Topics include search, knowledge representation and reasoning, planning, reasoning under uncertainty, and machine learning
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This course will develop an understanding of the limits to which information can be learned from data, and how. The student will gain an understanding of basic tradeoffs in learning from data, and the general pitfalls
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This course explores the principles of distributed systems, emphasizing fundamental issues underlying the design of such systems: communication, coordination, synchronization, and fault-tolerance.
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This course will examine a wide range of financial markets and institutions and the micro-and macroeconomic forces that relate to them. The course will be driven by readings from current news stories, articles from the financial
press, and research articles.
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Students will learn about markets related to healthcare, insurance, biopharmaceuticals, and medical devices.
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This course is a study of important concepts in programming languages. Topics include programming language syntax and semantics, types and parameter passing, and programming paradigms (logic-oriented, functional, von Neumann, object-oriented).
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Topics include I/O programming, concurrent processes and synchronization problems, process management and scheduling of processes, virtual memory management, device management, file systems, deadlock problems, system calls, and
interprocess communication.
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Topics include numerical solution of linear and nonlinear algebraic equations, interpolation and least squares approximations, numerical integration and differentiation, eigenvalue problems, and an introduction to the numerical
solution of ordinary differential equations.
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Covers the economics of environmental quality including the links between the economy and the environment, the causes of environmental problems, evaluation of environmental projects and policies, and policies to address environmental
issues with an emphasis on efficiency, equity, and sustainability, and the international dimensions of environmental issues.
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Topics include Simultaneous-move games, Equilibrium computation, Sequential-move games, Correlated equilibrium, algorithmic game theory, Auctions, Mechanism Design, Matching, Voting, strategic manipulation, Preference Modeling.
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teaches elementary programming concepts using the MATLAB environment for engineering students with little or no prior programming experience. Concepts include variables, looping, and function calls.
Topics covered include linear and simple nonlinear regression models, internal and external validity, methods for panel data and binary dependent variables, instrumental variable methods, use of experimental and quasi-experimental
data, and basic time series methods.
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Examine regulations related to the environment, intellectual property rights, healthcare, and antitrust. Examine the interaction between regulatory policies and how businesses respond to them with respect to innovation, production,
and pricing.
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Financial institutions, especially commercial banking and the Federal Reserve System, are considered from three perspectives: their monetary roles; trends in the economic, organizational, and technological aspects of their operations;
and their other economic roles-a critical view. Also, the role of money in macroeconomic theory is considered along with the role of monetary policies in relation to the problems of inflation and unemployment.
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