PROCESS SAFETY

Aimed at seniors and graduate students. Provides classroom experience on chemical engineering process safety as well as Safety in Chemical Engineering certification. Process safety and process control emphasized. Application of basic chemical engineering concepts to chemical reactivity hazards, industrial hygiene, risk assessment, inherently safer design, hazard operability analysis, and engineering ethics. Application of safety to full spectrum of chemical engineering operations.

• Department: Chemical Engineering
• MW 2:40 p.m.-3:55 p.m.
• None None-None
• Instructor: Robert G Bozic
  Info
• 3 points

READINGS IN HEBREW TEXTS I

Prerequisites: (MDES GU4510) and (MDES GU4511) 3RD Year Modern Hebrew or the instructor's permission. This course focuses on central identities shaping Israeli society and is designed to give students extensive experience in reading Hebrew. Through selected readings of contemporary literary works and media texts, students will increase their proficiency in Hebrew and enhance their understanding of Israeli culture and society. All readings, written assignments, and class discussions are in Hebrew. No P/D/F or R credit is allowed for this class.

• Department: Middle Eastern, South Asian and African Studies
• MW 12:10 p.m.-2 p.m.
• Instructor: Naama Harel
  CULPA: 1 Info
• 4 points

ITALIAN CULTURAL STUDIES I

An interdisciplinary investigation into Italian culture and society in the years between Unification in 1860 and the outbreak of World War I. Drawing on novels, historical analyses, and other sources including film and political cartoons, the course examines some of the key problems and trends in the cultural and political history of the period. Lectures, discussion and required readings will be in English. Students with a knowledge of Italian are encouraged to read the primary literature in Italian.

• Department: Italian @Barnard
• MW 10:10 a.m.-11:25 a.m.
• Instructor: Nelson Moe
  CULPA: 10 h-index: 6 Info
• 3 points

READINGS IN CLASSICAL CHINESE

Prerequisites: CHNS W3302 or the equivalent. Admission after placement exam. Focusing on Tang and Song prose and poetry, introduces a broad variety of genres through close readings of chosen texts as well as the specific methods, skills, and tools to approach them. Strong emphasis on the grammatical and stylistic analysis of representative works. CC GS EN CE

• Department: East Asian Languages and Cultures
• TR 10:10 a.m.-11:25 a.m.
• Instructor: Wei Shang
  CULPA: 4 Wikipedia h-index: 96 Info
• 3 points

Fundamental Design Tools

Covers fundamental engineering design tools for creating and testing physical products. Includes basics of computer-aided design, circuit design and use of microcontrollers, Internet of Things, and computational modeling and simulation. Additional hands-on exposure to tools for high-fidelity physical prototyping in Makerspace. Mini-project design involving an engineering device or system incorporated tools.

• Department: Mechanical Engineering
• W 7 p.m.-9:30 p.m.
• Instructor: Jonathan D Blutinger
  Info
• 3 points

STUDIO I- HISTORIC PRESERV

• Department: Architecture, Planning and Preservation
• F 9 a.m.-1 p.m.
• 6 points

TISSUE ENGINEERING

An introduction to the strategies and fundamental bioengineering design criteria behind the development of cell-based tissue substitutes. Topics include biocompatibility, biological grafts, gene therapy-transfer, and bioreactors.

• Department: Biomedical Engineering
• MW 11:40 a.m.-12:55 p.m.
• Instructor: Clark T Hung
  CULPA: 5 h-index: 65 Info
• 3 points

3RD YR MODERN HEBREW I

Prerequisites: 2nd Year Modern Hebrew II, Hebrew for Heritage Speakers II, or the instructor's permission. This course is designed to take students from the intermediate to advanced level. Students will further develop their reading, writing, speaking, and listening skills in Hebrew through an examination of a wide range of sources, including short stories, poems, visual arts, popular music, television shows and films. All readings, written assignments, and class discussions are in Hebrew. No P/D/F or R credit is allowed for this class.

• Department: Middle Eastern, South Asian and African Studies
• MW 10:10 a.m.-noon
• Instructor: Naama Harel
  CULPA: 1 Info
• 4 points

POWER SYSTEMS ANALYSIS

Modeling of power networks, steady-state and transient behaviors, control and optimization, electricity market, and smart grid.

• Department: Electrical Engineering
• W 7 p.m.-9:30 p.m.
• Instructor: Ahmed Mousa
  Info
• 3 points

FIFTH YEAR CHINESE I

The Fifth Year Chinese course is designed for advanced learners who have a proficient command of the Chinese language in all four aspects: listening, speaking, reading, and writing, regardless of whether they have Chinese heritage. The course provides a wide variety of literary genres, ranging from short stories to aesthetic essays to academic articles, to enhance students' mastery of formal written Chinese. While the primary objectives of this course lie in reading, students also have opportunities to develop their speaking competence through a variety of in-class discussions, debates, and presentations.

• Department: East Asian Languages and Cultures
• TR 10:10 a.m.-11:25 a.m.
• Instructor: Lening Liu
  CULPA: 9 Info
• 4 points

NAPLES: PORTRAIT OF A CITY

• Department: Italian @Barnard
• T 6:10 p.m.-10 p.m.
• Instructor: Nelson Moe
  CULPA: 10 h-index: 6 Info
• 3 points

DATA SCIENCE FOR MECHANICAL SYSTEMS

Introduction to the practical application of data science, machine learning, and artificial intelligence and their application in Mechanical Engineering. A review of relevant programming tools necessary for applying data science is provided, as well as a detailed review of data infrastructure and database construction for data science. A series of industry case studies from experts in the field of data science will be presented.

• Department: Mechanical Engineering
• TR 10:10 a.m.-11:25 a.m.
• Instructor: Changyao Chen
  Info
• 3 points

Biogeochemistry

Biogeochemistry considers how the basic chemical conditions of the Earth, from atmosphere to soil to seawater, have been and are being affected by the existence of life. Human activities in particular, from the rapid consumption of resources to the destruction of the rainforests and the expansion of smog-covered cities, are leading to rapid changes in the basic chemistry of the Earth.

This course will examine biogeochemical processes in both terrestrial and aquatic ecosystems in Earth’s Biosphere. We will cover the historical development and evolution of biogeochemical cycles and compare past biogeochemical systems on the planet to contemporary and future eco-biogeochemical systems that are increasingly perturbed and dominated by human activity.

• Department: Earth and Environmental Sciences
• TR 10:10 a.m.-11:25 a.m.
• Instructor: Ajit Subramaniam
  Info
• 3 points

Topics in U.S. Foreign Relations History

This course will explore various topics in the History of U.S. foreign relations. Drawing on a wide range of scholarly writings, we will explore the history of the United States and the world with an eye toward the impact of American power on foreign peoples. Students will also use the semester to design, research, and write a substantial essay that draws on both primary and secondary sources on a topic chosen in consultation with the professor.

• Department: History
• T 12:10 p.m.-2 p.m.
• Instructor: Paul T Chamberlin
  CULPA: 3 Info
• 4 points

DRUG AND GENE DELIVERY

Application of polymers and other materials in drug and gene delivery, with focus on recent  advances in field. Basic polymer science, pharmacokinetics, and biomaterials, cell-substrate interactions, drug delivery system fabrication from nanoparticles to microparticles and electrospun fibrous membranes. Applications include cancer therapy, immunotherapy, gene therapy, tissue  engineering, and regenerative medicine. Course readings include textbook chapters and journal  papers. Homework assignments take format of assay responding to open-ended question. Term  paper and 30-minute PowerPoint presentation required at end of semester.

