Prerequisite(s): Approval by a faculty member who agrees to supervise the work. Independent work involving experiments, computer programming, analytical investigation, or engineering design.
Prerequisite(s): Approval by a faculty member who agrees to supervise the work. Independent work involving experiments, computer programming, analytical investigation, or engineering design.
Selected topics in electrical and computer engineering. Content varies from year to year, and different topics rotate through the course numbers 4900 to 4909.
This advanced seminar examines materialist conceptions of labor and life as approached through feminist, black, anti-racist, indigenous, queer, postcolonial, and Marxist perspectives. We will trace the ways that labor and life as well as their constitutive relations have been understood in historical and contemporary radical critiques of capitalism, with a focus on gender, race and sexuality as analytical categories for understanding their shifting roles in structures and practices of social reproduction, the production and expropriation of value, the logic and exercise of violence, the organization of sociality and culture, and the practice and imagination of freedom, justice, and new forms and potentials of collective existence. Finally, we will consider the limits and possibilities of different conceptions of “material life” for understanding politics today.
Since the financial crisis of 2007-8, a growing body of interdisciplinary work in the social sciences and humanities has worked to situate the timeless logics of economics within processes of governing that constitute economic space, time and subjects. This 4000-level graduate seminar, open to senior undergraduates, brings key themes and methods in this literature on processes of ‘economization’ into conversation, streamlining prominent genealogies. Informed by attention to links across British imperial and contemporary neoliberal formations, the course highlights legal-governmental imaginaries and media that convey and create market value. Working in-between the study of practices of capitalism (formal and vernacular) and theories of capital, we will consider infrastructures that frame the drive for perpetual profit. After a review of foundational literature, the syllabus will foreground processes of financialization or the bolstering of financial value as primary means for profit-making. Reading capitalism as governing project with attention to subject-formation and sign-value, the course weaves the analysis of governmentality, legal and financial fictions, finance and society, approaches from the historical anthropology of economy and media, and science and technology studies. Themes will include: “the economy” as governing imaginary; the performativity of economics; incarnations of homo economicus; risk, speculation and the commodification of futurity; uncertainty and the “spirits” of capitalism; virtual value and instruments of securitization; money, the semiotics of value, and monetization. The course assumes basic background in social and political theory, and political economy.
This course immerses students in the practice of literary translation from Russian to English. Students will consider their translation work in light of weekly readings drawn from the theory and practice of literary translation more broadly.
Students will work individually and together for the first three weeks, sharing their translations of a story by Anton Chekhov. They will move on to short prose works by Lev Rubinshtein. We will examine translations of Russian poetry by Pushkin and Mandelstam, as well as self-translations by Nobel laureate Joseph Brodsky, and students will have a chance to work briefly on verse translation. We will end with classes on translingualism and translation limits, ethics, and current issues in the profession.
Each student will identify a final translation project and spend the last half of the course working on it, submitting approximately 500 words per week, on Fridays. Suggested word count for final projects is 3000-5000 words of prose (students who wish to pursue a poetry project should consult with the instructor). We will workshop translation projects in class (the number of times each project is discussed will depend on enrollment). The goal is to submit a translation of publishable quality by the end of the course.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Selected topics in microeconomics.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Selected topics in microeconomics.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Selected topics in microeconomics.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Selected topics in microeconomics.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Selected topics in microeconomics.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Selected topics in microeconomics.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Registration information is posted on the departments Seminar Sign-up webpage. Selected topics in macroeconomics. Selected topics will be posted on the departments webpage.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 and sign-up in the departments office. Registration information is posted on the departments Seminar Sign-up webpage. Analyzing data in a more in-depth fashion than in ECON UN3412. Additional estimation techniques include limited dependent variable and simultaneous equation models. Go to the departments undergraduate Seminar Description webpage for a detailed description.
The development of computational tools, such as artificial intelligence, has transformed daily life and many areas of research. For instance, the development of large language models such as ChatGPT, have changed the way people write and think. These computational tools also hold great potential for advancing psychological research. However, they are still unfamiliar to many students and psychologists.
In this class, you will learn about how to apply computational tools to facilitate practical problem solving in the real world and research at different stages, including before, during, and after data collection. Specifically, through a combination of lectures (which focus on the mathematical basics and developments of these computational methods), in-class engagements (which focus on translational application of the computational methods to solving new practical problems), and coding workshops (which focus on practical coding skills that implement the computational methods), I will introduce you to methods for handling complex stimuli, validating data quality, and modeling big data. Workshops will be administered via Colab using Python, so please be sure to bring a laptop to every class.
