Prerequisites:
MATH S1201
Calculus III, or the equivalent.
Matrices, vector spaces, linear transformation, Eigenvalues and Eigenvectors, canonical forms, applications.
Prerequisites: two terms of college French or two years of secondary school French. Equivalent to
FREN UN2101
.
$15.00= Language Resource Fee, $15.00 = Materials Fee
Equivalent to
French UN2101
. Prepares students for advanced French language and cultures, focusing on developing correct usage through explanations and practice. Gaining a deeper understanding of the French language through readings of poems and short stories, students practice a variety of communication tasks, as they are engaged in ever more complex forms of discourse. Daily assignments, quizzes, laboratory work, and screening of video materials.
Prerequisites: Equivalent to GERM UN2101
Topics include personal interests, biographies, German unification, stereotypes, and German-American relations. Assignments and activities are diversified to integrate undergraduate and graduate students’ academic and personal interests. Upon successful completion of the course (with a minimum grade of B), students should achieve intermediate-high proficiency (ACTFL scale) in speaking, listening, reading, and writing German. Students are advised that this course is a full-time commitment. Students should expect to study 2 hours every day for every hour spent in the classroom and additional time on weekends. Students planning to study in Berlin in spring are advised to complete
GERM S2101
in the Summer Session. The Department of Germanic Languages will assist in selecting the appropriate course. Equivalent to
GERM UN2101
taught during the regular semesters.
Prerequisites: three terms of college French or three years of secondary school French.
$15.00= Language Resource Fee, $15.00 = Materials Fee
Equivalent to
FREN UN2102
. Continues to prepare students for advanced French language and culture with an emphasis on developing highly accurate speaking, reading, and writing skills. Students examine complex topics, using the French language in diverse contexts, and read and actively discuss a wide variety of texts from France and the French speaking world. Daily assignments, quizzes, and screening of video materials.
Prerequisites: Equivalent to GERM UN2102
Topics cover areas of German literature, history, art, and society. Students also read a German drama. Assignments and activities are diversified to integrate undergraduate and graduate students’ academic and personal interests. Intermediate-high to advanced-low proficiency (ACTFL scale) in speaking, listening, reading, and writing German is expected upon successful completion (with a minimum grade of B). Prepares students for advanced German, upper-level literature and culture courses and study in Berlin. Students are advised that this course is a full-time commitment. Students should expect to study 2 hours every day for every hour spent in the classroom and additional time on weekends. Students planning to study in Berlin in spring are advised to complete
GERM S2102
in the Summer Session. The Department of Germanic Languages will assist in selecting the appropriate course. Equivalent to
GERM UN2102
taught during the regular semesters.
Primarily for graduate students in other departments who have some background in French and who wish to meet the French reading requirement for the Ph.D. degree, or for scholars whose research involves references in the French language. Intensive reading and translation, both prepared and at sight, in works drawn from literature, criticism, philosophy, and history. Brief review of grammar; vocabulary exercises.
Prerequisites:
GREK 1121
or
GREK 1101-1102
, or the equivalent.
Equivalent to
Greek 1201
and
Greek 1202
. Reading of selected Attic Greek prose and poetry with a review of grammar in one term to prepare the student to enter third-year Greek. This is an intensive course with substantial preparation time outside of class.
Prerequisites:
LATN 1101
and
1102
, or the equivalent.
Equivalent to
Latin 1201
and
1202
. Reading of selected Latin prose and poetry with a review of grammar in one term to prepare the student to enter third-year Latin. This is an intensive course with substantial preparation time outside of class.
PHIL UN2101 is not a prerequisite for this course. Exposition and analysis of central philosophical problems as discussed by innovative thinkers from Aquinas through Kant. Authors include figures like Descartes, Elisabeth of Bohemia, Spinoza, Anne Conway, Leibniz, Berkeley, Hume, Émilie du Châtelet, and Kant. ,
,
This course examines three masters of European Baroque art—Gianlorenzo Bernini (1598-1680), Diego Velázquez (1599-1660), and Rembrandt van Rijn (1606-1669)—artists who are all well represented in the permanent collection of the Metropolitan Museum of Art. Through classroom discussions and museum visits, we will examine Baroque art as part of a continuing and developing accumulation of forms and ideas throughout the 17th century, and consider the impact these artists had on their contemporaries and in ensuing centuries. Roughly half of the class sessions take place at the Metropolitan Museum, a luxury that allows for close, firsthand analysis of art, but it is not an art appreciation course. It is a history course concerned with a study of ideas, artists, and visual facts and their application to emerging art forms within their cultural-historical context. In addition to developing a critical eye, the class is intended to develop analytical thinking and communication skills as well as knowledge of the subject matter.
Prerequisites:
CHEM S1403
General Chemistry I Lecture,
CHEM S1404
General Chemistry II Lecture and
CHEM S1500
General Chemistry Lab or their equivalents taken within the previous five years.
Principles of organic chemistry. The structure and reactivity of organic molecules from the standpoint of modern theories of chemistry. Stereochemistry, reactions of organic molecules, mechanisms of organic reactions, syntheses and degradations of organic molecules, spectroscopic techniques of structure determination. Please note that students must attend a recitation for this class. Students who wish to take the full organic chemistry lecture sequence and laboratory should also register for
CHEM S2444Q
Organic Chemistry II Lecture and
CHEM S2543Q
Organic Chemistry Lab (see below). This course is equivalent to
CHEM UN2443
Organic Chemistry I Lecture.
Prerequisites:
CHEM S2443D
Organic Chemistry I Lecture or the equivalent.
The principles of organic chemistry. The structure and reactivity of organic molecules are examined from the standpoint of modern theories of chemistry. Topics include stereochemistry, reactions of organic molecules, mechanisms of organic reactions, syntheses and degradations of organic molecules, and spectroscopic techniques of structure determination. This course is a continuation of
CHEM S2443D
Organic Chemistry I Lecture. Please note that students must attend a recitation for this class. Students who wish to take the full organic chemistry lecture sequence and laboratory should also register for
CHEM S2443D
Organic Chemistry I Lecture and
CHEM S2543Q
Organic Chemistry Lab - see below. This course is equivalent to
CHEM UN2444
Organic Chemistry II Lecture.
Prerequisites:
MATH V1102
-
MATH V1201
or the equivalent and
MATH V2010
.
Mathematical methods for economics. Quadratic forms, Hessian, implicit functions. Convex sets, convex functions. Optimization, constrained optimization, Kuhn-Tucker conditions. Elements of the calculus of variations and optimal control.
Prerequisites:
BIOL C2005
or
F2005
(Introduction to Molecular and Cellular Biology, I) or equivalent.