• Department: Biomedical Engineering
• M 1:10 p.m.-3:40 p.m.
• Instructor: Kam W Leong
  h-index: 126 Info
• 3 points

FEMINIST AND DECOLONIAL STUDIES IN LATIN

Feminist & Decolonial LA

This course introduces feminist and decolonial studies as an exciting and interdisciplinary field that helps us better understand power, inequality, and social change. It offers a foundation in key feminist and decolonial ideas while inviting students to connect theory with real-world struggles and movements.
     In the first part of the course, we will learn concepts and explore major debates in feminist and decolonial thought. In the second half, we will look at feminism not only as a set of ideas, but also as a diverse and dynamic social movement that has shaped political struggles, cultural representation, and historical change.
      Together, we will ask important questions such as: Is gender shaped by colonial histories? What does intersectionality help us see about inequality? How can research and political action be guided by feminist and decolonial perspectives? What can we learn from Indigenous feminisms, community feminisms, and other transformative ways of thinking?
      Throughout the course, we will engage with the work of activists, scholars, and artists—especially Indigenous, Afro-descendant, LGBTQ+, and land and water defenders—whose ideas are reshaping feminist studies today. We will also explore how feminist and decolonial perspectives help us understand the current planetary crisis and imagine more just and sustainable ways of relating to each other and to the environment.

Class Note: Indigenous & Black women, feminist & queer authors

• Department: Anthropology
• R 10:10 a.m.-noon
• Instructor: Marisa G Ruiz Trejo
  Info
• 4 points

THE DEVELOPMENT PROCESS: DEAL STRUCTURIN

DEV PROC: DEAL STRUCTURI

• Department: Architecture, Planning and Preservation
• R 9 a.m.-noon
• Instructor: Cecily C King
  Info
• 3 points

NARRATIVE AND HUMAN RIGHTS

(Lecture). We cant talk about human rights without talking about the forms in which we talk about human rights. This course will study the convergences of the thematics, philosophies, politics, practices, and formal properties of literature and human rights. In particular, it will examine how literary questions of narrative shape (and are shaped by) human rights concerns; how do the forms of stories enable and respond to forms of thought, forms of commitment, forms of being, forms of justice, and forms of violation? How does narrative help us to imagine an international order based on human dignity, rights, and equality? We will read classic literary texts and contemporary writing (both literary and non-literary) and view a number of films and other multimedia projects to think about the relationships between story forms and human rights problematics and practices. Likely literary authors: Roberto Bolaño, Miguel de Cervantes, Assia Djebar, Ariel Dorfman, Slavenka Drakulic, Nuruddin Farah, Janette Turner Hospital, Franz Kafka, Sahar Kalifeh, Sindiwe Magona, Maniza Naqvi, Michael Ondaatje, Alicia Partnoy, Ousmane Sembène, Mark Twain . . . . We will also read theoretical and historical pieces by authors such as Agamben, An-Naim, Appiah, Arendt, Balibar, Bloch, Chakrabarty, Derrida, Douzinas, Habermas, Harlow, Ignatieff, Laclau and Mouffe, Levinas, Lyotard, Marx, Mutua, Nussbaum, Rorty, Said, Scarry, Soyinka, Spivak, Williams.

• Department: English and Comparative Literature
• MW 4:10 p.m.-5:25 p.m.
• Instructor: Joseph R Slaughter
  CULPA: 13 h-index: 13 Info
• 3 points

CATALYSIS OF EMISSIONS CONTROL

Fundamentals of heterogeneous catalysis including modern catalytic preparation techniques. Analysis and design of catalytic emissions control systems. Introduction to current industrial catalytic solutions for controlling gaseous emissions. Introduction to future catalytically enabled control technologies.

• Department: Earth and Environmental Engineering
• MW 11:40 a.m.-12:55 p.m.
• 3 points

The New York City Watershed: From Commun

The NYC Watershed

The New York City Watershed: From Community Displacement to

Collaboration and Climate Adaptation
brings students to the Catskill Mountains in upstate New York to learn first hand from researchers and practitioners who help supply over ten million New Yorkers with safe and abundant drinking water while also working to build social, economic and environmental capital in the towns and villages located in the watershed surrounding the city’s reservoirs – all against a backdrop of increasing climate-related disruption. 

The class will learn how New York City and a coalition of upstate watershed communities worked to end nearly a century of mutual resentment, displacement and extraction by entering into the
Watershed Agreement of 1997
, which has become a widely renowned model for collaborative and equitable water resources management planning in the twenty-five years since its completion. Students will engage with several of the Watershed Agreement’s original negotiators and with the local elected officials, agency staff and non-profit leaders who implement its signature “
multi-barrier
” strategy for drinking water protection through open space preservation, support for sustainable farming practices and investments in clean water infrastructure and sustainable economic growth in watershed communities. They will also learn how increases in storm intensity and warming driven by climate change threaten to upset the delicate balance between New York City’s need for safe drinking water and the socio-economic interests of upstate watershed communities. 

Upon completion of the course, students will better understand the challenges involved in creating and implementing collaborative, multi-stakeholder plans for water resource management and host community benefits in today’s increasingly climate-disrupted world.

• Department: Earth Institute
• Instructor: Marcia N Macedo
  Info
• 1 points

August Wilson

In this seminar we will read the complete published plays of August Wilson along with significant unpublished and obscurely published plays, prose, and poetry. The centerpieces of this course will be what Wilson termed his “century cycle” of plays: each work focusing on the circumstances of Black Americans during a decade of the twentieth century. As we consider these historical framings, we also will explore closely on what Wilson identified as the “four B’s” that influenced his art most emphatically: Bessie Smith (sometimes he called this first B the Blues), Amiri Baraka, Romare Bearden, and Jorge Luis Borges. Accordingly, as we consider theoretical questions of cross-disciplinary conversations in art, we will study songs by Bessie Smith (and broad questions of the music and literary form), plays, prose, and poetry of Baraka (particularly in the context of Wilson’s early Black Arts Movement works), the paintings of Bearden, and the poetry and prose (along with a few lectures and transcribed interviews) of Borges. We will use archival resources (online as well as “hard copy” material, some of it at Columbia) to explore Wilson’s pathways as a writer, particularly as they crisscrossed the tracks of his “four B’s.” Along the way we will examine several drawings and paintings (from his University of Pittsburgh archives) as we delve into the rhythmical shapes, textures, and colors he used on paper and canvas as well as in his plays. Visitors to the class will include Wilson’s musical director Dwight Andrews and at least one of his regular actors.

• Department: English and Comparative Literature
• R 4:10 p.m.-6 p.m.
• Instructor: Robert G O'Meally
  CULPA: 18 Info
• 4 points

PROFESSIONAL PRACTICE

• Department: Architecture, Planning and Preservation
• F 9 a.m.-11 a.m.
• Instructor: Alessandro Orsini
  Info
• 3 points

PROBABILITY & DECISION THEORY

Examines interpretations and applications of the calculus of probability including applications as a measure of degree of belief, degree of confirmation, relative frequency, a theoretical property of systems, and other notions of objective probability or chance. Attention to epistimological questions such as Hume's problem of induction, Goodman's problem of projectibility, and the paradox of confirmation.

• Department: Philosophy
• MW 4:10 p.m.-5:25 p.m.
• Instructor: Tamar A Lando
  CULPA: 8 Info
• 3 points

COLLECTING ARCH TERRITORIES

• Department: Architecture, Planning and Preservation
• R 11 a.m.-1 p.m.
• Instructor: Mark Wasiuta
  CULPA: 1 Info
• 3 points

PERSONAL IDENTITY

• Department: Philosophy
• W 12:10 p.m.-2 p.m.
• Instructor: Carol Rovane
  CULPA: 13 Info
• 3 points

GEOGRAPHICAL INFO SYS

• Department: Architecture, Planning and Preservation
• T 10 a.m.-1 p.m.
• R 5 p.m.-8 p.m.
• 3 points

Health from a Systems Perspective

Health System Perspective

Health, disease, and death from a systems engineering perspective, introduction to control theory in a biomedical context.

