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… mailto:linda.rieswijk@maastrichtuniversity.nl https://coursecatalogue.maastrichtuniversity.nl/linda.rieswijk Data Science for Decision Making 11 describing experimental data. This course treats two different areas of optimization: nonlinear optimization and combinatorial optimization. Nonlinear optimization deals with the situation that there is a continuum of available solutions. A best solution is then usually approximated with one of several available general-purpose … techniques and will require them to read and understand published scientific papers from recent Machine Learning conferences. Prerequisites Desired Prior Knowledge: Machine Learning Recommended reading Pattern Recognition and Machine Learning - C.M. Bishop; Bayesian Reasoning and Machine Learning - D. Barber; Gaussian Processes for Machine Learning - C.E. Rasmussen & C. Williams; The Elements of Statistical Learning - T. Hastie et al. KEN4154 Period 2 30 Oct 2023 22 Dec 2023 Print course description … There are often constraints on the order in which tasks, or ‘jobs’ can be performed, and there are usually capacity constraints of the machines. This leads to natural, industrially critical optimization problems. For example, a company might choose to buy many machines to process jobs, but then there is a risk that the machines will be underused, which is economically inefficient. On the other hand, too few machines, or an inappropriate ordering of tasks, may lead to machines spending a significant …

… Housing Markets in a Pandemic: Evidence from Historical Outbreaks Marc Francke∗ Matthijs Korevaar† April 2, 2020 Abstract How do housing markets respond to the outbreak of a major pandemic? This paper answers this question by analyzing unique transaction and mortality data around historical outbreaks of the plague in Amsterdam and cholera in Paris. We document that these outbreaks had a significant impact on house prices, but a smaller … is the housing market. On the one hand, pandemics can result in a direct decline in housing demand due to excess mortality and economic hardship. On the other hand, the uncertainty brought by the epidemic might refrain households and investors from buying and selling property. It is challenging to assess the impact of such an epidemic on the housing market. While epidemics typically arrive suddenly and are therefore unrelated to the state of the economy, they are also infrequent, such that data … . As we do not have detailed property information, we include street fixed effects (1521 streets). We have information on transaction type (four different types) and some crude descriptions of the property, like the presence of a building, a garden, a shop, etcetera. In total, we have 25 property related dummy variables. We use identical variables for the plague as in the repeat sales model. Table 2 presents estimation results from the repeat sales and hedonic price model. Our sample covers seven …

… Kullmann 74 % 5 % 3 % 8 % 10 % TOENEMENDE FLEXIBILITEIT 2012 zzp bepaalde tijd uitzend oproepvast werknemer 6,3 zzp 1,1 VERHOUDING “WERKENDEN” 2012 INKOMENSACHTERUITGANG WW-uitkering o.b.v. maandloon eerste 2 maanden: 75% vanaf 3e maand: 70% “Ik snap die kritiek. Ik zie ook dat mensen lang vastzitten in werkloosheid. Mijn boodschap is: kom met goede plannen. Ik haal regelmatig mensen om tafel. Ik wil niets liever dan deze groep helpen maar het is een taai probleem.” ZEMBLA - MINISTER ASSCHER …

… Kullmann 74 % 5 % 3 % 8 % 10 % TOENEMENDE FLEXIBILITEIT 2012 zzp bepaalde tijd uitzend oproepvast werknemer 6,3 zzp 1,1 VERHOUDING “WERKENDEN” 2012 INKOMENSACHTERUITGANG WW-uitkering o.b.v. maandloon eerste 2 maanden: 75% vanaf 3e maand: 70% “Ik snap die kritiek. Ik zie ook dat mensen lang vastzitten in werkloosheid. Mijn boodschap is: kom met goede plannen. Ik haal regelmatig mensen om tafel. Ik wil niets liever dan deze groep helpen maar het is een taai probleem.” ZEMBLA - MINISTER ASSCHER …

… https://coursecatalogue.maastrichtuniversity.nl/m.winands Artificial Intelligence 7 Prerequisites Desired Prior Knowledge: Machine Learning Recommended reading Pattern Recognition and Machine Learning - C.M. Bishop; Bayesian Reasoning and Machine Learning - D. Barber; Gaussian Processes for Machine Learning - C.E. Rasmussen & C. Williams; The Elements of Statistical Learning - T. Hastie et al. KEN4154 Period 2 28 Oct 2024 13 Dec 2024 Print course description … There are often constraints on the order in which tasks, or ‘jobs’ can be performed, and there are usually capacity constraints of the machines. This leads to natural, industrially critical optimization problems. For example, a company might choose to buy many machines to process jobs, but then there is a risk that the machines will be underused, which is economically inefficient. On the other hand, too few machines, or an inappropriate ordering of tasks, may lead to machines spending a significant … is no need to follow the courses in a specific order. Prerequisites None. Recommended reading Introduction to Information Retrieval. Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze. Cambridge University Press, 2008. In bookstore and online: http://informationretrieval.org. KEN4153 Period 5 31 Mar 2025 23 May 2025 Print course description http://informationretrieval.org https://coursecatalogue.maastrichtuniversity.nl/meta/484822/information-retrieval-and-text-mining?print=1 …

… and how micro-organisms can be used to our advantage. Prerequisites SCI1009 Introduction to Biology Recommended reading The books recommended will only provide a basic knowledge of the topics, the students are encouraged to find scientific literature online for detailed study on the topics. Murray. Medical Microbiology. (7th ed.) Tortora. Microbiology: an introduction (8th ed.) (Review) scientific articles, mentioned in the course manual SCI2040 Period 4 5 Feb 2024 5 Apr 2024 Print course … in treatment of these diseases. https://coursecatalogue.maastrichtuniversity.nl/meta/467509/endocrinology?print=1 https://coursecatalogue.maastrichtuniversity.nl/a.gilde University College Maastricht 42 The program comprises PBL tasks, workshops and assignments. PBL tasks will be presented to you in the form of tutorial group meetings and topic-related lectures. The tasks deal with 1) examples of diseases caused by unwanted reactions of the immune system, e.g. chronic inflammation and … Assignment(s), Paper(s) Assessment methods: Final paper, Attendance, Participation, Written exam, Oral exam, Take home exam Intermediate Microeconomics Full course description Economics is the study of exchange and tradeoffs. Qoestions about what to buy, what to produce and how to allocate time all involve tradeoffs between different alternatives, and economists develop https://coursecatalogue.maastrichtuniversity.nl/meta/467539/classical-social-theory?print=1 …