The lab will focus on experiments in genetics and molecular biology with emphasis on data analysis and interpretation.
Prerequisites:
CHEM UN1500
General Chemistry Lab,
CHEM UN2443
Organic Chemistry I - Lecture.
Techniques of experimental organic chemistry, with emphasis on understanding fundamental principles underlying the experiments in methodology of solving laboratory problems involving organic molecules. Attendance at the first laboratory session is mandatory. Please note that you must complete
CHEM UN2443
Organic Chemistry I Lecture or the equivalent to register for this lab course. This course is equivalent to
CHEM UN2543
Organic Chemistry Laboratory.
This course provides a political and social history of India from the 16th-19th century, focusing on the Mughal empire. Two central concerns: first, the Mughal regnal politics towards their rival imperial concerns within India and West Asia (the Maratha, the Rajput, the Safavid, the Ottoman); and second, the foreign gaze onto the Mughals (via the presence of Portuguese, English, and French travelers, merchants, and diplomats in India). These interlocked practices (how Mughals saw the world and how the world saw the Mughals) will allow us develop a nuanced knowledge of universally acknowledged power of the early modern world. Partially fulfills Global Core Requirement.
This course offers an introduction to the art on the Indian subcontinent, commencing with the art of the Indus Valley in the 2
nd
millennium BCE and moving more or less chronologically to the present day. It is divided into four segments devoted to 1) the art of Buddhism, 2) the emergence and development of the Hindu temple, 3) art under India’s Islamic rulers and 4) the art of colonial and post-colonial India, and it covers architecture, sculpture and painting. Readings provide a contextual framework – social, religious, political, and cultural - for understanding the material. You are encouraged to read critically, to bring your own ways of looking at this art, and to consider new approaches to the material. Keeping up with the readings and engaging in section discussions are crucial to providing you with a fruitful experience. We will also make use of the cultural resources of New York City, both for specific assignments and for field trips.
The nature of cinema as a technology, a business, a cultural product, an entertainment medium, and most especially an art form. Study of cinematic genres, stylistics, and nationalities; outstanding film artists and artisans; the relationship of cinema to other art forms and media, as well as to society.
This course centers on the constantly changing ambivalent everyday lived realities, experiences, interpretations as well as the multiple meanings of Islam and focuses less on the study of Islam as a discursive tradition. Furthermore, the course challenges stereotypes of Islam, and of people who one way or another can be called Muslims; most often perceived as a homogenous category through which all Muslim societies are imagined. The course is divided into six parts. The first part introduces the idea of “anthropology of Islam” through different readings in anthropology and various, experiences, practices, dimensions of Islam as a relationship between humans and God. In the second part, the focus is to listen to Islam and connect the different sonic bodies of Islam to power and politics. The third part interrogates preconceived ideas about Islam, gender, feminism, and agency. The fourth part studies Islam, body, sexuality and eroticism. The fifth part is concerned with Islam, youth culture, identity, belonging and rebellion. The last part critically analyzes Islam, modernity, orientalism, post-colonialism and not least today’s fear and notion of imagined enemies.
The adjudged authenticity of a work of art is fundamental in determining its value as a commodity on the art market or, for example, in property claim disputes or in issues of cultural property restitution. Using case studies some straightforward and others extremely vexing--this course examines the many ways in which authenticity is measured through the use of provenance and art historical research, connoisseurship, and forensic resources. From within the broader topics, finer issues will also be explored, among them, the hierarchy of attribution, condition and conservation, copies and reproductions, the period eye and the style of the marketplace.
Using evolutionary principles as the unifying theme, we will survey the study of animal behavior, including the history, basic principles and research methods. Fieldwork is a significant component of this course and through observations at the World Wildlife Conservation Park (Bronx Zoo) and in the urban environment of New York, students will gain familiarity with the scientific method, behavioral observation and research design. Although this is listed as a 3000-level course, no prior biology experience is required. Fulfills the science requirement for most Columbia and GS undergraduates. Field trip: TBD, most probably trip to zoo—during class time; students pay for public transportation
Journalism is more important than ever, the "alternative to alternative facts." The landscape of audio journalism is exploding, with new podcasts launching every day and becoming part of the cultural and political conversation, and radio shows growing. Producers and networks are looking for quality content and reporters with the skills to tell the stories that the public needs to know. In this class, you'll learn the essentials to great journalism--research, ethics, interview technique--as well as how to tell those stories in a way that engages and informs an audience. You'll learn how to write for the ear, how to capture rich sound, how to edit using Adobe Audition, and how to think like a radio producer. And you'll learn how to draft pitches and pursue story ideas with tenacity and wit.
The Introduction to Video Storytelling course teaches students the basics of conceiving, researching, and reporting a story through video. Students will learn to think critically about what makes for a good video story--what makes it newsworthy, what makes video the proper medium for conveying that story--and how to execute using the latest technology. Students will learn how to use and handle a camera, how to best record sound, how to properly frame and light a subject or scene, as well as learn how to use Adobe Premiere editing software. Students will have one complete video story at the end of the 6-week course.
War Reporting: The Coverage of Armed Conflict
explores the origins and roles of modern war reporting, examines the challenges journalists face, and discusses journalism's place in the public discourse of armed conflict and political violence, most notably terrorism. Taught by U.S. Marine corps veteran and Pulitzer Prize winning reporter and author, C.J. Chivers, class discussions will be lively and require student engagement. There will be guest lectures and seminars with leading journalists with experience in recent wars, as well discussions with security and legal professionals who assist and guide news organizations in their coverage of war. The examination of risks to journalists on conflict beats will include detailed case studies of real kidnappings and battlefield deaths, and study examples of risk mitigation and best practices in the field. The course is intended for students with a deep interest in war, terrorism and journalism, including both news consumers and aspiring practitioners. It aims to promote skepticism of official narratives and critical thinking about journalism itself.
Prerequisites:
ECON UN3211
Intermediate Microeconomics and
ECON UN3213
Intermediate Macroeconomics.
Equivalent to
ECON UN3025
. Institutional nature and economic function of financial markets. Emphasis on both domestic and international markets (debt, stock, foreign exchange, Eurobond, Eurocurrency, futures, options, and others). Principles of security pricing and portfolio management; the capital asset pricing model and the efficient markets hypothesis.
Prerequisites:
MATH S1201
, or the equivalent.
Equations of order one, linear equations, series solutions at regular and singular points. Boundary value problems. Selected applications.
Prerequisites: Apply directly to the School of the Arts. Access the application here:
http://arts.columbia.edu/course/television-writing-intensive
.