• Department: Biomedical Engineering
• W 10 a.m.-12:40 p.m.
• Instructor: Henry Hess
  CULPA: 1 h-index: 45 Info
• 3 points

EXTREME DESIGN

• Department: Architecture, Planning and Preservation
• T 11 a.m.-1 p.m.
• Instructor: Mark Wigley
  Wikipedia Info
• 3 points

FUNDAMENTALS OF DOSIMETRY

Basic radiation physics: radioactive decay, radiation producing devices, characteristics of the different types of radiation (photons, charged and uncharged particles) and mechanisms of their interactions with materials. Essentials of the determination, by measurement and calculation, of absorbed doses from ionizing radiation sources used in medical physics (clinical) situations and for health physics purposes.

• Department: Applied Physics and Applied Mathematics
• W 4 p.m.-6:50 p.m.
• Instructor: Sean L Berry
  Info
• 3 points

EARTH RESOURCES & SUSTAIN DEV

Prerequisites: none; high school chemistry recommended. This course is open to graduate students, and juniors and seniors within DEES, Sus Dev, Engineering, Chemistry, Physics, and APAM - or with the instructors permission. Survey of the origin and extent of mineral resources, fossil fuels, and industrial materials, that are non renewable, finite resources, and the environmental consequences of their extraction and use, using the textbook Earth Resources and the Environment, by James Craig, David Vaughan and Brian Skinner. This course will provide an overview, but will include focus on topics of current societal relevance, including estimated reserves and extraction costs for fossil fuels, geological storage of CO2, sources and disposal methods for nuclear energy fuels, sources and future for luxury goods such as gold and diamonds, and special, rare materials used in consumer electronics (e.g. ;Coltan; mostly from Congo) and in newly emerging technologies such as superconducting magnets and rechargeable batteries (e.g. heavy rare earth elements, mostly from China). Guest lectures from economists, commodity traders and resource geologists will provide ;real world; input.

• Department: Earth and Environmental Sciences
• TR 1:10 p.m.-2:25 p.m.
• Instructor: Peter Kelemen
  CULPA: 8 h-index: 84 Info
• 3 points

History of Modern Israel

While Israel is perhaps one of the most discussed and debated state in the world – only few onlookers have a deep understanding of Israel’s complex and fragmented society and politics.

This course invites the students into a journey to the historical and current Israeli politics and society by introducing the creation of the Israeli Democracy, the main political debates, different ideological visions, and the main cleavages and demographic divisions that have driven Israeli society from 1948 through the present days.

By presenting continuation and changes in Israel history and society the students will learn about the main events in Israel history with respect to military and diplomatic issues, different groups and parties – among them, Ultra-Orthodox (Haredim), Palestinian citizens of Israel, Ethiopian Jews, Religious Zionist, Jewish settlers, Ashkenazi vs Mizrahi/Sephardic Jews – which create the fabric of Israel politics and society from its formative years to the current era. 

With an eye open to current developments, the course will also discuss new trends in Israeli politics.

In addition to the reading and primary sources, the students will watch and review films about Israeli politics and culture. At the end of the course the students will gain a better understanding of Israel and its complexities. 

Course Objectives

By the end of the course students will, (1) Understand Israel’s broad and diverse social and political spectrum, with an emphasis on historical events and core issues (the peace process, religion-state dynamics, etc.)

2. Be able to discuss and write intelligently about Israel’s history, politics and culture.

• Department: Institute for Israel & Jewish Studies
• M 12:10 p.m.-2 p.m.
• Instructor: Avraham Shilon
  Info
• 4 points

Continuous Control Systems

Introduction to continuous systems with the treatment of classical and state-space formulations. Mathematical concepts, complex variables, integral transforms and their inverses, differential equations, and relevant linear algebra. Classical feedback control, time/frequency domain design, stability analysis, Laplace transform formulation and solutions, block diagram simplifcation and manipulation, signal ow graphs, modeling physical systems and linearization. state-space formulation and modeling, in parallel with classical single-input single-output formulation, connections between the two formulations. Transient and steady state analysis, methods of stability analysis, such as root locus methods, Nyquist stability criterion, Routh-Hurwitz criterion, pole/zero placement, Bode plot analysis, Nichols chart analysis, phase lead and lag compensators, controllability, observability, realization of canonical forms, state estimation in multivariable systems, time-variant systems. Introduction to advanced stability analysis such as Lyapunov stability and simple optimal control formulation. May not take for credit if already received credit for EEME E3601.

• Department: Mechanical Engineering
• R 4:10 p.m.-6:40 p.m.
• Instructor: Ali Dadgar
  Info
• 3 points

POLITICS IN INDIA

This course will combine study of long-term historical sociology with more short term understanding of policies and their possible effects. Though its main purpose will be to provide students with an understanding of politics after independence, it will argue, methodologically, that this understanding should be based on a study of historical sociology – plotting long-terms shifts in the structure of social power. The course will start with analyses of the structures of power and ideas about political legitimacy in pre-modern India, and the transformations brought by colonialism into that order. After a brief study of the nature of political order under the colonial state, the courses will focus primarily on the history of the democratic state after independence.

• Department: Middle Eastern, South Asian and African Studies
• T 2:10 p.m.-4 p.m.
• Instructor: Sudipta Kaviraj
  Wikipedia Info
• 4 points

Zionism in History: Controversies Local

Zionism History: Controve

From its very inception on the stage of history, the Zionist idea has been a catalyst for intense controversy, both within the Zionist movement and the Jewish people, as well as among external critics. This course seeks to trace the major debates and controversies that have shaped Zionism from its founding to the present day, as they have manifested in the State of Israel.

 

The curriculum examines key questions: Is Zionism a modern development of Judaism or a completely new phenomenon that marks a historical break? Should the movement have emphasized cultural identity or political sovereignty? Why did the Zionist movement choose a Western orientation over an Eastern one? 

 

We will also examine how Zionists engaged with the Arab Revolt of the 1930s, raising relevant questions such as the policy of restraint or retaliation, and analyze the core arguments of those who define Zionism as a legitimate — even one of the most justified — national movements versus those who characterize it through colonialist frameworks.

Furthermore, the course will revisit Hannah Arendt’s controversial reflections on the 1961 Eichmann Trial and the subsequent accusations regarding her perceived lack of "
Ahavat Yisrael
" (love for the Jewish people). We will move forward to address the contemporary debate over whether anti-Zionism is inherently the same as antisemitism and explore Israeli views of anti-Zionist critiques.

 

Throughout the course, we will place special emphasis on examining controversies surrounding Israel and Zionism in comparison to other global nationalist movements.

By situating Zionist history within both global perspectives and internal debates, students will move beyond narrow political discourse to acquire a profound understanding of Israel’s past and present. Each session will be supplemented by primary sources, including films, speeches, testimonies, and interviews.

• Department: Institute for Israel & Jewish Studies
• W 10:10 a.m.-noon
• Instructor: Avraham Shilon
  Info
• 4 points

INTRODUCTION TO ROBOTICS

Overview of robot applications and capabilities. Linear algebra, kinematics, statics, and dynamics of robot manipulators. Survey of sensor technology: force, proximity, vision, compliant manipulators. Motion planning and artificial intelligence; manipulator programming requirements and languages.

• Department: Mechanical Engineering
• T 4:10 p.m.-6:40 p.m.
• Instructor: Sunil Agrawal
  Wikipedia h-index: 65 Info
• 3 points

Human-Wildlife Conflict

This course explores the history, nature and underlying causes of human/wildlife conflict from the human perspective. We will emphasize areas of human and wildlife conflict that endanger the existence of wildlife species in significant portions of their range, and consider emerging strategies that may reduce human-wildlife conflict.