Prerequisites: ECON W3211, W3213, W3412 (or POLS 4712), W4370. Registration information is posted on the departments Seminar Sign-up webpage. Required for majors in the joint program between political science and economics. Provides a forum in which students can integrate the economics and political science approach to political economy. The theoretical tools learned in political economy are applied: the analysis of a historical episode and the empirical relation between income distribution and politics on one side and growth on the other.
Prerequisites: Physics W1201, Chemistry W1403, Calculus III, or equivalent or the instructors permission. EESC W2100 preferred. Physical and chemical processes determining atmospheric composition and the implications for climate and regional air pollution. Basics of physical chemistry relevant to the atmosphere: spectroscopy, photolysis, and reaction kinetics. Atmospheric transport of trace gas species. Atmosphere-surface-biosphere interactions. Stratospheric ozone chemistry. Tropospheric hydrocarbon chemistry and oxidizing power. Legacy effects of photochemical smog and acid rain. Current impacts of aerosol pollution and climate impacts of pollution reduction.
Prerequisites: Recommended preparation: one year of chemistry. The course covers: Factors controlling the concentration and distribution of dissolved chemical species within the sea; the physical chemistry of seawater; ocean circulation and biogeochemical processes that interact with each other to influence the distribution and fate of elements in the ocean. The course examines in some detail the two-way interaction between marine ecosystems and their chemical environment, and the implications of these interactions for distributions in the ocean of carbon, nutrients and trace metals. Although this course does not cover specific strategies that have been proposed for marine Carbon Dioxide Removal (mCDR) and ocean storage of carbon, it will cover the basic processes and principles underlying ocean mCDR strategies.
Prerequisites: Elementary Ottoman Turkish. This course deals with authentic Ottoman texts from the early 18th and 19th centuries. The class uses Turkish as the primary language for instruction, and students are expected to translate assigned texts into Turkish or English. A reading packet will include various authentic archival materials in rika, talik and divani styles. Whenever possible, students will be given texts that are related to their areas of interest. Various writing styles will be dealt with on Ottoman literature, history, and archival documents. No P/D/F or R credit is allowed for this class.
This seminar will cover various issues, debates, and concepts in the international law of armed conflict (known as international humanitarian law), particularly as it relates to the protection of non-combatants (civilians and prisoners of war). In doing so, we will examine how international humanitarian law and human rights law intersect. Both sets of legal norms are designed to protect the lives, well-being, and dignity of individuals.However, the condition of armed conflict provides a much wider set of options for governments and individuals to engage in violent, deadly action against others, including killing, forcibly detaining, and destroying the property of those designated as combatants. At the same time, the means of waging war are not unlimited, but rather are tightly regulated by both treaty and customary law. This course will examine how these regulations operate in theory and practice, focusing on the principles of distinction, proportionality, and military necessity.
“American Radicalism in the Archives” is a research seminar examining the multiple ways that radicals and their social movements have left traces in the historical record. Straddling the disciplines of social movement history, public humanities, and critical information studies, the seminar will use the archival collections at Columbia University’s Rare Book & Manuscript Library to trace the history of social movements and to consider the intersections of radical theory and practice with the creation and preservation of archives.
Introduces the physical, chemical and biological processes that govern how and where ocean sediments accumulate. Major topics addressed are: modes of biogenic, terrigenous and authigenic sedimentation, depositional environments, pore fluids and sediment geochemistry, diagenesis, as well as biostratigraphy and sediment stratigraphy and methods. Second half of the semester focuses on major events in Cenozoic Paleoceanography and Paleoclimatology, including orbital control of climate, long-term carbon cycle, extreme climate regimes, causes of ice ages in Earth history, and long-term El Niño evolution.
Prerequisites: EESC UN2100 Earth's Environmental Systems: Climate System or EESC UN1030 Oceanography.
In this course, we will consider human rights as an educational enterprise, and education as a human rights practice. In addition to codifying the human right to education in Article 26, the Universal Declaration gives priority to “teaching and education” as a primary mechanism for ensuring respect, recognition, and observance of human rights. While human rights are more typically understood through legal and political discourse, this course focuses on education as both the site of and a strategy in struggles for just, equitable, and dignified communities. This course examines both the right to education and the emergent field of human rights education, and provides students the opportunity to analyze human rights as a form of public pedagogy aimed at fostering particular kinds of subjects and communities. Using historical and contemporary examples, the course explores various educational strategies designed to promote human rights in different contexts and among different learners, and evaluates educational institutions as potential sites of human rights promotion and violation.