The TV Writing Intensive is a six-week, concentrated and encompassing introduction into the field of television writing designed to prepare students to join the professional worlds of half-hour comedies and one-hour dramas across network, cable and digital platforms. In an interconnected program consisting of two intensive writing workshops and a lecture series with guest writers and producers, students gain the knowledge and authority to explore, examine and create the kind of groundbreaking work that is taking over television here and around the world. Participants in The Television Writing Intensive learn about half-hour comedy and one-hour drama by writing and developing spec scripts and original pilots. A spec script is a teleplay for an existing show where the writer brings original stories to existing characters. A pilot is a script written for an original series that the writer creates. This intensive course meets 15 hours per week. On Mondays and Wednesdays students will attend the writing courses outlined above. Thursday evenings students will attend seminars with professors and other industry professionals.
Capitalism shapes every aspect of our daily lives. Thinkers on both the left and the right of the political spectrum agree that capitalism structures our economic, social, and political relationships. Yet, there is little agreement as to the definition of capitalism and its normative implications. The definition and interpretation of capitalism differs across time and space, always evolving in response to challenges, crises, and contradictions.
The aim of this course is to provide students with analytical tools to think critically and historically about the concept of capitalism. By studying how philosophers, economists, and political theorists have defined and described the concept of capitalism throughout its history (from the early seventeenth century to the present), students will be provided with a set of terminologies and analytical frameworks that enable them to interrogate the various dimensions of capitalism. The readings in the course are selected to illustrate the fact that capitalism has always been controversial. We will read texts authored by both proponents and critics of capitalism. We will explore how various canonical figures have thought about private property, markets, money, economic growth, injustice, inequality, alienation, and socialism.
Prerequisites:
COMS W1004
Introduction to Computer Science and Programming in Java or knowledge of JAVA.
Data types and structures: arrays, stacks, singly and doubly linked lists, queues, trees, sets, and graphs. Programming techniques for processing such structures: sorting and searching, hashing, garbage collection. Storage management. Rudiments of the analysis of algorithms. Taught in Java.
Jurisprudence, at its core, is the study of legal theory. Fundamentally, however, what is "law?" By studying alternative constitutional systems, what can we learn about the legal foundations of various governments and societies? What influence has legal theory had on the development of very different government structures, and how do different governments grapple with constitutional controversy? This course is designed to explore the basic foundational principles that make up the study of legal theory. It begins by studying the core schools of thought, including natural law, legal positivism, and legal realism. The course then uses these basic concepts to explore and understand the greater development of fundamental, constitutional law and theory within different legal systems in different countries. By comparing various constitution and government structures, using basic legal philosophy as a guide, students will gain a valuable base understanding of the development and execution of legal thought within different societies.
The intricacies of the most controversial aspects of the American Constitution play out daily on college campuses across the country. Who gets admitted to elite institutions, and what factors should they consider? Faculties have tenure to protect their right to challenge conventional wisdom, but what exactly does Academic Freedom protect? Students have the right to free speech, or do they? Can a college censor a student newspaper? If a student is disciplined on campus, do they have a right to an attorney? Do students have a property interest in their education that can cost over $100,000? How does the law treat private and public institutions differently? This course is designed to explore the most controversial of constitutional topics including the First Amendment right to free speech, the Fifth Amendment's takings clause, the Sixth Amendment right to counsel, and the Fourteenth Amendment's guarantee of equal protection, procedural due process and substantive due process in regards to life, liberty, and property.
Prerequisites: any introductory course in computer programming.
Logic and formal proofs, sequences and summation, mathematical induction, binomial coefficients, elements of finite probability, recurrence relations, equivalence relations and partial orderings, and topics in graph theory (including isomorphism, traversability, planarity, and colorings).
Prerequisites: MATH UN1101 or MATH UN1207 and ECON UN1105 or or the equivalent; one term of calculus.
Corequisites: MATH UN1201
Prerequisites: (MATH UN1101 or MATH UN1207) and ECON UN1105 or the equivalent. Corequisites: MATH UN1201. This course covers the determination of output, employment, inflation and interest rates. Topics include economic growth, business cycles, monetary and fiscal policy, consumption and savings and national income accounting.
This course provides an introduction to Shakespeare through a combination of reading his plays and viewing them in performance. On the one hand, we approach each play as a written, published text: our in-class conversation consist primarily in close analysis of key passages, and, in one class period, we visit Rare Books to examine the earliest printed versions of the plays in light of English Renaissance print technology. On the other hand, we view performances of each assigned play, including the attendance as a group of at least one Shakespeare production on an NYC stage. Our semester’s through line is to trace, from his earliest plays to
Hamlet
, Shakespeare’s remarkable development of the techniques of characterization that have made generations of both playgoers and readers feel that his dramatis personae are so modern, real, human. We will also devote attention to exploring the value of each play in our present moment and on our local stages. We read 8 plays in all, including
Titus Andronicus
,
Midsummer Night's Dream
,
Julius Caesar
,
Macbeth
,
Merchant of Venice
, and
Hamlet
.
Regular languages: deterministic and non-deterministic finite automata, regular expressions. Context-free languages: context-free grammars, push-down automata. Turing machines, the Chomsky hierarchy, and the Church-Turing thesis. Introduction to Complexity Theory and NP-Completeness.
There is something savage in the American soul. D. H. Lawrence called it the “American demon”; Hart Crane called it the “American psychosis.” It is in the Puritan experience of isolation in the New England wilderness; and in the uncharted vastness of the West and the violence of its colonization. It is in a utopian New World that promised the overthrow of tradition and the limitless freedom of the Open Road. It is in the everyday barbarism of slavery and the carnage of the Civil War. It is in the insatiable global hunger of American imperialism. It is in the terrifying spectacle of a reality-TV president utterly indifferent to reality. In the USA, all that is solid melts into air. And yet: the chaos of our history has yielded visionary works of art; our lust for transcendence has borne strange fruits and terrible beauties. In this course we will celebrate the incandescence of the American sublime, while probing its perils, in works including: Ralph Waldo Emerson’s essays; Herman Melville’s
Moby-Dick
; poetry of Walt Whitman, Emily Dickinson, Robert Frost, Wallace Stevens and Hart Crane; music of Robert Johnson, Bessie Smith, Louis Armstrong, Billie Holiday, Hank Williams, the Carter Family, the Louvin Brothers, Thelonious Monk, and Bob Dylan; and David Lynch’s film “Lost Highway.”