• Department: Ecology, Evolution, and Environmental Biology
• F 2:10 p.m.-4 p.m.
• Instructor: Wai-Ming Wong
  Info
• 3 points

ADV MANUFACTURING PROCESSES

Principles of nontraditional manufacturing, nontraditional transport and media. Emphasis on laser assisted materials processing, laser material interactions with applications to laser material removal, forming, and surface modification. Introduction to electrochemical machining, electrical discharge machining and abrasive water jet machining.

• Department: Mechanical Engineering
• W 4:10 p.m.-6:40 p.m.
• 3 points

ROBOTICS STUDIO

Hands-on studio class exposing students to practical aspects of the design, fabrication, and programming of physical robotic systems. Students experience entire robot creation process, covering conceptual design, detailed design, simulation and modeling, digital manufacturing, electronics and sensor design, and software programming.

• Department: Mechanical Engineering
• W 11:40 a.m.-12:55 p.m.
• Instructor: Hod Lipson
  Wikipedia h-index: 79 Info
• 3 points

Frontiers of Justice

Frontiers of Justice is designed to encourage students and equip them with the skills to become active and effective  “Change Agents” within their academic institutions and larger communities.. Oriented by the question,
What does justice look like?
, this course aims to raise political and social awareness and engagement with the challenges facing New York City and strengthen ties between Columbia University, disadvantaged communities, and city government agencies and community organizations. Through sharing ideas about how to make structural and systemic change in ways that integrate science, law, politics, history,  narrative and community engagement, the course is intended to support students in working to break down racial and ethnic barriers and toward a more fair and just society.

• Department: Psychology
• M 2:10 p.m.-4 p.m.
• Instructor: Nora Isacoff
  CULPA: 1 Info
• 4 points

TECHNOLOGY,RELIGION,FUTURE

This seminar will examine the history of the impact of technology and media on religion and vice versa before bringing into focus the main event: religion today and in the future. Well read the classics as well as review current writing, video and other media, bringing thinkers such as Eliade, McLuhan, Mumford and Weber into dialogue with the current writing of Kurzweil, Lanier and Taylor, and look at, among other things: ethics in a Virtual World; the relationship between Burning Man, a potential new religion, and technology; the relevance of God and The Rapture in Kurzweils Singularity; and what will become of karma when carbon-based persons merge with silicon-based entities and other advanced technologies.

• Department: Religion
• R 10:10 a.m.-noon
• Instructor: David R Kittay
  CULPA: 6 Info
• 4 points

AFRICAN-AMERICAN LITERATURE I

(Lecture). This lecture course is intended as the first half of the basic survey in African-American literature. By conducting close readings of selected song lyrics, slave narratives, fiction, poetry, and autobiography, we will focus on major writers in the context of cultural history. In so doing, we will explore the development of the African- American literary tradition. Writers include, but are not limited to, Wheatley, Equiano, Douglass, Jacobs, Harper, Dunbar, Chestnutt, Washington, Du Bois, and Larsen. Course requirements: class attendance, an in-class midterm exam, a five-page paper, and a final exam.

• Department: English and Comparative Literature
• TR 8:40 a.m.-9:55 a.m.
• Instructor: Robert G O'Meally
  CULPA: 18 Info
• 3 points

Islam in Popular Culture

This course interrogates seminal issues in the academic study of Islam through its popular representation in various forms of media from movies and television to novels and comic books. The class is structured around key theoretical readings from a range of academic disciplines ranging from art history and anthropology to comparative literature and religion.

The course begins by placing the controversies surrounding the visual depiction of Muhammad in historical perspective (Gruber). This is followed by an examination of modern portrayals of Muslims in film that highlights both the vilification of the “other” (Shaheen) and the persistence of colonial discourses centered on the “native informant” (Mamdani). Particular emphasis is given to recent pop cultural works that challenge these simplistic discourses of Islam. The second half of the course revisits Muhammad, employing an anthropological framework (Asad) to understand the controversies surrounding Salman Rushdie’s Satanic Verses. The obsession with a gendered depiction of Islam is then examined through an anthropological framework that sheds light on the problems of salvation narratives (Abu Lughod). The course ends with a look at the unique history of Islam in America, particularly the tension between immigrant and African-American communities.

• Department: Religion @Barnard
• T 4:10 p.m.-6 p.m.
• Instructor: Najam I Haider
  CULPA: 8 Info
• 4 points

INTRO-POLYMERS/SOFT MATERIALS

• Department: Chemical Engineering
• MW 10:10 a.m.-11:25 a.m.
• Instructor: Christopher J Durning
  CULPA: 3 Info
• 3 points

Numerical Methods for Data Analysis

Num Methods for Data Anal

An introduction to the mathematical and computational foundations of data analysis with linear models. Develops theoretical and computational understanding of numerical linear algebra algorithms for problems including data fitting, data classification, clustering, and data reduction. Focus includes vector spaces, matrix factorization, least squares methods, and singular value decompositions. Illustrations on a variety of engineering applications, including power networks, autonomous and electric vehicles, quantum computing, medical imaging, and systems biology.

• Department: Electrical Engineering
• T 10:10 a.m.-12:40 p.m.
• Instructor: James Anderson
  h-index: 18 Info
• 3 points

ADVANCED HINDI I

This third year (or fifth semester) course in the Hindi-Urdu program aims to continue building upon the existing listening, speaking, reading, writing, and cultural skills in Hindi.Students will be exposed to a variety of authentic materials, such as stories, plays, newspapers, magazines, videos, and film clips. They will be expected to expand their vocabulary, enhance their grammatical accuracy, and develop their cultural appropriateness through enthusiastic participation in classroom activities and immersion in the speech community outside.

The objective of the course is to promote meaningful interaction with literary texts and strengthen students’ language skills to understand and describe situations and people in diverse academic settings of modern Hindi. Writing in the target language will be emphasized throughout the semester to enable students to use their diverse vocabulary and grammatical structures. This course will prepare students for “Advanced Hindi-II.”

• Department: Middle Eastern, South Asian and African Studies
• TR 10:10 a.m.-noon
• Instructor: Rakesh Ranjan
  CULPA: 6 Info
• 5 points

TENSILE/COMPRESSION SURFACES

• Department: Architecture, Planning and Preservation
• T 11 a.m.-1 p.m.
• Instructor: Robert E Marino
  Wikipedia Info
• 3 points

Psychology of Religion

Prerequisites: Two courses in psychology, including at least one course with a focus on research methods
and/or statistics, and permission of the instructor.
Review of theories and empirical research related to religious cognition and behavior. Topics include the
foundations of religious belief and practice, people's concepts of religious ideas, and the lack of religious
belief/identity (e.g., atheism), among others.

• Department: Psychology
• W 10:10 a.m.-noon
• Instructor: Larisa H Solomon
  Info
• 4 points

Significant Others

What is the relationship between homoeroticism and homosociality? How does this relationship form conceptions of gender and sexuality in ways that might be historically unfamiliar and culturally or regionally specific? We pursue these questions through the lens of friendship and its relationship to ideas and expressions of desire, love, and loyalty in pre-modern times. We begin by considering the intellectual basis of the modern idea of friendship as a private, personal relationship, and trace it back to earlier times when it was often a public relationship of social and political significance. Some of these relationships were between social equals, while many were unequal forms (like patronage) that could bridge social, political or parochial differences.

