	MSBS	Zohrehvand, dr. A.H.
AI in Society	4343AISOC	LIACS	6	500		Leiden	CS, CrIT	Kripe, drs. Z.
Algorithms and Data Structures	4031ALDSXY	LIACS	6	200		Leiden	I&E, DSAI	Kalavainen, K., Rijn, dr. J.N. van
Algoritmiek	4031ALGX6Y	LIACS	6	200		Leiden	Inf	Vliet, dr. R. van
Applied Data Science and Explainable AI	4032ADSEAY	LIACS	6	300		Leiden	Inf, I&E, DSAI	Stein, dr. N. van
Applied Quantum Algorithms	4343APQAL	LIACS	6	500		Leiden	CS	Dunjko, prof.dr. V., Tura Brugués, dr. J.
Artificial Creatures	4383ARCR3	LIACS	3	500		Leiden	CS, CrIT	Putten, dr. P.W.H. van der
Artificial Intelligence	4032ARTIXY	LIACS	6	200		Leiden	Inf	Preuss, dr. M.
Artificial Intelligence & Robotics Challenge (not yearly)	4032AIROB	LIACS	2	200		Leiden	Inf, DSAI	Broekens, dr.ir. D.J., Moerland, dr. T.
Audio Processing and Indexing	4343AUDIO	LIACS	6	500		Leiden	CS	Bakker, dr. E.M.
Automated Machine Learning	4343AUTMX	LIACS	6	500		Leiden	CS	Rijn, dr. J.N. van
Automaten	4031AUTOMY	LIACS	3	200		Leiden	Inf	Bergh, dr. M.J.H. van den
Bachelorproject/Bachelorklas	4032BDI15	LIACS	15	400		Leiden	Inf, I&E, DSAI	Doughty, dr. H.R., Meulen, dr. A.N. van der, Nieuwenburg, dr. E.P.L. van, Salehkaleybar, dr. S.
Basic Programming for AI	4602SBBPAY	LIACS	6	300		Leiden	mDSAI, mAIBI	Fan, dr. Y.
Basic Programming in Python	4032BPPYXY	LIACS	6	100		The Hague	mCSGE	Gadyatskaya, dr. O., Schiele, N.D.
Basics of Computer Systems	4032MBCSXY	LIACS	6	200		The Hague	mCSGE	Basold, dr. H., Ralaivaosaona, T.
Bayesian Optimisation	4343BAYOP	LIACS	6	500		Leiden	CS	Raponi, dr. E.
Behavioural Business Economics	4603BSBBE	LIACS	5	500		Leiden	MSBS	Lent, dr. M. van
Bio-Modeling	4343BIOMD	LIACS	6	500		Leiden	CS	Cao, dr. L.
Brain-inspired Computing for AI	4343BICAI	LIACS	6	500		Leiden	CS	Chen, dr. Q.
Business Analytics	4602SBBBA	LIACS	6	300		Leiden	mAIBI	Stein, dr. N. van
Business Internship	4603SBBSI	LIACS	0	600		Leiden	MSBS	Zohrehvand, dr. A.H.
Business Research Methods	4603BSBRM	LIACS	5	500		Leiden	MSBS	Han, dr. L.
Business Technology Research	4032BUSTRY	LIACS	3	200		The Hague	I&E	Offerman, T.
Calculus 1	4031CLC1XY	LIACS	3	100		Leiden	Inf, I&E, DSAI	Hazra, dr. R.S., Verbitsky, prof. dr. E.
Calculus 2	4031CLC2XY	LIACS	3	200		Leiden	Inf, I&E, DSAI	Hazra, dr. R.S., Verbitsky, prof. dr. E.
Capstone Cases	4343BSCC4	LIACS	4	500		Leiden	CS, IiB&PS	Stettina, dr. C.J.
Capture the Flag: Cybersecurity in Practice	4032CFCiPY	LIACS	2	400		Leiden	Inf, DSAI	Makri, dr.ir. E.
Causal Inference for Computer Scientists	4343CICSX	LIACS	6	500		Leiden	CS	Salehkaleybar, dr. S.
Cloud Computing	4343CLCMX	LIACS	6	500		Leiden	CS	Rietveld, dr. K.F.D.
Cognition & Computation	4032COGCO	LIACS	3	200		Leiden	DSAI	Miletic, dr. S.
Cognitive Modelling	4032COGNM	LIACS	6	300		Leiden	DSAI	Miletic, dr. S., Urai, dr. A.E.