Walt Whitman was not the first to write about New York. But he was the first of many to let New York write him. By age 43, Whitman had composed most of his best poetry, published three editions of
Leaves of Grass
, and left New York only twice. How did the second son of an unsuccessful farmer, a grammar school dropout and hack writer become America’s greatest poet? This course offers a response to this perennial mystery of literary scholarship by proposing that “Walt Whitman, a kosmos, of Manhattan the son” was indeed a product of his environment. Coming of age as a writer at the same time the city was emerging as a great metropolis, he received his education and inspiration from New York itself. Course time is equally divided between discussions of Whitman’s antebellum poetry, journalism, and prose (including the newly recovered
Life and Adventures of Jack Engle
) in their cultural and geographical contexts, and on-site explorations that retread Whitman’s footsteps through Brooklyn and his beloved Mannahatta. Experiential learning is further encouraged through assignments based in archives, museums, and at historic sites throughout the city.
Introduction to and analysis of major myths in classical literature. Topics include the changing attitudes and applications of myth from Greek epic to tragedy, as well as modern approaches to myth. Readings include Homer, Hesiod, Aeschylus, Sophocles, and Euripides. All readings in English.
This course is a topical (
not
comprehensive) survey of some of the musical traditions of South and West Asia, and of their diasporas. Each tradition will be described locally, connecting it to critical themes that the course aims to explore. The purpose of the course is to introduce you to a range of indigenous and diasporic “Asian” musical styles, ideas, traditions, and artists through an interdisciplinary approach to the study of music
as
culture. No previous background in music is required.
Prerequisites:
STAT UN1211
Intro to Stats w/Calculus,
MATH UN1201
Calculus III, and either intermediate micro or macro (
UN3211
or
UN3213
).
Equivalent to
ECON UN3412
.
Modern econometric methods, the general linear statistical model and its extensions, simultaneous equations and the identification problem, time series problems, forecasting methods, extensive practice with the analysis of different types of data.
Coming on the heels of the MoMA's blockbuster exhibit, this seminar will trace the rise and fall of Abstract Expressionism, from its pre-World War II precipitates in Europe (Surrealism) and in America (Regionalism), to the crucial moment when, as scholar Serge Guilbaut has argued, New York "stole" the idea of modern art, and finally, through the decade when Pop Art rendered Abstract Expressionism obsolete. Although special emphasis will be given to Jackson Pollock, whose persona and work reside at the literal and figurative center of the movement, we will also look closely at works by Mark Rothko, Clyfford Still, Willem DeKooning, Lee Krasner, Louise Bourgeois, Helen Frankenthaler, Eva Hesse, Robert Rauschenberg, Jasper Johns and Cy Twombly. Class lectures and presentations will be supplemented with trips to New York's world-renowned museums.
This lecture examines how the American presidency evolved into the most important job on earth. It examines how major events in US and world history shaped the presidency. How changes in technology and media augmented the power of the president and how the individuals who served in the office left their marks on the presidency. Each class will make connections between past presidents and the current events involving today's Commander-in-Chief. Some topics to be discussed: Presidency in the Age of Jackson; Teddy Roosevelt and Presidential Image Making; Presidency in the Roaring ‘20s; FDR and the New Deal; Kennedy and the Television Age; The Great Society and the Rise of the New Right; 1968: Apocalyptic Election; The Strange Career of Richard Nixon; Reagan's Post Modern Presidency; From Monica to The War on Terror.
This course will introduce students to the history of museums and display practices through New York collections. The birth of the museum as a constitutive element of modernity coincides with the establishment of European nation states. Throughout the course of the nineteenth century, museums were founded in major European and American cities to classify objects, natural and manmade, from plants and fossils to sculpture and clothing. This course presents the alternate art history that can be charted through an examination of the foundation and development of museums from cabinets of curiosity to the collection-less new museums currently being built in the Middle East and beyond. We will consider broad thematic issues such as nationalism, colonialism, canon formation, the overlapping methods of anthropology and art history, and the notion of 'framing' from the architectural superstructure to exhibition design. We will visit a wide variety of museums from the American Museum of Natural History to the Metropolitan Museum of Art to the National September 11 Memorial and Museum as in-depth case studies of more general concepts. Students will have the opportunity to meet museum educators, conservators and curators through on site teaching in a variety of institutions.
Through an examination of painting, sculpture, decorative arts, photography and the visual culture of the United States from 1750 to 1914, the course will explore how American artists responded to and operated within the wider world. Addressing themes shared in common across national boundaries, the class will consider how American art participated in the revolutions and reforms of the "long" nineteenth century, ranging from Romanticism to Modernism. The period witnessed the emergence of new technologies for creating, using, and circulating images and objects, the expansion and transformation of exhibition and viewing practices, and the rise of new artistic institutions, as well as the metamorphosis of the United States from its colonial origins to that of a world power, including the profound changes that occurred during the Civil War. The class will investigate how American art engaged with international movements while constructing national identity during a period of radical transformation both at home and abroad. In addition to lectures/discussions in the classroom, field trips to the Metropolitan Museum (the American Wing, Nineteenth Century Wing, Galleries of Modem and Contemporary Art, and the Photography Study Collection), the Museum of Modem Art and the Whitney Museum of Art, represent a vital aspect of the course. One of the important questions raised in the class is the recent reinterpretation of American art's interaction with international movements in museum installations and scholarship, moving away from an isolationist approach to one that engages with global influence and awareness. Readings will draw not only from primarily sources, but also from many of the publications of the Terra Foundation, whose exhibitions and research programs work to encourage an understanding and exploration of American Art from a global context.
This course will introduce students to the avant-garde movement of Impressionism by making extensive use of New York collections, particularly those of the Metropolitan Museum of Art. We will study Impressionist art and artists in relation to the aesthetic, social and political backdrop of late nineteenth-century France, with attention to the artistic climate in America and Great Britain. Central to the discussion will be the position of women artists, models and collectors during this transformative period. Topics will include: artistic institutions, training and practice; new attitudes toward urban and rural spaces and toward leisure and labor; gender, fashion and social identity; relationships among artists, dealers, critics and patrons; and exhibiting Impressionism in new contexts.
This summer intensive presents New York City as a laboratory for the history and practice of performance art. Positioned between the dramatic and visual arts, performance has become both a major force in contemporary art and an object of the popular imagination—encompassing everything from the puzzling antics of celebrities and politicians to encounters on public transit. What is performance art, exactly, and why is it important? What were the stakes of its historical emergence? How is it different than other art forms, and why does this matter? In this interdisciplinary course, we will investigate these questions historically and theoretically, as well as through creative assignments and experiential exercises inside and outside of the classroom. The course is grounded in the rich history of performance art indigenous to New York City: beginning with its local antecedents in Dada and the Harlem Renaissance after World War I, we will chart how performance art flourished in the experimental downtown milieu of the 1960s and 70s to become a crucial platform for contemporary explorations of identity, body politics, and social relations. Along the way, we will draw on the city’s museums and the urban environment itself as sites of living history and collaborative learning.