Thinking through the relationships and possible distinctions between erotic love, romantic love and amity (love between friends), we will draw on scholarly works from a variety of disciplinary perspectives, particularly philosophy, sociology, political theory, literature, history, and art history. We will attend to friendship’s work in constituting, maintaining and challenging various social and political orders in a variety of Asian contexts (West, Central, South and East Asian), with comparative reference to scholarship on European and East Asian contexts. Primary source materials will include philosophy, religious manuals, autobiographies, popular love stories, heroic epics, mystical poetry, mirror for princes, paintings, material objects of exchange, and architectural monuments, largely from Islamic and Asian contexts.

• Department: Middle Eastern, South Asian and African Studies
• W 4:10 p.m.-6 p.m.
• Instructor: Mana Kia
  CULPA: 2 h-index: 11 Info
• 4 points

RECORDED SOUND

As music moves into the 21st century, we find ourselves surrounded by an ever-evolving landscape of technological capability. The world of music, and the music industry itself, is changing rapidly, and with that change comes the opening – and closing – of doorways of possibility. What does this shift mean for today’s practicing artist or composer? With big label recording studios signing and nurturing fewer and fewer artists, it seems certain that, today, musicians who want to record and distribute their music need to be able to do much of the recording and production work on their own. But where does one go to learn how to do this – to learn not only the “how to” part of music production, but the historical underpinnings and the development of the music production industry as well? How does one develop a comprehensive framework within which they can place their own artistic efforts? How does one learn to understand what they hear, re-create what they like and develop their own style? This class, “Recorded Sound,” aims to be the answer. It’s goal is to teach artists how to listen critically to music from across history and genres in order to identify the production techniques that they hear, and reproduce those elements using modern technology so they can be incorporated into the artist’s own musical works.

• Department: Music
• M 10:10 a.m.-1 p.m.
• Instructor: David Adamcyk
  CULPA: 1 Info
• 3 points

Jews in the Ancient City: Politics and M

This course will examine the experience of Jews in the cities of the eastern Roman Empire, offering a challenge to modern hypotheses of Jewish corporate stability in that setting and contributing to modern discussions of the relations between the Roman state, Greek cities, and Jewish and Christian subjects.

• Department: History
• M 2:10 p.m.-4 p.m.
• Instructor: Seth R Schwartz
  CULPA: 1 Wikipedia Info
• 4 points

Advanced Urdu

ADVANCED URDU

Prerequisites: Two years of prior study in Urdu or one year of Urdu for Heritage Speakers I&II courses at Columbia University, or approval of the professor. This is a one-semester course in advanced Urdu language. It will be taught in the fall semester. The goal of the course is to develop students’ linguistic skills i.e. listening, speaking, reading, writing and cultural skills in Urdu, and give students in-depth exposure to some of the finest works of classical and modern Urdu prose. Special emphasis will be given to developing a high-register vocabulary. Necessary grammar points will also be explained for developing an accurate and nuanced understanding of the Urdu language. After completing this course, students will be able to read and enjoy Urdu classics and critical academic texts related to various disciplines i.e. old tales, short stories, essays, history, satire, criticism, politics, current issues etc. along with effective speaking skills suited to active interaction in the speech community and a more advanced academic discussion for undergraduate and graduate students. Students will develop an in-depth understanding of South Asian society and culture as well. This course will prepare students to take MDES GU4635 Readings in Urdu Literature I.

• Department: Middle Eastern, South Asian and African Studies
• TR 6:10 p.m.-8 p.m.
• Instructor: Aftab Ahmad
  CULPA: 12 Info
• 4 points

FOUCAULT AND THE ARTS

Michel Foucault was a great historian and critic who helped change the ways research and criticism are done today – a new ‘archivist’. At the same time, he was a philosopher. His research and criticism formed part of an attempt to work out a new picture of what it is to think, and think critically, in relation to Knowledge, Power, and Processes of Subjectivization. What was this picture of thought? How did the arts, in particular the visual arts, figure in it? How might they in turn give a new image of Foucault’s kind of critical thinking for us today? In this course, we explore these questions, in the company of Deleuze, Agamben, Rancière and others thinkers and in relation to questions of media, document and archive in the current ‘regime of information’. The Seminar is open to students in all disciplines concerned with these issues.

• Department: Art History and Archaeology
• M 4:10 p.m.-6 p.m.
• Instructor: John Rajchman
  Wikipedia Info
• 4 points

ANATOMY FOR PHYSICISTS & ENGR

ANATOMY FOR PHYSICIST & ENGR

Systemic approach to the study of the human body from a medical imaging point of view: skeletal, respiratory, cardiovascular, digestive, and urinary systems, breast and womens issues, head and neck, and central nervous system. Lectures are reinforced by examples from clinical two- and three-dimensional and functional imaging (CT, MRI, PET, SPECT, U/S, etc.).

• Department: Applied Physics and Applied Mathematics
• TR 4 p.m.-5:20 p.m.
• 3 points

CONVEX OPTIMIZATION FOR ENG

CONVEX OPTIMIZATION ELCT ENG

Theory of convex optimization; numerical algorithms; applications in circuits, communications, control, signal processing and power systems.

• Department: Electrical Engineering
• R 10:10 a.m.-12:40 p.m.
• 3 points

CHILDREN'S RIGHTS ADVOCACY

This course is designed to introduce contemporary children’s rights issues and help students develop practical advocacy skills to protect and promote the rights of children. Students will explore case studies of advocacy campaigns addressing issues including juvenile justice, child labor, child marriage, the use of child soldiers, corporal punishment, migration and child refugees, female genital mutilation, and LBGT issues affecting children. Over the course of the semester, students will become familiar with international children’s rights standards, as well as a variety of advocacy strategies and avenues, including use of the media, litigation, and advocacy with UN, legislative bodies, and the private sector. Written assignments will focus on practical advocacy tools, including advocacy letters, op-eds, submissions to UN mechanisms or treaty bodies, and the development of an overarching advocacy strategy, including the identification of goals and objectives, and appropriate advocacy targets and tactics.

• Department: Institute for Study of Human Rights
• F 2:10 p.m.-4 p.m.
• 3 points

Indigenous Worlds in Early Latin America

This seminar deals with the presence of indigenous peoples in Latin American colonial societies and aims to analyze indigenous responses to conquest and colonization. How did indigenous people see themselves and interact with other groups? What roles did they play in shaping Latin American societies? What spaces were they able to create for themselves? These and similar questions will guide our discussion through the semester. Every week, we will read documents written by the indigenous people themselves, as well as academic studies of their cultures and societies. The course will offer a survey of the main indigenous groups; however, the case studies are by necessity just a selection. The seminar is conceived for students interested in race and ethnic relations and in the mechanisms of colonization and responses to it, as seen through the lenses of Latin America, between the 16th and the 18th centuries.

• Department: History
• R 2:10 p.m.-4 p.m.
• Instructor: Caterina Pizzigoni
  CULPA: 24 Info
• 4 points

Polymer Chemistry for Sustainable Soluti

Polym Chem Sus

This course serves as a guide to the field of macromolecular materials chemistry, with a strong focus on the synthesis and design of polymers for tackling outstanding issues in polymer sustainability. The course will cover fundamental topics in polymerization techniques: step growth, conventional chain growth, ionic, controlled radical polymerizations, and ring opening polymerizations. As this course is primarily intended for engineers, great emphasis is placed on common, practical approaches to polymer synthesis and developing structure-property relationships. Fundamental topics will be expanded on using literature examples to demonstrate their applications in polymer sustainability.

• Department: Chemical Engineering
• MW 11:40 a.m.-12:55 p.m.
• Instructor: Neil D Dolinski
  Info
• 3 points

Introduction to Geographical Information

Introduction to GIS

Geographic information systems (GIS) are powerful tools for analyzing fundamental geographic questions. GIS involves generating, linking, manipulating, and analyzing different sorts of spatial data; creating outputs commonly visualized as two- and sometimes three- dimensional maps. This course will cover major topics in GIS with applications for the broad field of biology and natural sciences, using QGIS and R. The goal of this course is to teach students a level of GIS proficiency such that they will be self-sufficient in their further learning and use of GIS.