Cognitive Neuroscience for AI	4032COGNSY	LIACS	6	200		Leiden	DSAI	Dekeyster, E., Miletic, dr. S.
Cognitive Robotics	4032COGRB	LIACS	6	200		Leiden	DSAI	Kleijn, dr.ir. R.E. de, Miletic, dr. S.
Compiler Construction	4032CMPCSY	LIACS	6	300		Leiden	Inf	Nieuwpoort, prof.dr. R.V. van
Complex Networks (BM)	4609COMNW	?	6	400		Leiden	CS	Saxena, dr. A., Garlaschelli, prof.dr. D., Hazra, dr. R.S.
Complexiteit	4032COPL3Y	LIACS	3	200		Leiden	Inf	Bergh, dr. M.J.H. van den
Computational Creativity	4383COMCR	LIACS	6	500		Leiden	CS, CrIT	Saunders, dr. R., Verhoef, dr. T.
Computational Imaging and Tomography	4343CIMTO	LIACS	6	500		Leiden	CS	Batenburg, prof.dr. K.J.
Computational Models and Semantics	4343CMS6X	LIACS	6	500		Leiden	CS	Basold, dr. H., Ford, Dr.ing. M.C.
Computer Graphics	4032CCGR6	LIACS	6	300		Leiden	Inf	Lew, prof.dr. M.S.K.
Computer Vision	4032COVIXY	LIACS	6	300		Leiden	Inf, DSAI	Cao, dr. L., Doughty, dr. H.R.
Computerarchitectuur	4032CMAX6Y	LIACS	6	200		Leiden	Inf	Rietveld, dr. K.F.D.
Concepts of Programming Languages	4032CPL3XY	LIACS	3	200		Leiden	Inf, DSAI	Bergh, dr. M.J.H. van den, Kalavainen, K.
Corporate Finance	22606730	LAW	5	300		The Hague	I&E	—
Creative Programming	4383CRPR6	LIACS	6	400		Leiden	CrIT	Heide, E. van der, Saunders, dr. R.
Cryptographic Engineering	4343CRYPE	LIACS	6	500		Leiden	CS	Mentens, prof.dr.ir. N.
Cyber Security Management	4343BSCSM	LIACS	3	500		Leiden	CS, IiB&PS	Makri, dr.ir. E.
Cybersecurity Governance	4032CYBGVY	FGGA	6	300		The Hague	Inf, I&E, mCSGE	Brunner, dr. I.
Data Management & Visualization	4032MIDMVY	LIACS	6	300		Leiden	mDSAI	Bariatti, dr. F.
Data Science (honors college)	4609HCDS5	HC	5	400		Leiden	Other	Vinkenoog, dr. M.
Data Science and AI Applications	4032MIDSAY	LIACS	6	300		Leiden	mDSAI	Cao, dr. L., Bokanyi, dr. E.
Data Science in Practice	4343DASPR	LIACS	6	500		Leiden	CS	Reisen, prof. dr. M. van
Data science skills and applications I: Basic Programming with Python	40322CDS1	FGGA	5	100		The Hague	Other	Lefebvre, dr. A.E.J.L.
Data science skills and applications II: Advanced analytics	40322CDS2	FGGA	5	200		The Hague	Other	Fajardo Bernal, dr. S.
Data-driven Optimisation for Real-World Applications	4343DDORW	LIACS	6	500		Leiden	CS	Fan, dr. Y.
Data-driven Policy making	4343BSDPM	LIACS	3	500		Leiden	CS	Giest, prof.dr. S.
Databases	4031DABX6Y	LIACS	6	200		Leiden	Inf, I&E, DSAI	Bariatti, dr. F., Plaat, prof.dr. A.
Datastructuren	4032DATSXY	LIACS	6	200		Leiden	Inf	Bergh, dr. M.J.H. van den
Digital Skills and Programming Introduction	4031DISKPY	LIACS	3	100		Leiden	I&E, DSAI	Athanasiadis, dr. C., Broekens, dr.ir. D.J.
Distributed Systems	4343DISYX	LIACS	6	500		Leiden	CS	Nieuwpoort, prof.dr. R.V. van
Embedded Systems and Software	4343EMBSS	LIACS	6	500		Leiden	CS	Stefanov, dr. T.P.
Enterprise Architecture	4343BSEA6	LIACS	6	500		Leiden	CS, IiB&PS	Kruiswijk, J.B.