America's wars in context, from King Philip's War in 1675 to present conflicts in Afghanistan and the Middle East. This course charts the expansion of U.S. military power from a band of colonists to a globe-girdling colossus with over two million personnel, some 800 bases around the world, and an annual budget of approximately $686 billion - about 57 percent of federal discretionary spending, and more than the next 14 nations combined. It introduces students to the history of American military power; the economic, political, and technological rise of the military-industrial complex and national security state; the role of the armed services in international humanitarian work; and the changing role of the military in domestic and international politics. A three-point semester-long course compressed into six weeks. Syllabus is located here:
http://www.bobneer.com/empireofliberty/
.
The social, cultural, economic, political, and demographic development of America's metropolis from colonial days to present. Slides and walking tours supplement the readings.
Even before the U.S. existed as a republic, people from "Hispanic" and Indo-America have been incorporated into the culture, history, life, and occupational fabric of the United States. Yet, forces, figures, and factions in larger society frequently perceived Latin American heritage people as members of an "alien" culture. Through histories of coercion, migration, labor recruitment, family networks, religious conversion, wars of occupation, economic need, political exile, education inequities, electoral participation, and unimaginative representations in film, fiction, and broader popular culture, millions of people from Mexico, Puerto Rico, Cuba, Dominican Republic, El Salvador, Nicaragua, Guatemala, Ecuador, and the rest of Latin America have somehow become American, while still remaining outside the national community. This 3-point undergraduate lecture course will examine the process of departure and arrival-the historical forces pushing and pulling people from Latin America to the United States. We will also examine how "Spanish," "Latins," "Hispanics," and "Latinos" adjust, integrate, assimilate, resist, and adapt to the many forces that affect their lives in the U.S. over the last century and a half, creating new ethnic, racial and local identities in the process. By studying the experience of Latinos/as and Latin American immigrants with an eye toward patterns of second-class citizenship, identity formation, ethnic culture, community maturation, labor struggles, and social mobility, we will map out the heterogeneous mosaic of Latin American and Caribbean diasporas in the U.S. Due in large part to ongoing immigration from Mexico, the Mexican-origin population has grown appreciably from approximately 100,000 at the turn of the twentieth century to thirty-five million today (10% of the overall U.S. population and about 65% of the collective Latino community). We shall therefore pay special attention to what ethnic Mexicans, their offspring, and other Americans have had to say about the Mexican American experience and its effects on Latino/a social life as well as the nation's economy, society, and culture. Naturally, Puerto Rican, Cuban American, Hispanic Caribbean, and Central/South American communities in the United States will be examined as well. The study of Latino history is a young discipline, with many gaps and grey areas. It also exists in a complex and tense dialogue (often a monologue) within broader U.S. history. During the last two decades as the Latino population has ballooned to 56 million (1
Prerequisites: One philosophy course
This course is mainly an introduction to three influential approaches to normative ethics: utilitarianism, deontological views, and virtue ethics. We also consider the ethics of care, and selected topics in meta-ethics.
“What is he?” murmurs one gray shadow of my forefathers to the other. “A writer of story-books! What kind of a business in life,—what mode of glorifying God, or being serviceable to mankind in his day and generation,—may that be? Why, the degenerate fellow might as well have been a fiddler! - Nathaniel Hawthorne, “The Custom House” (1850) , Fiction is one of the fine arts, deserving in its turn of all the honors and emoluments that have hitherto been reserved for the successful profession of music, poetry, painting, architecture. It is impossible to insist too much on so important a truth. - Henry James, “The Art of Fiction” (1884) , In any discussion of the novel, one must make it clear whether one is talking about the novel as a form of amusement, or as a form of art. […] Amusement is one thing; enjoyment of art is another. - Willa Cather, “The Novel Démeublé” (1922) , Can fiction be an art? While we may be inclined to say “yes” today, in the nineteenth century the reputation of fiction writing – novels, tales, short stories, and sketches – was by no means so secure. Novelists were more likely to be considered entertainers or “story- tellers” than serious artists, and novels were usually thought of as frivolous at best and immoral at worst, and certainly not worthy of serious scrutiny or consideration. How did the reputation of fiction writing in America develop such that novels could be considered certifiably “artistic?”This course examines the novels, short fiction, and critical writings of three important American writers: Nathaniel Hawthorne, Henry James, and Willa Cather. While very different in very many ways, these three authors shared a belief that fiction was a serious business, and every bit as much an art as painting, poetry, sculpture, music, or other “fine” arts. They also all shared an interest in representing these various fine arts and the artists that make them in their novels and stories, often using the figure of the painter, the sculptor, the actor, or the singer in order to explore, develop, and justify their own fictional practice. In other words, this class will examine “the art of fiction” in at least two ways: both by looking at the representation of art and artists in the fiction of these three writers, and also by examining how such representations help these writers to make fiction an art in its own right. This course asks: This course asks: What ideas about the “fine arts” led to the exclusion of novels? Are there reliable criter
Author of
Middlemarch
, widely regarded as “the best English novel,” George Eliot was hailed by her successor Henry James as “one of the noblest, most beautiful minds of our time.” This course will engage Eliot not only as a consummate author of nineteenth-century realist fiction but also as an ethical philosopher. Her novels explore the questions, “How should one live?” “What is the right thing to do?” “What is one’s obligation to the other?” while rejecting moral didacticism. We will read four of Eliot’s masterpieces along with brief excerpts from her essays and from philosophers Spinoza, Feuerbach, J.S. Mill, Spencer, and G.H. Lewes, all of whom critically influenced Eliot’s thinking. For Eliot, the novel serves as a vehicle for ethical inquiry; without “lapsing from the picture to the diagram,” her rich narrative portrayal of character and social intercourse gives “flesh and blood” to philosophical dilemmas, bringing home to readers the real consequences of moral choice and action. The major issues of Victorian debate, including utilitarianism, sympathy, early sociology, faith, and feminism, will inform our study.
Fundamentals of computer organization and digital logic. Boolean algebra, Karnaugh maps, basic gates and components, flipflops and latches, counters and state machines, basics of combinational and sequential digital design. Assembly language, instruction sets, ALU's, single-cycle and multi-cycle processor design, introduction to pipelined processors, caches, and virtual memory.
This course will focus on literature written and published expressly for young adults between the ages of 14-19. Although young adult literature spans a range of genres, in this course we will focus on “problem” novels, science fiction/fantasy dystopian literature, and graphic memoir. We will begin with S.E. Hinton’s classic 1967 novel,
The Outsiders
but will then focus on contemporary literature, with some reference back to influential authors like Judy Bloom, Louis Lowry, and Martin Ritt. We will study the features of YA literature and ask what distinguishes it from other literary categories; how YA explores questions of teen identity, sociality, and development; how it uses or challenges genre conventions; and how it engages with current events and social problems. Students should expect heavy reading over this short summer term, but readings are guaranteed to be interesting, relevant, and fast paced.
