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CS 109: Introduction to Probability for Computer Scientists

Topics include: counting and combinatorics, random variables, conditional probability, independence, distributions, expectation, point estimation, and limit theorems. Applications of probability in computer science including machine learning and the use of probability in the analysis of algorithms. Prerequisites: 103, 106B or X, multivariate calculus at the level of MATH 51 or CME 100 or equivalent.
Terms: Aut, Win, Spr, Sum | Units: 3-5 | UG Reqs: GER:DB-EngrAppSci, WAY-AQR, WAY-FR

POLISCI 103: Justice (ETHICSOC 171, PHIL 171, POLISCI 336S, PUBLPOL 103C)

Justice, as we use the term in this class, is a question about social cooperation. People can produce much more cooperatively than the sum of what they could produce as individuals, and these gains from cooperation are what makes civilization possible. But on what terms should we cooperate? How should we divide, as the philosopher John Rawls puts it, "the benefits and burdens of social cooperation"? Working primarily within the Anglo-American philosophical tradition, we'll discuss different answers to this big question as a way to bring together some of the most prominent debates in modern political philosophy. We'll study theories including utilitarianism, libertarianism, classical liberalism, and egalitarian liberalism, and we'll take on complex current issues like reparations for racial injustice, the gender pay gap, and responses to climate change. This class is meant to be an accessible entry point to political philosophy. No experience with political science or philosophy is required or assumed, and we will spend time on the strategy of philosophy as well: understanding how our authors make their arguments to better respond to them and make our own.
Terms: Aut | Units: 4-5 | UG Reqs: GER:DB-Hum, GER:EC-EthicReas, WAY-ER

POLISCI 130: Liberalism and its Critics (ETHICSOC 130, PHIL 171P)

In this course, students will learn and engage with the core debates that have animated political theory in modern times. What is the proper relationship between the individual, the community, and the state? Are liberty and equality in conflict, and, if so, which should take priority? What does justice mean in a large and diverse modern society? The title of the course, borrowed from a book by Michael Sandel, is 'Liberalism and its Critics' because the questions we discuss in this class center on the meaning of, and alternatives to, the liberal ideas that the basic goal of society should be the protection of individual rights and that some form of an egalitarian democracy is the best way to achieve this goal. The course is structured around two historical phenomena: one the one hand, liberal answers to these key questions have at times seemed politically and socially triumphant, but on the other hand, this ascendency has always been challenged and contested. At least one prior class in political theory, such as Justice (PS 103), Citizenship in the 21st Century (College 102), or Democratic Theory (PS 234) is recommended but not required.
Terms: Spr | Units: 5 | UG Reqs: WAY-ER

PUBLPOL 103C: Justice (ETHICSOC 171, PHIL 171, POLISCI 103, POLISCI 336S)

Justice, as we use the term in this class, is a question about social cooperation. People can produce much more cooperatively than the sum of what they could produce as individuals, and these gains from cooperation are what makes civilization possible. But on what terms should we cooperate? How should we divide, as the philosopher John Rawls puts it, "the benefits and burdens of social cooperation"? Working primarily within the Anglo-American philosophical tradition, we'll discuss different answers to this big question as a way to bring together some of the most prominent debates in modern political philosophy. We'll study theories including utilitarianism, libertarianism, classical liberalism, and egalitarian liberalism, and we'll take on complex current issues like reparations for racial injustice, the gender pay gap, and responses to climate change. This class is meant to be an accessible entry point to political philosophy. No experience with political science or philosophy is required or assumed, and we will spend time on the strategy of philosophy as well: understanding how our authors make their arguments to better respond to them and make our own.
Terms: Aut | Units: 4-5 | UG Reqs: GER:DB-Hum, GER:EC-EthicReas, WAY-ER

SIW 103: Economic Policy

This course will explore how economic policy works (or does not) in a variety of areas related to the federal government. The course will explore both the analysis of policies as well as the political feasibility of enacting rules and implementing programs. Expected topics include federal budget, taxation, low-income support programs, labor and retirement, antitrust. We will have several guest speakers involved in the policy-making process. This course is being offered in Washington, DC to students in the SIW Program.
Last offered: Spring 2022 | Units: 5
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