Entrepreneurial Opportunities	4602SBEO6	LIACS	6	300		Leiden	mAIBI	Lameij, R.
Entrepreneurship and Innovation	4603BSENI	LIACS	6	500		Leiden	MSBS	Lameij, R.
Entrepreneurship: Theory and practice	22606722	LAW	5	300		The Hague	I&E	—
Essentials of Artificial Intelligence	4032MIEAIY	LIACS	6	300		Leiden	mDSAI	Barbero, dr. G.
Essentials of Computer Systems 1	4031ESCS1Y	LIACS	3	200		Leiden	I&E, DSAI	Zidaric, dr. N.
Essentials of Computer Systems 2	4031ESCS2Y	LIACS	3	200		Leiden	I&E, DSAI	Zidaric, dr. N.
Essentials of Machine Learning	4032MIEMLY	LIACS	6	300		Leiden	mDSAI, Other	Athanasiadis, dr. C.
Essentials of Mathematics, Data Science and Programming	4602MINNS1	MI	6	300		Leiden	Other	Takes, prof.dr. F.W., Lukina, dr. O.
Ethics of Cybersecurity	4032ETHCSY	FGGA	6	300		The Hague	Inf, I&E, mCSGE	Boeken, J.
Evolutionary Algorithms	4343EVALX	LIACS	6	500		Leiden	CS	Wang, dr. H.
Exhibition: Science to Experience	4383EXSCX	LIACS	12	500		Leiden	CrIT	—
Financing Technology Ventures	4603BSFT3	LIACS	3			Leiden	MSBS	Pereiro, dr. ing. L.E.
Formele Talen en Berekenbaarheid	4032FTBERY	LIACS	6	200		Leiden	Inf	Vliet, dr. R. van
Foundations of AI	4383FNDAI	LIACS	6	500		Leiden	CrIT	Lamers, dr. M.H.
Foundations of Computer Science	4031FDCX6Y	LIACS	6	100		Leiden	Inf, I&E, DSAI	Bariatti, dr. F., Kappé, dr. T.W.J.
Foundations of Software Testing	4343FSWT6	LIACS	6	500		Leiden	CS	Bonsangue, prof.dr. M.M.
From Human Intelligence to Cognition in Nature and Machines	4383HICNM	LIACS	6	500		Leiden	CS, CrIT	Verhoef, dr. T.
Fundamentals of AI and Its Applications	4609HCXXXX	LUCL	5	300		Leiden	Other	Barbero, dr. G.
Fundamentals of Artificial Intelligence	4032MFAI5	LAW	5	300		Leiden	Other	Pelt, dr. D.M.
Fundamentals of Computer Systems and Networks	8931004Y	FGGA	7	100		The Hague	BaCC	Rietveld, dr. K.F.D., Berg, W. van den
Fundamentals of Digital Systems Design	4031FDSDXY	LIACS	6	100		Leiden	Inf	Stefanov, dr. T.P.
Fundamentals of Programming	4031FUNPRY	LIACS	6	100		Leiden	I&E, DSAI	Athanasiadis, dr. C., Ren, dr. Z.
Generative AI	4032GENAIY	LIACS	6	300		Leiden	DSAI	Saunders, dr. R.
Generative and Interactive Sound and Music	4383GISM6	LIACS	6	500		Leiden	CrIT	Heide, E. van der
Global Business Game	4343BSGBG	LIACS	0	400		Leiden	CS, IiB&PS	Visser, prof.dr.ir. J.M.W., Schilt, drs. J. (extern)
Graduation Lab	4383GRDLV	LIACS	1	400		Leiden	CrIT	Kripe, drs. Z.
Hardware and Physical Computing	4383HPCX4	LIACS	3	400		Leiden	CrIT	Jansen Klomp, P.
High Performance Computing	4343HIPX6	LIACS	6	500		Leiden	CS	Werkhoven, dr. B.J.C. van
Human Computer Interaction and Information Visualization	4032HCIIV	LIACS	6	400		Leiden	Inf, I&E, DSAI	Verbeek, prof.dr.ir. F.J.
Human Computer Interaction and Information Visualization	4383HCII	LIACS	6	400		Leiden	CrIT	Verbeek, prof.dr.ir. F.J.
Human-Agent Interaction	4032DSHAI	LIACS	6	200		Leiden	DSAI	Broekens, dr.ir. D.J.