This practical lab focuses on the fundamental aspects of development, planning and preparation for low budget films. While using a short film script as their own case study – students will learn pitching, development, script breakdown, scheduling, budgeting and fundraising. Discussion of legal issues, location scouting, deliverables, marketing, distribution and film festival strategy will allow students to move forward with their own projects after completing the class. Using weekly assignments, in-class presentations and textbook readings to reinforce each class discussion topic, students will complete the class having created a final prep/production binder for their project, which includes the script breakdown, production schedule, line item budget, financing/fundraising plan and film festival strategy for their chosen script.
Our critical examination of the aesthetics of literary modernism will seek out history even in those works of high modernism that have traditionally been viewed as ahistorical. We will take up questions of nationalism, empire, and imperialism apparent in a number of the works. Syllabus: Selected Poems of W.B. Yeats, Conrad's
Nostromo
, Woolf's
The Voyage Out
, Rebecca West's
Return of the Soldier
, T.S. Eliot's
The Wasteland
, Proust's
Remembrance of Things Past
, Forster's
A Passage to India
, Kafka's
The Castle
, Stein's
Tender Buttons
, Selected Cantos of Ezra Pound.
Prerequisites: the instructor's permission.
(Seminar). As the great imperial powers of Britain, France, and Belgium, among others, ceded self-rule to the colonies they once controlled, formerly colonized subjects engaged in passionate discussion about the shape of their new nations not only in essays and pamphlets but also in fiction, poetry, and theatre. Despite the common goal of independence, the heated debates showed that the postcolonial future was still up for grabs, as the boundary lines between and within nations were once again redrawn. Even such cherished notions as nationalism were disputed, and thinkers like the Nobel laureate Rabindranath Tagore sounded the alarm about the pitfalls of narrow ethnocentric thinking. Their call for a philosophy of internationalism went against the grain of ethnic and racial particularism, which had begun to take on the character of national myth. The conflict of perspectives showed how deep were the divisions among the various groups vying to define the goals of the postcolonial nation, even as they all sought common cause in liberation from colonial rule. , Nowhere was this truer than in India. The land that the British rulers viewed as a test case for the implementation of new social philosophies took it upon itself to probe their implications for the future citizenry of a free, democratic republic. We will read works by Indian writers responding to decolonization and, later, globalization as an invitation to rethink the shape of their societies. Beginning as a movement against imperial control, anti-colonialism also generated new discussions about gender relations, secularism and religious difference, the place of minorities in the nation, the effects of partition on national identity, among other issues. With the help of literary works and historical accounts, this course will explore the challenges of imagining a post-imperial society in a globalized era without reproducing the structures and subjectivities of the colonial state. Writers on the syllabus include Rabindranath Tagore, M.K. Gandhi, B.R. Ambedkar, Mulk Raj Anand, Raja Rao, Mahasweta Devi, Bapsi Sidwa, Rohinton Mistry, Amitav Ghosh, and Arundhati Roy. ,
Application Instructions:
E-mail Professor Viswanathan (gv6@columbia.edu ) with the subject heading "Indian Writing in English seminar." In your message, include basic information: your name, school, major, year of study, and relevant courses taken, along with a brief statement about why you are interested in taking the course.
Cross-Atlantic influences from both French ballet and French modern dance as seen on the stages of New York City. The course examines not only French dancers and choreographers, but also French conceptions of the expressive body seen in other urban art forms. We study the New York School of Poetry, Painting, Theatre, Dance and Music; French influences on the repertory of American Ballet Theatre and New York City Ballet; the Paris Opera Ballet; the contributions of American choreographers such as Merce Cunningham and Trisha Brown on French dance; and the theatrical impulse in recent French contemporary dance. We will make use of French critical theory ( Merleau-Ponty, Sartre, de Beauvoir, Barthes, Proust, and the work of recent French feminists) to understand how distinct cultures create differing notions of the expressive body. These texts will also help us to see how individual and social movement patterns are created on the stages and in the streets of metropolitan Paris and New York City. When possible, we will attend modern dance performances, and productions of American Ballet Theatre and New York City Ballet. As well, we will visit New York City museums and gallery exhibits, and allied cultural events that help to illustrate the lyric French style. The course will be conducted in English. No prerequisites.
“Learned we may be with another man's learning: we can only be wise with wisdom of our own.”
―
Michel de Montaigne
“There is something you find interesting, for a reason hard to explain. It is hard to explain because you have never read it on any page; there you begin. You were made and set here to give voice to this, your own astonishment.” Annie Dillard
,
The Writing Life
“Find a subject you care about and which in your heart you feel others should care about. It is this genuine caring, not your games with language, which will be the most compelling and seductive element in your style.” Kurt Vonnegut
What makes the essay of personal experience an
essay
rather than a journal entry? How can one's specific experience transcend the limits of narrative and transmit a deeper meaning to any reader? How can a writer transmit the wisdom gained from personal experience without lecturing her reader? In The Art of the Essay, we explore the answers to these questions by reading personal essays in a variety of different forms. We begin with Michel de Montaigne, the 16
th
-century philosopher who popularized the personal essay as we know it and famously asked, “What do I know?,” and follow the development of the form as a locus of rigorous self-examination, doubt, persuasion, and provocation. Through close reading of a range of essays from writers including Annie Dillard, Salman Rushdie, Jamaica Kincaid, and June Jordan, we analyze how voice, form, and evidence work together to create a world of meaning around an author's experience, one that invites readers into conversations that are at once deeply personal and universal in their consequences and implications.
The age of colonialism, so it seems, is long over. Decolonization has resulted in the emergence of postcolonial polities and societies that are now, in many instances, two generations old. But is it clear that the problem of colonialism has disappeared? Almost everywhere in the postcolonial world the project of building independent polities, economies and societies have faltered, sometimes run aground. Indeed, one might say that the anti-colonial dream of emancipation has evaporated. Through a careful exploration of the conceptual argument and rhetorical style of five central anti-colonial texts—C.L.R. James’
The Black Jacobins
, Mahatma Gandhi’s
Hind Swaraj
, Aimé Cesairé’s
Discourse on Colonialism
, Albert Memmi’s
Colonizer and Colonized
, and Frantz Fanon’s
The Wretched of the Earth
—this course aims to inquire into the image of colonialism as a structure of dominant power, and the image of its anticipated aftermaths: What were the perceived ill-effects of colonial power? What did colonialism do to the colonized that required rectification? In what ways did the critique of colonial power (the identification of what was wrong with it) shape the longing for its anti-colonial overcoming?