Recitation section for MATH GU4041 Intro to Modern Algebra I.
Students must register for both GU4041 and GU4941.
Course aimed at seniors and graduate students. Provides classroom experience on wine making. Wine making chemistry, design, safety, and process control are emphasized in classroom instruction. Applies basic chemical engineering concepts to chemical reactivity in wine making. Written and oral reports required.
Wine making can be used anywhere in the world and the principles of the fermentation extend into other industries. Academic and industry contributions to the content of chemical engineering concepts in wine making include chemical reactivity hazards, industrial hygiene, risk assessment, inherently safer design, and hazard operability analysis. With the ultimate aim of leaning a skill set and safer operations in the chemical engineering profession, the applications of wine making will be emphasized.
Prerequisites: ECON W3211, ECON W3213, ECON W3412. Students will be contacted by the Economics department for pre-enrollment. Explores topics in the philosophy of economics such as welfare, social choice, and the history of political economy. Sometimes the emphasis is primarily historical and someimes on analysis of contemporary economic concepts and theories.
Recitation section for MATH GU4061 Intro to Modern Analysis I.
Students must register for both GU4061 and GU4961.
This interdisciplinary course grapples with the relationship between borders, surveillance, power and rights, critically examining the ways in which lines, boundaries, and caesuras are drawn among geographical entities, communities, identities, environments, and ultimately, social relations – demarcating self and other, establishing hierarchical relationships and activating infrastructures of violence. This seminar explores the dynamics, contradictions and politics surrounding borders and surveillance, and borrows from the fields of film, architecture, art and urban studies to explore the effect on access to and formulations of human rights. To this end, we engage notions of biopolitics, racialization, exclusion/exception, necropolitics, coloniality, hospitality and securitization, among others. The course also engages visual and spatial methodologies and maps out everyday practices of resistance that seek to challenge, subvert or collapse the multifaceted violence of borders.
Taken together, this course provides an alternative to conventional scholarship on this subject. It engages with and provides an alternative to the mainstream literature to take for granted the inclusive and integrative character of nation-states.
At first glance, the course may appear highly theoretical, but not to worry—we will move slowly through the texts and concepts together. The instructor will also ensure that we apply the ideas discussed in class to concrete and tangible case studies with examples given to enable easier access and collective learning.
This interdisciplinary course grapples with the relationship between artificial intelligence (AI) and human rights, critically examining how information ecosystems and algorithmic governance impact fundamental human rights, state governance and policing, global warfare, environmental health, and civil society organizing. In addition to reviewing key legal instruments like the European Union AI Act and United Nations guidelines on AI, this seminar will consider how human rights issues, concerns and violations are mapped onto the digital architectures of machine learning, automated decision-making systems, and generative AI.
Research Course for Master's Students. Students must be nominated by a faculty member. The research credits may not be counted towards the credits required for the Master’s degree.
Prerequisite(s): Permission of the instructor. Topics and Instructors change from year to year. For advanced undergraduate students and graduate students in engineering, physical sciences, and other fields.
Prerequisite(s): Permission of the instructor. Topics and Instructors change from year to year. For advanced undergraduate students and graduate students in engineering, physical sciences, and other fields.
Prerequisite(s): Permission of the instructor. Topics and Instructors change from year to year. For advanced undergraduate students and graduate students in engineering, physical sciences, and other fields.
Prerequisite(s): Permission of the instructor. Topics and Instructors change from year to year. For advanced undergraduate students and graduate students in engineering, physical sciences, and other fields.
Prerequisite(s): Permission of the instructor. Topics and Instructors change from year to year. For advanced undergraduate students and graduate students in engineering, physical sciences, and other fields.
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
Across the world, conflict and violence are on the rise, in many forms and due to myriad factors. This course explores the relationship between war, conflict, and education. Drawing on a human rights framework and its applications to education, this course will explore the possibilities and limitations inherent in this framework. Questions we will explore include: How does education contribute to, or mitigate conflict? What is the role of education in emergencies? What is the role of education in addressing the needs of refugees? What is the role of education in post conflict contexts and peacebuilding? What is human rights education?
A required course for undergraduate students majoring in OR:EMS. Focus on the management and consequences of technology-based innovation. Explores how new industries are created, how existing industries can be transformed by new technologies, the linkages between technological development and the creation of wealth and the management challenges of pursuing strategic innovation.
Master's level independent project involving theoretical, computational, experimental, or engineering design work. May be repeated, subject to Master's Program guidelines. Students must submit both a project outline prior to registration and a final project write-up at the end of the semester.