ICT Enabled Process Innovation	4343BSICT	LIACS	3	500		Leiden	CS, IiB&PS	Tockenburger, dr. L. (extern)
Image Analysis with Applications in Microscopy	4343MMAV6	LIACS	6	500		Leiden	CS	Verbeek, prof.dr.ir. F.J.
Information Retrieval	4343INFRX	LIACS	6	500		Leiden	CS	Kraaij, prof.dr.ir. W., Verberne, prof.dr. S.
Information Theoretic Data Mining	4343ITDM6	LIACS	6	500		Leiden	CS	Bariatti, dr. F., Leeuwen, prof.dr. M. van
Integrated Project 1: Online Deception and Desinformation	8910CYB05	FGGA	10	200		The Hague	BaCC	Gadyatskaya, dr. O., others
Integration: Business-IT-Alignment	4032IBIAXX	LIACS	3	200		The Hague	I&E	Offerman, T.
Integration: Projectmanagement	4032INPMXY	LIACS	4	200		Leiden	I&E	Leeuwen, drs. P. van
Introduction to Cognitive Science	4031ICSX6Y	LIACS	6	200		Leiden	DSAI	Kleijn, dr.ir. R.E. de
Introduction to Cyber Security	4032MICSXY	LIACS	6	200		The Hague	mCSGE	Gadyatskaya, dr. O., Schiele, N.D.
Introduction to Deep Learning	4343INDLX	LIACS	6	500		Leiden	CS	Pelt, dr. D.M.
Introduction to Programming	8931001Y	FGGA	7	100		The Hague	BaCC	Müller-Brockhausen, dr. M.F.T.
Introduction to Programming (LUC)	4609HCYYYY	LUC	4	300		Leiden	Other	Barbero, dr. G.
Introduction to Reinforcement Learning	4032IRLRXY	LIACS	6	300		Leiden	Inf, DSAI	Moerland, dr. T.
Introduction to Video Game Making	4032IVGM6	LIACS	6	300		Leiden	Inf, I&E, DSAI	Müller-Brockhausen, dr. M.F.T.
Languages and Computation	4032LANCOY	LIACS	6	200		Leiden	DSAI	Bergh, dr. M.J.H. van den
Leading and Managing People	4603BSLMP	LIACS	5	500		Leiden	MSBS	Morozova, dr. D.
Linear Algebra	4031LINALY	LIACS	3	100		Leiden	Inf, I&E, DSAI	Lukina, dr. O., Studnia, E.
Logic 1	4031LOGX1Y	LIACS	3	100		Leiden	Inf, I&E, DSAI	Basold, dr. H., Ralaivaosaona, T.
Logic 2	4032LOGX2Y	LIACS	3	100		Leiden	Inf, DSAI	Basold, dr. H., Ralaivaosaona, T.
Machine Learning	4032KIMLR	LIACS	6	200		Leiden	Inf	—
Machine Learning	4032MACLNY	LIACS	6	200		Leiden	Inf, I&E, DSAI	Athanasiadis, dr. C., Baratchi, dr. M.
Machine Learning for Business Analytics	4343BSMLB	LIACS	3	500		Leiden	CS, IiB&PS, MSBS	Hilbert, dr. M.
Macro-economie	29041034	FGGA	5	100		The Hague	I&E	—
Management Science	4603BSMSX	LIACS	3	500		Leiden	MSBS	Pickl, prof.dr. S.W.
Managing Software Evolution	4343BSMSE	LIACS	3	500		Leiden	CS, IiB&PS	Visser, prof.dr.ir. J.M.W.
Marketing Analytics	4603BSMA4	LIACS	4	500		Leiden	MSBS	Weeren, drs. N. van
Marketing in the 21st Century	22606724	LAW	5	300		The Hague	I&E	—
Marketing Science	4603BSMX3	LIACS	3	500		Leiden	MSBS	Rest, prof.dr. J.I. van der
Master Class	4343MACLA	LIACS	0	600		Leiden	CS	Preuss, dr. M.
Master Class (Computer Science & Business Studies)	4343BSMAC	LIACS	0	600		Leiden	CS, IiB&PS	Heijstek, dr. W., Visser, prof.dr.ir. J.M.W.
Mathematical Structures in Computer Science	4032MATSCY	LIACS	6	400		Leiden	Inf, DSAI	Basold, dr. H., Wang, dr. H., Hazra, dr. R.S., Verbitsky, prof. dr. E.