Course Overview:
This course examines the way particular spaces—cultural, urban, literary—serve as sites for the production and reproduction of cultural and political imaginaries. It places particular emphasis on the themes of the
polis
, the city, and the nation-state as well as on spatial representations of and responses to notions of the Hellenic across time. Students will consider a wide range of texts as spaces—complex sites constituted and complicated by a multiplicity of languages—and ask: To what extent is meaning and cultural identity, site-specific? How central is the classical past in Western imagination? How have great metropolises such as Paris, Istanbul, and New York fashioned themselves in response to the allure of the classical and the advent of modern Greece? How has Greece as a specific site shaped the study of the Cold War, dictatorships, and crisis?
This course will provide a wide-ranging survey of conceptual foundations and issues in contemporary human rights. The class will examine the philosophical origins of human rights, contemporary debates, the evolution of human rights, key human rights documents, and the questions of human rights enforcement. This course will examine specific civil, political, economic, social and cultural rights and various thematic topics in human rights.
Modern feature-length screenplays demand a specific architecture. In this class students will enter with an idea for a film, and during the first eight sessions build a coherent treatment; that is, a summary of the events and major emotional arcs of the film's three acts. In the final four sessions students will begin and complete the first act of their feature-length screenplay.
Prerequisites:
MATH S1202
,
MATH S2010
, or the equivalent. Students must have a current and solid background in the prerequisites for the course: multivariable calculus and linear algebra.
Elements of set theory and general topology. Metric spaces. Euclidian space. Continuous and differentiable functions. Riemann integral. Uniform convergence.
Prerequisites:
MATH S4061
, or the equivalent with the instructor's permission.
Equicontinuity. Contraction maps with applications to existence theorems in analysis. Lebesgue measure and integral. Fourier series and Fourier transform
The world economy is a patchwork of competing and complementary interests among and between governments, corporations, and civil society. These stakeholders at times cooperate and also conflict over issues of global poverty, inequality, and sustainability. What role do human rights play in coordinating the different interests that drive global economic governance? This seminar will introduce students to different structures of global governance for development, trade, labor, finance, the environment, migration, and intellectual property and investigate their relationship with human rights. Students will learn about public, private, and mixed forms of governance, analyze the ethical and strategic perspectives of the various stakeholders and relate them to existing human rights norms. The course will examine the work of multilateral organizations such as the United Nations and the International Financial Institutions, as well as international corporate and non-governmental initiatives.
This course is an ethnographic and historical introduction to the construction of gender and feminist theory in the South Asian context. We will focus on textual and visual material, primarily ethnographies and films, to provide a critique of normative representations of the "South Asian woman". These readings will be used to reveal the complex social and historical configurations that institute and obscure gendered experiences and representations within the colonial imagination and their colonized others. A significant motif of this course will be to develop alternative ways of knowing and understanding gender construction, sexual relations, and community formation in South Asia.
This course examines the relationship between visual culture and human rights. It considers a wide range of visual media (photography, painting, sculpture), as well as aspects of visuality (surveillance, profiling). We will use case studies ranging in time from the early modern period (practices in which the body was marked to measure criminality, for example), to the present day. Within this framework, we will study how aspects of visual culture have been used to advocate for human rights, as well as how images and visual regimes have been used to suppress human rights. An important part of the course will be to consider the role played by reception in shaping a discourse around human rights, visuality, and images. Subjects to be addressed include: the nature of evidence; documentation and witness; censorship; iconoclasm; surveillance; profiling; advocacy images; signs on the body; visibility and invisibility.
Prerequisites:
MATH V1101
Calculus I and
MATH V1102
Calculus II, or the equivalent, and
STAT W1111
or
STAT W1211
(Introduction to Statistics).
Corequisites:
MATH V1201
Calculus III, or the equivalent, or the instructor's permission.
This course can be taken as a single course for students requiring knowledge of probability or as a foundation for more advanced courses. It is open to both undergraduate and master students. This course satisfies the prerequisite for
STAT W3107
and
W4107.
Topics covered include combinatorics, conditional probability, random variables and common distributions, expectation, independence, Bayes' rule, joint distributions, conditional expectations, moment generating functions, central limit theorem, laws of large numbers, characteristic functions.
Documentaries are increasingly proliferating across small and large screens around the world. They circulate as market commodities, forms of entertainment, and vehicles for social change. In this seminar we will compare different national and region contexts of contemporary documentary production, including projects created within the media industries of Mexico, Peru, India, China, Cambodia, and Israel. We will also examine how documentaries resonate locally, but can still transcend geographic borders and engage viewers across the globe. Crucial to our course will be the close analysis of how documentaries actively address civil rights struggles, oppressive government regimes, cultural trends, environmental crises, and progressive social movements to create more inclusive, equitable communities. So, too, will we examine emerging technologies (such as VR/AR), strategies of international co-production, star-studded film festivals, as well as the global reach and impact of mega studios such as Netflix and Wanda. This course partially satisfies the Global Core requirement.
The human rights movement is one of the most successful social justice movements of our time, establishing universal principles that govern how states should treat citizens and non-citizens. The movement strengthens, and is strengthened by, a complex web of institutions, laws, and norms that constitute a functioning global system that builds on itself progressively, animated by strong NGOs. The course will address the evolution of the international human rights movement and on the NGOs that drive the movement on the international, regional and domestic levels. Sessions will highlight the experiences of major human rights NGOs and will address topics including strategy development, institutional representation, research methodologies, partnerships, networks, venues of engagement, campaigning, fundraising and, perhaps most importantly, the fraught and complex debates about adaptation to changing global circumstances.
This course introduces the fundamental concepts and problems of international human rights law. What are the origins of modern human rights law? What is the substance of this law, who is obligated by it, and how is it enforced? The course will cover the major international human rights treaties and mechanisms and consider some of today's most significant human rights issues and controversies. While the topics are necessarily law-related, the course will assume no prior exposure to legal studies.
Prerequisites:
COMS W3134
,
COMS W3136
, or
COMS W3137
, and
COMS W3203
.
Introduction to the design and analysis of efficient algorithms. Topics include models of computation, efficient sorting and searching, algorithms for algebraic problems, graph algorithms, dynamic programming, probabilistic methods, approximation algorithms, and NP-completeness.
Prerequisites: Intermediate Microeconomics(ECON UN3211) and Intermediate Macroeconomics (ECON UN3213)
The study of industrial behavior based on game-theoretic oligopoly models. Topics include pricing models, strategic aspects of business practice, vertical integration, and technological innovation.