• Department: Ecology, Evolution, and Environmental Biology
• W 12:10 p.m.-2 p.m.
• 3 points

THE DIRECTION OF TIME

A survey of the various attempts to reconcile the macroscopic directionality of time with the time-reversibility of the fundamental laws of physics. The second law of thermodynamics and the concept of entropy, statistical mechanics, cosmological problems, the problems of memory, the possibility of multiple time direction.

• Department: Philosophy
• M 6:10 p.m.-8 p.m.
• Instructor: David Albert
  CULPA: 32 Wikipedia h-index: 40 Info
• 3 points

Theory from the South

Typically, a course in social theory or political philosophy might be taught with two different emphases—as intellectual history, or as a theoretical tradition. In the first approach canonical texts are examined in relation to their political, social, economic and cultural contexts. In the second approach “classic” texts are systematically compared to one another to show both similarities and differences in their approach, and to place them in some developmental sequence. In either case, the textual corpus tends to focus on the historical experiences of the North Atlantic as both normative and universal.

Instead, this seminar focuses not merely on the placement of social theory in global contexts but rather, has as its explicit focus texts generated by thinkers who seek to theorize the geohistorical complexities of modern worldmaking through social forms and lifeworlds that stand askew to dominant approaches to the study of capitalist modernity. The South is conceived here as a set of relations and not as a place, less as a geographical location than a heuristic tool that might reorient discussion on fundamental questions about equality and difference, politics and personhood as these have taken shape as world historical questions of our time.

The seminar is particularly interested in the interface between subaltern and minority pasts as these confront material contexts of resource extraction and labor exploitation, and the distinctive manner by which embodied difference intersects social inequality. That is, we will think about the relationship between historical identities and their material substrate. Broadly speaking, the seminar will bring into conversation work generated in the Americas, especially African American scholarship that engages questions of slavery and subjectivity, black vitality, and Afropessimism together with approaches addressing problems of anticolonial politics, postcolonial sovereignty, ideas of Islamic universality, and global Marxisms. That is, we seek to direct the energies of social thought toward questions of translation, alterity, and historical comparison. A broad familiarity with colonial histories, anticolonial thought, and/or with canonical texts of social theory would be helpful, but not necessary.

The seminar will focus on key concepts such as anticolonial thought; racial capitalism, primitive accumulation; caste-race comparison; political aesthetics; and left and right populism. Readings for the seminar will include a mix of r

• Department: Comparative Literature and Society, Institute for
• W 4:10 p.m.-6 p.m.
• Instructor: Anupama Rao
  CULPA: 28 Info
• 4 points

WRITERS ON HISTORY: THOMAS MANN

WRITERS ON HISTORY:THOMAS

This seminar is devoted to examining the work of writers who address the nature and course of history in their imaginative and non-fiction work. This semester we will be exploring the work of Thomas Mann in the context of the First and Second World Wars. This will include his relation to the German “conservative revolution,” the Weimar political experience, and the United States, where he spent several years in exile. We will pay particular attention to his conceptions of modern history as expressed in his novels.

• Department: History
• R 2:10 p.m.-4 p.m.
• Instructor: Mark Lilla
  CULPA: 57 Wikipedia Info
• 4 points

PRINCIPLES OF GENOMIC TECHNOL

Chemical and physical aspects of genome structure and organization, genetic information flow from DNA to RNA to Protein. Nucleic acid hybridization and sequence complexity of DNA and RNA. Genome mapping and sequencing methods. The engineering of DNA polymerase for DNA sequencing and polymerase chain reaction. Fluorescent DNA sequencing and high-throughput DNA sequencer development. Construction of gene chip and micro array for gene expression analysis. Technology and biochemical approach for functional genomics analysis. Gene discovery and genetics database search method. The application of genetic database for new therapeutics discovery.

• Department: Chemical Engineering
• M 5:40 p.m.-8:25 p.m.
• Instructor: Jingyue Ju
  h-index: 77 Info
• 3 points

MATH & STATS FOR POLI SCI

This course presents basic mathematical and statistical concepts that are essential for formal and quantitative analysis in political science research. It prepares students for the graduate-level sequence on formal models and quantitative political methodology offered in the department. The first half of the course will cover basic mathematics, such as calculus and linear algebra. The second half of the course will focus on probability theory and statistics. We will rigorously cover the topics that are directly relevant to formal and quantitative analysis in political science such that students can build both intuitions and technical skills. There is no prerequisite since this course is ordinarily taken by Ph.D. students in their first semester. The course is aimed for both students with little exposure to mathematics and those who have taken some courses but wish to gain a more solid foundation.

NOTE: This course does not satisfy the Political Science Major/Concentration research methods requirement.

• Department: Political Science
• Instructor: Benjamin K Goodrich
  Info
• 4 points

ARTIFICIAL INTELLIGENCE

Prior knowledge of Python is recommended. 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.

• Department: Computer Science
• TR 10:10 a.m.-11:25 a.m.
• TR 11:40 a.m.-12:55 p.m.
• Instructor: Ansaf Salleb-Aouissi
  CULPA: 21 h-index: 16 Info
• 3 points

MATH & STATS FOR POLI SCI-DISC

This is the required discussion section for 
POLS GU4700.

• Department: Political Science
• 0 points

PHOTO BOOK

This class has no prerequisites, however those who have taken Intro Darkroom or Intro Digital will find additional linkages. You will have access to Adobe Creative Cloud, Printing, and Camera equipment during the semester. Your final project will be exhibited at the End of Semester Visual Arts Show.

 

This course will explore the photobook as a central medium of contemporary lens-based practice. Students are exposed to a variety of approaches and viewpoints through historical lectures, class trips, and presentations by guest photographers, curators, critics, editors, graphic designers, etc. Each student will propose, develop, and produce editioned books during this course. Over the last decade, a significant change in the circulation of the photographic image has been the rise of the “photo book” as designed art object. Artists such as Dayanita Singh in India, publishers such as Steidl and Taschen, organizations such as Penumbra and Aperture, and events such as Paris Photo and NY Art Book Fair have all entered this vibrant space. At the same time, novelists such as Teju Cole and photographers such as Gauri Gill produce books that weave text and image in a new way. This course requires reading, research, photography, and book design culminating in an end of semester show.

• Department: Visual Arts
• MW 10:10 a.m.-12:40 p.m.
• Instructor: Delphine A Fawundu
  Wikipedia Info
• 3 points

NATURAL LANGUAGE PROCESSING

Computational approaches to the analysis, understanding, and generation of natural language text at scale. Emphasis on machine learning techniques for NLP, including deep learning and large language models. Applications may include information extraction, sentiment analysis, question answering, summarization, machine translation, and conversational AI. Discussion of datasets, benchmarking and evaluation, interpretability, and ethical considerations.
Due to significant overlap in content, only one of COMS 4705 or Barnard COMS 3705BC may be taken for credit.

• Department: Computer Science
• MW 2:40 p.m.-3:55 p.m.
• Instructor: John Hewitt
  Info
• 3 points

RAD INSTRUMENT/MEASUREMENT LAB

Lab fee: $50. Theory and use of alpha, beta, gamma, and X-ray detectors and associated electronics for counting, energy spectroscopy, and dosimetry; radiation safety; counting statistics and error propagation; mechanisms of radiation emission and interaction. (Topic coverage may be revised.)