Micro-economie	29041032	FGGA	5	100		The Hague	I&E	—
Model-Driven System Development	4343BSMDS	LIACS	6	500		Leiden	CS, IiB&PS	Ramackers, dr. G.J.
Modern Game AI Algorithms	4343MGAIX	LIACS	6	500		Leiden	CS	Preuss, dr. M.
Multicriteria Optimization and Decision Analysis	4343MOADX	LIACS	6	500		Leiden	CS	Wang, dr. H.
Multimedia Systems	4343MMSY6	LIACS	6	500		Leiden	CS	Bakker, dr. E.M., Lew, prof.dr. M.S.K.
Multimodal Models for Ecology and Biodiversity	4343MMEBX	LIACS	6	500		Leiden	CS	Pucci, dr. R.
Multiprocessor Programming	4032MLPRXY	LIACS	6	300		Leiden	Inf	Werkhoven, dr. B.J.C. van
Natural Computing	4032NACOXY	LIACS	6	300		Leiden	Inf, DSAI	Kononova, dr. A.V.
Natural Language Processing	4032NLP6XY	LIACS	6	300		Leiden	Inf, DSAI	Meer, dr. M. van der, Wijnholds, dr. G.
Natural Language Processing for Social Good	4343NLPSG	LIACS	6	500		Leiden	CS, CrIT	Plaza-del-Arco, dr. F.M.
Network Science Project	4602MINNS3	MI	9	300		Leiden	Other	Saxena, dr. A.
Neural Computing	4032NECOXY	LIACS	6	300		Leiden	Inf, DSAI	Raponi, dr. E.
Operating Systems and Networks	4032OSNWXY	LIACS	6	300		Leiden	Inf	Chen, dr. Q.
Operations Management	4603BSOX4	LIACS	4	500		Leiden	MSBS	Amat Lefort, dr. N.
Oriëntatie Informatica	4031ORINXY	LIACS	3	100		Leiden	Inf	Visser, prof.dr.ir. J.M.W.
Oriëntatie Informatica en Economie	4031OIE4XX	LIACS	4	100		The Hague	I&E	Offerman, T.
Orientation AI	4031OAIX3Y	LIACS	3	100		Leiden	DSAI	Duijn, dr. M.J. van, Kouwenhoven, T.
Portfolio (Creative Intelligence & Technology MSc)	4383PRTF1	LIACS	1	400		Leiden	CrIT	—
PRE-Classes Informatica	PRECLAINF	PRE	0	100		Leiden	Other	Müller-Brockhausen, dr. M.F.T.
Probability Theory for Computer Scientists	4031PTCX3Y	LIACS	3	100		Leiden	Inf, I&E, DSAI	Athanasiadis, dr. C., Salehkaleybar, dr. S.
Program Correctness	4032PRGCXY	LIACS	6	300		Leiden	Inf, DSAI	Laarman, dr. A.W., Martens, dr. J.
Programmeermethoden	4031PRGX6Y	LIACS	6	100		Leiden	Inf	Müller-Brockhausen, dr. M.F.T., Vis, dr. J.K.
Programmeermethoden NA	4031PRGR4	LION	4	100		Leiden	Other	Nieuwenburg, dr. E.P.L. van
Programmeertechnieken	4031PRGRTY	LIACS	6	200		Leiden	Inf	Müller-Brockhausen, dr. M.F.T., Vis, dr. J.K.
Programming in Python (honors college)	4609HCPPC	HC	4	300		Leiden	Other	Müller-Brockhausen, dr. M.F.T.
Proof Formalisation	4343PROFX	LIACS	6	500		Leiden	CS	Kappé, dr. T.W.J.
Quantum Algorithms	4343QUALG	LIACS	6	500		Leiden	CS	Dunjko, prof.dr. V.
Recommender Systems	4343RECSX	LIACS	6	500		Leiden	CS	Ren, dr. Z.
Regulatory Governance for Data Science	4343BSRGD	LIACS	6	500		Leiden	CS, IiB&PS	Reisen, prof. dr. M. van
Reinforcement Learning	4343RINLX	LIACS	6	500		Leiden	CS	Plaat, prof.dr. A.
Requirements Engineering	4032RQENXY	LIACS	6	300		Leiden	Inf, I&E	Leeuwen, drs. P. van
Research Fundamentals	4383RSF3V	LIACS	3	400		Leiden	CrIT	Duijn, dr. M.J. van, Lamers, dr. M.H.