Prerequisites: ECON UN3211 or ECON UN3213 or STAT UN1201
An introduction to the economic principles, theories and basic tools underlying the financial decisions of firms. The topics covered include financial statement analysis, net present value analysis, time value of money, valuation of perpetuities and annuities, opportunity cost of capital, weighted average cost of capital, valuation of bonds and stocks, capital budgeting, dividend policy, market efficiency, capital structure, Modigliani-Miller theorem, option valuation and risk management. Every effort would be made to relate the course material to real-world financial applications.
The development of the modern culture of consumption, with particular attention to the formation of the woman consumer. Topics include commerce and the urban landscape, changing attitudes toward shopping and spending, feminine fashion and conspicuous consumption, and the birth of advertising. Examination of novels, fashion magazines, and advertising images.
Introduction to the architectural history and neighborhood development of New York City, focusing on extant buildings erected for all socioeconomic classes and for a variety of uses. The history of architecture in all parts of the City is traced through lectures and walking tours. Requires the instructor's permission for registration after 5/28. Students requiring permission can contact
trob@pipeline.com.
Introduction to the architectural history and neighborhood development of New York City, focusing on extant buildings erected for all socioeconomic classes and for a variety of uses. The history of architecture in all parts of the City is traced through lectures and walking tours. Requires the instructor's permission for registration after 7/5. Students requiring permission can contact
trob@pipeline.com.
Prerequisites: ECON UN3211 and ECON UN3213. At its core, labor economics is the study of the exchange of labor services for wages. Studying this leads to questions on a variety of key issues, such as immigration, affirmative action, health insurance, income inequality, and much more. This course will combine both theory and empirics to understand the labor market; however, greater emphasis will be put on real-world applications over solving abstract mathematical problems. We will use theory to provide a framework of how to analyze the complex interaction between individuals, firms, and the government in the labor market. We will then learn about empirical research that tests the predictions of the theory as well as the effectiveness of policies. Emphasis will be given to new research, giving students exposure to the frontier of labor economics.
This course is a study of romantic poetry and poetics but does not approach its subject from the belated perspective of the Victorians or the Moderns. Instead, the famous Romantics of the late 18th and early 19th centuries are viewed proleptically, from the vantage point of early and mid 18th-century poets who established the modern criteria and generated the forms and ideas later ingeniously personalized by the poets we customarily refer to as the Romantics. Indeed, though we shall spend the concluding half of our study with Wordsworth, Coleridge, Shelley, and Keats, our study begins with the neoclassical romanticism of Pope, Thomson, Akenside, the Wartons, Gray, and Goldsmith. As such, our reading entails a study of lyric trends bridging 18th - and 19th-century verse and of related discourses in aesthetic psychology, moral philosophy, experimental religion, natural description, and affective criticism. We shall attend closely to rhetorical and prosodic elements, with a view to characteristic genres (ode, epistle, georgic, epitaph), innovative hybrids and new forms (elegy, the "conversational" poem). Recommended and required readings in prose are of the period and include theoretical and critical writings by our poets.
Prerequisites:
ECON UN3211
Intermediate Microeconomics and
ECON UN3213
Intermediate Macroeconomics.
Equivalent to
ECON UN4415
. Introduction to the systematic treatment of game theory and its applications in economic analysis.
Why do we still laugh at comic works from nearly 2500 years ago, comedies that have outlived their generations? An examination of the different forms of staged comedy throughout the centuries, beginning with foundational texts from Ancient Greece, especially Aristophanes. We consider how today's playwrights are still building on, and making reference to, primary works from the Western canon. Texts we will read range from Shakespeare, Jonson and Restoration comedies, to Wilde, Beckett, Hansberry, Tennessee Williams, Pinter, and Churchill. We will also cover contemporary work seen on the stages of New York, including short comic plays, stand up, and physical comedy. Attention will be given to comic characters, comic pretense, wit, humor, comedy of errors, comic gestures, comic archetypes, farce, cross-dressing, satiric comedy, comic relief, tragicomedy, romantic comedy, and theatre of the absurd. This course will be of special interest to serious students of comedy. When possible, class outings make use of current New York City productions.
Prerequisites: ECON UN3211 and ECON UN3213
Prerequisites:
ECON UN3211
and UN
3213
. Types of market failures and rationales for government intervention in the economy. Benefit-cost analysis and the theory of public goods. Positive and normative aspects of taxation. The U.S. tax structure.
Prerequisites:
ECON UN3211
Intermediate Microeconomics and
ECON UN3213
Intermediate Macroeconomics.
Equivalent to
ECON UN4500
. The theory of international trade, comparative advantage and the factor endowments explanation of trade, analysis of the theory and practice of commercial policy, economic integration. International mobility of capital and labor, the North-South debate.
This course will offer an immersion in both the history and the language of comics, from the newspaper strips through the early comic books to today's graphic novels. Beginning with readings that offer a theoretical framework and an analytical vocabulary, students will examine and discuss the way page layout, panel composition, color, lettering, sound effects, and more help carry and shape the narrative, as soundtracks and shot composition do in film. Readings will include wordless works by Shaun Tan, classic works by Alison Bechdel, as well as many that may be less familiar. Students will analyze the American, Asian, and European approaches to comics. Guest speakers from the comics industry will aid in developing students' analytical skills. Instructor permission is required for registration after 5/28.
Prerequisites:
COMS W3134
Data structures in Java,
COMS W3136
Data Structures with C/C++, or
COMS W3137
Honors Data Structures and Algorithms.
Provides a broad understanding of the basic techniques for building intelligent computer systems. Topics include state-space problem representations, problem reduction and and-or graphs, game playing and heuristic search, predicate calculus, and resolution theorem proving, AI systems and languages for knowledge representation, machine learning and concept formation and other topics such as natural language processing may be included as time permits.
Prerequisites: COMS W3134 or COMS W3136 or COMS W3137 or or the instructor's permission.
Prerequisites: (COMS W3134 or COMS W3136 or COMS W3137) or the instructor's permission. Computational approaches to natural language generation and understanding. Recommended preparation: some previous or concurrent exposure to AI or Machine Learning. Topics include information extraction, summarization, machine translation, dialogue systems, and emotional speech. Particular attention is given to robust techniques that can handle understanding and generation for the large amounts of text on the Web or in other large corpora. Programming exercises in several of these areas.
Prerequisites: Any introductory course in linear algebra and any introductory course in statistics are both required. Highly recommended: COMS W4701 or knowledge of Artificial Intelligence.
Topics from generative and discriminative machine learning including least squares methods, support vector machines, kernel methods, neural networks, Gaussian distributions, linear classification, linear regression, maximum likelihood, exponential family distributions, Bayesian networks, Bayesian inference, mixture models, the EM algorithm, graphical models and hidden Markov models. Algorithms implemented in MATLAB.