• Department: Applied Physics and Applied Mathematics
• T 1 p.m.-3 p.m.
• 3 points

ADVANCED PERSIAN I

While helping students advance their levels of oral and written expression, this course focuses on literature of the modern and medieval periods, with particular emphasis on the development of the modern novella and traditional and new forms of poetry. In addition to literature, students are introduced to a wide variety of genres from political and cultural essays and blogs to newspaper translations of the early 20th century. They will be further exposed to ta´rof in reference to a wide variety of socio-cultural contexts and be expected to use ta´rof in class conversations. Students will be exposed to popular artists and their works and satirical websites for insight into contemporary Iranian culture and politics. No P/D/F or R credit is allowed for this class.

• Department: Middle Eastern, South Asian and African Studies
• MW 2:10 p.m.-4 p.m.
• Instructor: Saeed Honarmand
  Info
• 3 points

MORPHOGENESIS:BIOL MAT SHP/STR

Introduction to how shape and structure are generated in biological materials using engineering approach emphasizing application of fundamental physical concepts to a diverse set of problems. Mechanisms of pattern formation, self-assembly, and self-organization in biological materials, including intracellular structures, cells, tissues, and developing embryos. Structure, mechanical properties, and dynamic behavior of these materials. Discussion of experimental approaches and modeling. Course uses textbook materials as well as collection of research papers.

• Department: Mechanical Engineering
• R 1:10 p.m.-3:40 p.m.
• 3 points

PRINC OF QUANT POL RESEARCH 1

This course examines the basic methods of data analysis and statistics, through multivariate regression analysis, that political scientists use in quantitative research that attempts to make causal inferences about how the political world works. The same methods apply to other kinds of problems about cause and effect relationships more generally. The course will provide students with extensive experience in analyzing data and in writing (and thus reading) research papers about testable theories and hypotheses.

• Department: Political Science
• Instructor: Robert Y Shapiro
  CULPA: 4 Wikipedia Info
• 4 points

PRINC OF QUANT POL RESEARCH 1-DISC

PRINC OF QUANT POL RES 1-

This is the required discussion section for 
POLS GU4710.

• Department: Political Science
• 0 points

ORIENTALISM/HIST OF OTHER

This course will examine some of the problems inherent in Western historical writing on non-European cultures, as well as broad questions of what itmeans to write history across cultures. The course will touch on therelationship between knowledge and power, given that much of the knowledge we will be considering was produced at a time of the expansion of Western power over the rest of the world. By comparing some of the others which European historians constructed in the different non-western societies they depicted, and the ways other societies dealt with alterity and self, we may be able to derive a better sense of how the Western sense of self was constructed. Group(s): C Field(s): ME

• Department: History
• W 4:10 p.m.-6 p.m.
• Instructor: Marwa Elshakry
  CULPA: 2 Info
• 4 points

Topics in Moral Psychology

Intensive study of a particular topic in Moral Psychology.

• Department: Philosophy @Barnard
• W 4:10 p.m.-6 p.m.
• Instructor: Francey Russell
  CULPA: 2 Info
• 3 points

Machine Learning for Signals, Informatio

ML FOR SIG, INF

• Department: Electrical Engineering
• W 10:10 a.m.-12:40 p.m.
• Instructor: John W Paisley
  CULPA: 1 Info
• 3 points

QUANT METH 1 APPL REG CAUS INF

Fitting and understanding linear regression and generalized linear models, simulation, causal inference, and the basics of design of quantitative studies. Computation in R. Textbook: Regression and Other Stories by Gelman, Hill, and Vehtari.

• Department: Political Science
• Instructor: Andrew Gelman
  CULPA: 6 Wikipedia h-index: 112 Info
• 4 points

QUANTITATIVE METHODS 1 DISCUSSION

QUANT METH 1 DISCUSSION

This is the required discussion section for 
POLS GU4720.

• Department: Political Science
• 0 points

Medieval Art, Craft, Science

This bridge seminar investigates the history of science through the study of artworks and monuments and the materials and techniques of their manufacture. Because the course’s method hinges on the marriage of theory and practice, in addition to discussions in the seminar room, several sessions will take the form of workshops with artisans and conservators (e.g. stonemasons, illuminators, gardeners), or “laboratory meetings” where students will conduct their own hands-on experiments with materials as part of Professor Pamela Smith’s
Making and Knowing
Project. Topics to be explored include but are not limited to: metallurgy and cosmogeny, paint pigments and pharmacology, microarchitecture and agriculture, masonry and geology, manuscripts and husbandry, and gynecology and Mariology. Discussion and lab experiments enhanced thanks to the service and experience of Naomi Rosenkranz, Associate Director, The Center for Science and Society, The Making and Knowing Project.

• Department: Art History and Archaeology
• W 10:10 a.m.-noon
• Instructor: Gregory Bryda
  CULPA: 7 h-index: 1 Info
• 4 points

QUANT METH 3 EXPERIMENTAL METH

In this course, we will discuss the logic of experimentation, its strengths and weaknesses compared to other methodologies, and the ways in which experimentation has been — and could be — used to investigate social phenomena. Students will learn how to interpret, design, and execute experiments. Special attention will be devoted to field experiments, or randomized trials conducted in real-world settings.
 

Prerequisites: Students should have taken at least one or two semesters of statistics. Some understanding of probability, hypothesis testing, and regression are assumed. Familiarity with statistical software such as R is helpful. We will be working with data in class throughout the term. The examples used in the textbook and lectures are written in R, and R tutorials will be taught in special sessions early in the term.

• Department: Political Science
• Instructor: Donald P Green
  CULPA: 2 h-index: 87 Info
• 4 points

Global Latin America

Within the Global North social-science mainstream, Latin America (like other parts of the Global South) has often been conceptualized as a region of analytical interest due to its complex
internal
dynamics (relating, for example, to recurring authoritarian rule, democratization, transitional justice, “modernization” and economic development, and social mobilization). Yet until recently, these have infrequently been conceptualized as
global
processes in which Latin America plays a substantive role. To be sure, various
external
forces—namely, colonialism, imperialism, interventionism, and their legacies—are of course widely understood to have shaped Latin American in myriad ways. However, the notions that Latin America exercises agency (or at least matters) in world affairs, is more than a generally passive recipient of global flows, and is meaningfully connected to other regions (including through migratory, political, economic, and cultural linkages), have only recently begun to resonate within the Northern academy.   

In contrast to the “methodological nationalism” (or “regionalism”) that has long characterized outside analysis of Latin America, this course foregrounds the region’s global embeddedness and world-making potential—as a protagonist in the generation, adaptation, and diffusion of diverse border-crossing flows, frameworks, and imaginaries. These include: global discourses concerning modernity, postmodernity, liberalism, and postcolonialism; global understandings of race, class, gender, and the intersections between them; global policy frameworks related to human rights, democracy, and economic development; historical and contemporary globalizing relations with distant parts of the world, including the Middle East and Asia; and global alternatives to a world order based on exclusion, extractivism, and environmental degradation.     

Throughout, we will highlight the agency of state and non-state actors throughout “Latin America”—itself a homogenizing, Eurocentric label imposed from the outside—as constitutive forces in creating the world that we all inhabit, contributing to the problems that confront us, and helping to generate solutions. To do so, we will engage with a series of texts and materials produced by diversely situated interdisciplinary scholars, writers, artists, and political figures—many of them based in Latin America, an

• Department: Committee on Global Thought
• W 10:10 a.m.-noon
• Instructor: Kevin Funk
  h-index: 6 Info
• 4 points

Therapeutic Systems Design: Biomolecules

Povides a unique opportunity to explore the intersection of immunology and engineering, focusing on how these fields come together to drive innovations in biotechnology. Students will gain an understanding of the immune system and its components, along with emerging technologies in immunoengineering, such as vaccine design, immunotherapies, and advanced drug delivery systems. In addition to covering principles of modern molecular and cellular biology, the course emphasizes the practical application of engineering skills to analyze the immune system and create new therapeutic tools. Designed to prepare students for multidisciplinary collaboration, the course equips future engineers with the knowledge and skills needed to develop cutting-edge solutions in immunotherapy and beyond.