Research Methods in AI	4032RMAIXY	LIACS	3	200		Leiden	DSAI	Soydaner, dr. D., Heyman, dr. T.D.P., Huisman, S.M.H.
Research Methods in Computer Science	4032RMCS3	LIACS	3	200		Leiden	Inf, I&E	Bergh, dr. M.J.H. van den, Kalavainen, K.
Robotics	4343ROBO6	LIACS	6	500		Leiden	CS	Bakker, dr. E.M.
Role of IT In Public Administration	4343BSRPA	LIACS	6	500		Leiden	CS, IiB&PS	Young, dr. M.M.
Security	4032SEC6XY	LIACS	6	200		Leiden	Inf, I&E, DSAI	Bariatti, dr. F., Makri, dr.ir. E.
Seminar Advanced Deep Reinforcement Learning	4343SADRL	LIACS	6	500		Leiden	CS	Moerland, dr. T.
Seminar Advances in Deep Learning	4343SADL6	LIACS	6	500		Leiden	CS	Doughty, dr. H.R.
Seminar Business Information Systems	4032SBIS4	LIACS	4	300		Leiden	I&E	Kruiswijk, J.B., Ramackers, dr. G.J.
Seminar Trustworthy Artificial Intelligence	4343SMTAI	LIACS	6	500		Leiden	CS	Rijn, dr. J.N. van, Stein, dr. N. van
Social Network Analysis for Computer Scientists	4343SNACS	LIACS	6	500		Leiden	CS	Takes, prof.dr. F.W.
Software Development	4032SWDVXY	LIACS	6	200		Leiden	I&E, DSAI	Kalavainen, K., Saxena, dr. A.
Software Development and Product Management	4343BSSDP	LIACS	6	500		Leiden	CS	Leeuwen, drs. P. van
Software Engineering	4032SFTE6	LIACS	6	300		Leiden	Inf, I&E, DSAI	Edixhoven, dr. L.J., Kalavainen, K., Laarman, dr. A.W.
Software Verification	4343SWVRX	LIACS	6	500		Leiden	CS	Laarman, dr. A.W.
Sports Data Science	4343SPDSX	LIACS	6	500		Leiden	CS	Knobbe, dr. A.J.
Statistics for Computer Scientists	4032STCSXY	LIACS	6	200		Leiden	Inf, I&E, DSAI	Leeuwen, prof.dr. M. van, Vinkenoog, dr. M.
Strategic Financial Management	4603BSSFX	LIACS	3	500		Leiden	MSBS	Mooren, M.P.
Strategies in Creative and Performing Arts	4383SCPA3	LIACS	3	500		Leiden	CrIT	Heide, E. van der, Stolk, T.A.W.
Strategy	22606728	LAW	5	300		The Hague	I&E	—
Strategy and Technology	4603BSS5T	LIACS	5	500		Leiden	MSBS	d’Huyvetter, dr. P.R.L., Kemp, dr.mr. R.K.
Studying and Presenting	4031STPECY	LIACS	3	100		Leiden	Inf, I&E, DSAI	Meulen, dr. A.N. van der
Symbolic AI	4032SYAIXY	LIACS	6	200		Leiden	DSAI	Broekens, dr.ir. D.J.
System and Software Security	4343SYSSS	LIACS	6	500		Leiden	CS	Gadyatskaya, dr. O., Mentens, prof.dr.ir. N.
System Optimisation	4603BSSOX	LIACS	3	500		Leiden	MSBS	Amat Lefort, dr. N.
Tangible and Playful Research	4383TPRES	LIACS	6	500		Leiden	CrIT	Haring, prof.dr. S., Lamers, dr. M.H.
Technology and Operations Management	4602MABT6	LIACS	6	300		Leiden	I&E, mAIBI	Pickl, prof.dr. S.W.
Text Mining	4343TXTMX	LIACS	6	500		Leiden	CS	Verberne, prof.dr. S.
Urban Computing	4343URBC6	LIACS	6	500		Leiden	CS	Baratchi, dr. M.
Video Games for Research	4383VGFR6	LIACS	6	500		Leiden	CS, CrIT	Barbero, dr. G., Preuss, dr. M.
Voorbereiding Programmeerwedstrijden (not yearly)	4032VPRW2	LIACS	2	200		Leiden	Inf	Vliet, dr. R. van

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