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(Graduate students register for COMM 206.) Conceptual and practical concerns underlying commonly used quantitative approaches, including experimental, survey, content analysis, and field research in communication. Pre- or corequisite: STATS 60 or consent of instructor. (Cardinal Course certified by the Haas Center)

(Graduate students register for COMM 206.) Conceptual and practical concerns underlying commonly used quantitative approaches, including experimental, survey, content analysis, and field research in communication. Pre- or corequisite: STATS 60 or consent of instructor. (Cardinal Course certified by the Haas Center)

The 2006 film Pursuit of Happyness, an unabashed celebration of the American Dream, was enthusiastically embraced by Chinese audiences. It seems that the pursuit of happiness has become truly globalized, even as the American Dream is slipping away for many. Are Americans still convinced that their conception of happiness is a self-evident truth and a universal gospel? Is there anything that Americans might learn about what it means to live a good life from not only the distant past, but also cultures in which happiness is envisioned and sought after very differently? This course takes a multi-disciplinary approach to the question of happiness and invites undergraduate students to reflect on its relationship to virtue, wisdom, health, love, pleasure, prosperity, justice, and solidarity. Giving equal weight to Chinese and Western sources, it seeks to defamiliarize some of the most deeply held ideas and values in American society through the lens of crosscultural inquiry. During the summer, students will read a selection of novels, memoirs, and reflections by philosophers, psychologists, and sociologists. In September, we will review these texts and place them alongside movies, short fiction, news stories, and social commentary while we interrogate the chimera of happiness. In addition, we will experiment with meditation, short-form life writing (including mock-obituaries!), and service-learning. (Cardinal Course certified by the Haas Center)

Introduction to the comparative literary study of important gay, lesbian, queer, bisexual, and transgender writers and their changing social, political, and cultural contexts from the 1880s to today: Oscar Wilde, Rachilde, Radclyffe Hall, Djuna Barnes, James Baldwin, Jean Genet, Audre Lorde, Cherrie Moraga, Jeanette Winterson, Alison Bechdel and others, discussed in the context of 20th-century feminist and queer literary and social theories of gender and sexuality. Note: To be eligible for WAYS credit, you must take the course 110 or 110X for a Letter Grade.

Introduction to the comparative literary study of important gay, lesbian, queer, bisexual, and transgender writers and their changing social, political, and cultural contexts from the 1880s to today: Oscar Wilde, Rachilde, Radclyffe Hall, Djuna Barnes, James Baldwin, Jean Genet, Audre Lorde, Cherrie Moraga, Jeanette Winterson, Alison Bechdel and others, discussed in the context of 20th-century feminist and queer literary and social theories of gender and sexuality. Note: To be eligible for WAYS credit, you must take the course 110 or 110X for a Letter Grade.

Introduces students to the tech + social good space. Students work in small teams to develop high-impact projects around problem domains provided by partner organizations, under the guidance and support of design/technical coaches from industry and non-profit domain experts. Main class components are workshops, community discussions, guest speakers and mentorship. Studio provides an outlet for students to create social change through CS while engaging in the full product development cycle on real-world projects. The class culminates in a showcase where students share their project ideas and Minimum Viable Product prototypes with stakeholders and the public. Prerequisite: CS 147, equivalent experience, or consent of instructors.

This course interrogates the social challenges of Silicon Valley, a place of privilege, privation, and precarity, and encourages students to perform their own ethnographical studies through writing, coding, engagement, digital culture, and social practice. We will learn about the importance of technology in shaping our critical understanding of social conditions in our community and the global economy.

Survey course on applications of fundamental computer science concepts from CS 106B/X to problems in the social good space (such as health, government, education, and environment). Each week consists of in-class activities designed by student groups, local tech companies, and nonprofits. Introduces students to JavaScript and the basics of web development. Topics have included mental health chatbots, tumor classification with basic machine learning, sentiment analysis of tweets on refugees, and storytelling through virtual reality. Corequisite: 106B or 106X.

Human decision making is increasingly being displaced by predictive algorithms. Judges sentence defendants based on statistical risk scores; regulators take enforcement actions based on predicted violations; advertisers target materials based on demographic attributes; and employers evaluate applicants and employees based on machine-learned models. A predominant concern with the rise of such algorithmic decision making is that it may replicate or exacerbate human bias. Algorithms might discriminate, for instance, based on race or gender. This course surveys the legal and ethical principles for assessing the equity of algorithms, describes techniques for designing fair systems, and considers how antidiscrimination law and the design of algorithms may need to evolve to account for machine bias. Concepts will be developed in part through guided in-class coding exercises. Admission is by consent of instructor and is limited to 20 students. Grading is based on response papers, class participation, and a final project. Prerequisite: CS 106A or equivalent knowledge of coding.