• Department: Chemical Engineering
• F 10:10 a.m.-12:55 p.m.
• Instructor: Asher Williams
  Info
• 3 points

QUANTITATIVE METHODS 3: DISCUSSION

QUANT METH 3-DISC

This is the required discussion section for 
POLS GU4724.

• Department: Political Science
• 0 points

Machine Learning & AI for the Social Sci

Machine Learning & AI Soc

This course serves as a modern, applied introduction to machine learning. Students will learn how to evaluate machine learning models and learn specific methods in supervised and unsupervised learning, including regression, ensembles, and neural networks. Other frontier topics with social science relevance will be presented. Topics will be of interest to researchers who are interested in prediction, causal inference, text analysis, and more. Students may use Python, R, or any coding
language that requires only free software. Lectures and lecture notes will only include Python. Students should have prior experience with regression models, be comfortable with matrix algebra notation, and have experience with basic coding (R or Python, ideally).

Learning goals:
• Understand common machine learning models and be able to implement them.
• Gain familiarity with the use of machine learning models in modern social science research.
• Be able to identify research settings where different models might be appropriate.
• Be able to read and interpret technical research papers, extracting the key methodological
choices, assumptions, and results.

• Department: Political Science
• Instructor: Alexander Clark
  Info
• 4 points

Machine Learning & AI for Social Science

Mach Lrng & AI for Soc Sc

Discussion section for POLS GU4728

• Department: Political Science
• 0 points

Science and Technology in Chinese Media

Science& Tech in Chinese

Covering a period from the late 19th century to the present, this class explores how ideas and practices in science and technology have historically entered popular imagination, social organization and political contestation, as they become mediated by various media forms and technologies such as photography, cinema, novels, television, video, internet platforms and data algorithms. In particular, we focus on how science and technology have shaped our understandings of the human body, and impacted on the various bodily experiences, from perception, cognition, to emotion and connection with others in the environment. This class helps students read media artefacts in a historically grounded and conceptually generative way, understanding media artefacts as historically conditioned, yet offering us resources for envisioning the future.

• Department: East Asian Languages and Cultures
• M 4:10 p.m.-6 p.m.
• Instructor: Ying Qian
  CULPA: 2 Info
• 4 points

Computer Vision I: First Principles

Introductory course in computer vision. Topics include image formation and optics, image sensing, binary images, image processing and filtering, edge extraction and boundary detection, region growing and segmentation, pattern classification methods, brightness and reflectance, shape from shading and photometric stereo, texture, binocular stereo, optical flow and motion, 2D and 3D object representation, object recognition, vision systems and applications.

• Department: Computer Science
• MW 10:10 a.m.-11:25 a.m.
• Instructor: Shree K Nayar
  CULPA: 12 Wikipedia Info
• 3 points

RESEARCH TOPICS IN GAME THEORY

Prerequisites: POLS W4730 or the instructors permission. Advanced topics in game theory will cover the study of repeated games, games of incomplete information and principal-agent models with applications in the fields of voting, bargaining, lobbying and violent conflict. Results from the study of social choice theory, mechanism design and auction theory will also be treated. The course will concentrate on mathematical techniques for constructing and solving games. Students will be required to develop a topic relating political science and game theory and to write a formal research paper.

• Department: Political Science
• Instructor: Carlo Prato
  h-index: 11 Info
• 4 points

COMPUTATIONAL ASPECTS OF ROBOTICS

COMPUTATNL ASPECTS OF ROB

Introduction to fundamental problems and algorithms in robotics. Topics include configuration spaces, motion and sensor models, search and sampling-based planning, state estimation, localization and mapping, perception, and learning.

• Department: Computer Science
• MW 1:10 p.m.-2:25 p.m.
• Instructor: Yunzhu Li
  Info
• 3 points

TOPICS GAME THEORY - DISC

• Department: Political Science
• 0 points

SOUND AND HEARING

Introductory acoustics, basics of waves and discrete mechanical systems. The mechanics of hearing - how sound is transmitted through the external and middle ear to the inner ear, and the mechanical processing of sound within the inner ear.

• Department: Biomedical Engineering
• M 4:10 p.m.-6:40 p.m.
• Instructor: Elizabeth Olson
  h-index: 28 Info
• 3 points

Heterogeneous Computing for Signal and D

HETEROGENEOUS COMPUTING

Methods for deploying signal and data processing algorithms on contemporary general purpose graphics processing units (GPGPUs) and heterogeneous computing infrastructures. Using programming languages such as OpenCL and CUDA for computational speedup in audio, image and video processing and computational data analysis. Significant design project.

• Department: Electrical Engineering
• R 1:10 p.m.-3:40 p.m.
• Instructor: Zoran Kostic
  CULPA: 1 h-index: 24 Info
• 3 points

Machine Learning for Functional Genomics

ML for Functional Genomic

This course will introduce modern probabilistic machine learning methods using applications in data analysis tasks from functional genomics, where massively-parallel sequencing is used  to measure the state of cells: e.g. what genes are being expressed, what regions of DNA (“chromatin”) are active (“open”) or bound by specific proteins.

• Department: Computer Science
• F 1:10 p.m.-3:40 p.m.
• Instructor: David A Knowles
  h-index: 35 Info
• 3 points

POLITICS IN THE LAB

The purpose of this course is to give students the chance to write an original research paper applying the methodology of lab experiments to political science questions. Experiments have become a standard tool in testing and refining theories, but designing and interpreting economic experiments requires care and practice.

• Department: Political Science
• Instructor: Alessandra Casella
  CULPA: 8 Wikipedia h-index: 30 Info
• 4 points

Artificial Intelligence of Things (AIoT)

IoT - INTELLIG & CONNECTED SYS

Artificial Intelligence of Things (AIoT), Internet of Things (IoT), and Cyber-Physical Systems (CPS). Embedded and mobile platforms. Embedded programming. Sensors, actuators, and interfaces. Wireless networking, web services, and databases. Edge and cloud computing. Large language models (LLMs) for AIoT. Time-series data visualization and analytics. Group projects to build end-to-end AIoT systems and applications.

• Department: Electrical Engineering
• MW 2:40 p.m.-3:55 p.m.
• Instructor: Xiaofan Jiang
  h-index: 24 Info
• 3 points

MACHINE LEARNING

Basic statistical principles and algorithmic paradigms of supervised machine learning.

Prerequisites: 
Multivariable calculus (e.g. MATH1201 or MATH1205 or APMA2000), linear algebra (e.g. COMS3251 or MATH2010 or MATH2015), probability (e.g. STAT1201 or STAT4001 or IEOR3658 or MATH2015), discrete math (COMS3203), and general mathematical maturity. Programming and algorithm analysis (e.g. COMS 3134). COMS 3770 is recommended for students who wish to refresh their math background.

• Department: Computer Science
• TR 1:10 p.m.-2:25 p.m.
• TR 2:40 p.m.-3:55 p.m.
• Instructor: Nakul Verma
  CULPA: 10 h-index: 16 Info
• 3 points

Machine Learning Theory

Theoretical study of algorithms for machine learning and high-dimensional data analysis. Topics include high-dimensional probability, theory of generalization and statistical learning, online learning and optimization, spectral analysis

• Department: Computer Science
• TR 1:10 p.m.-2:25 p.m.
• Instructor: Daniel Hsu
  CULPA: 6 h-index: 44 Info
• 3 points