Master's level independent project involving theoretical, computational, experimental, or engineering design work. May be repeated, subject to Master's Program guidelines. Students must submit both a project outline prior to registration and a final project write-up at the end of the semester.
Master's level independent project involving theoretical, computational, experimental, or engineering design work. May be repeated, subject to Master's Program guidelines. Students must submit both a project outline prior to registration and a final project write-up at the end of the semester.
Master's level independent project involving theoretical, computational, experimental, or engineering design work. May be repeated, subject to Master's Program guidelines. Students must submit both a project outline prior to registration and a final project write-up at the end of the semester.
Master's level independent project involving theoretical, computational, experimental, or engineering design work. May be repeated, subject to Master's Program guidelines. Students must submit both a project outline prior to registration and a final project write-up at the end of the semester.
Only for BMEN graduate students who need relevant work experience as part of their program of study. Final reports required. May not be taken for pass/fail credit or audited. International students must also consult with the International Students and Scholars Office.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 and the director of the departmental honors programs permission. Students must have a minimum GPA of 3.7 in all required major courses, including calculus and statistics, prior to enrollment. The honors thesis seminar is a year-long course, beginning in the fall semester and ending in the spring semester. Students who have been approved to enter the workshop will be registered for both semesters by the department during the first two weeks of classes; 3 points are earned per semester. This workshop may only be taken by students applying for departmental honors, and it also fulfills the economics seminar requirement for the economics major and all joint majors. Students must see the director during mid-semester registration in the spring to discuss their proposed thesis topic, at which time they will be matched with appropriate faculty who will act as their thesis adviser. Students will meet their adviser over the course of the year at mutually agreed upon times. A rough draft of the thesis will be due during the first week of February in the spring semester, and the final draft will be due three weeks before the last day of classes. Please note that for those joint majors that require two seminars, one in economics and one in the other discipline (i.e. Political Science), the economics senior honors thesis seminar only fulfills the economics seminar requirement.
Only for Engineering graduate students in the relevant programs who need relevant work experience as part of their program of study. May not be taken for pass/fail credit or audited.
The Curatorial Colloquium is taken in the second semester of study and is required for the completion of the M.A. in Modern Art: Critical and Curatorial Studies. The course introduces students to the history, theory and practice of object collection and display as well as to exhibitions such as Documenta and the various international biennials. The course is designed to allow for guest presentations on particular issues by curators and museum professionals, just as it draws on the expertise and participation of Columbia faculty. The aim is to develop students critical thinking and for them to learn directly from leading practitioners in the exhibition and display of modern and contemporary art. In addition to department faculty, curators from MoMA, the Whitney, the International Center for Photography, and other institutions regularly participate in the colloquium.
This course describes the morphological, syntactic and phonological structures of Chinese language within the framework of the functional grammar. The focus is placed on the “mapping” of linguistic forms and their semantic and pragmatic functions. Pedagogical suggestions on how to teach these structures are also provided.
Prerequisites: CHNS G5000x. This course is designed for graduate students who have successfully passed Course I (G5000) and who are permitted by the Department to take this course, which entails working as a teaching assistant in the Chinese language program. In addition to coordinating closely with his or her mentors and the course coordinator, the student TA has to design and teach first year drill sessions, team-teach with his or her mentors, and do other teaching-related assignments.
Conceived in the 1920’s and 1930’s, American Studies sought to make a synoptic account of the “national character.” Since the 1960’s, the field has turned towards a focus on various forms of inequality as the dark side of American exceptionalism. This course surveys the development of the field’s current preoccupations, covering a range of periods, regions, groups, and cultural practices that present productive problems for generalizations about U.S. identity. We begin with the first academic movement in American Studies, the myth and symbol school—and think through its growth in the context of post-WWII funding for higher education. We then move on to a series of debates centered at intersections of race, ethnicity, gender, and sexuality. We’ll close by examining the historical background of protest movements built around the identitarian concerns about rape culture and mass incarceration.
In the first semester a series of workshops will introduce the field of international history and various research skills and methods such as conceptualization of research projects and use of oral sources. The fall sessions will also show the digital resources available at Columbia and how students can deploy them in their individual projects. In the second semester students will apply the skills acquired in the fall as they develop their proposal for the Masters thesis, which is to be completed next year at the LSE. The proposal identifies a significant historical question, the relevant primary and secondary sources, an appropriate methodology, what preliminary research has been done and what remains to be done. Students will present their work-in-progress.
The main purpose of this course is to acquaint students with different theories and methodological approaches to reading and interpretation of texts. This course may not be taken as Pass/D/Fail.