TOPICS IN COMPUTER SCIENCE
MACHINE LEARNING SECURITY
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
- Department: Computer Science
- F 12:10 p.m.-2 p.m.
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Instructor:
Suman Jana
h-index: 33 Info - 3 points
TOPICS IN COMPUTER SCIENCE
THRY ML INTERACT DECISION
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
- Department: Computer Science
- TR 1:10 p.m.-2:25 p.m.
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Instructor:
Adam B Block
Info - 3 points
TOPICS IN COMPUTER SCIENCE
AI FOR SOFTWARE SECURITY
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
- Department: Computer Science
- TR 5:40 p.m.-6:55 p.m.
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Instructor:
Zhuo Zhang
Info - 3 points
TOPICS IN COMPUTER SCIENCE
CAUSAL INFERENCE FOR DATA SCI
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
- Department: Computer Science
- W 7:05 p.m.-9:35 p.m.
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Instructor:
Adam Kelleher
Info - 3 points
TOPICS IN COMPUTER SCIENCE
APPLIED MACHINE LEARNING
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
- Department: Computer Science
- M 4:10 p.m.-6:40 p.m.
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Instructor:
Spencer Luo
Info - 3 points
TOPICS IN COMPUTER SCIENCE
APPLIED DEEP LEARNING
Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.
- Department: Computer Science
- R 7 p.m.-9:30 p.m.
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Instructor:
Andrei A Simion
Info - 3 points
PHYSICAL COMPUTATION
- Department: Architecture, Planning and Preservation
- R 11 a.m.-1 p.m.
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Instructor:
Daniel Leithinger
Info - 3 points
RESEARCH COURSE
Prerequisites: the director of undergraduate studies permission. Provides students with the experience of participating in the research process by matching them to a faculty mentor who will put them to work on one of his or her current research projects. A list of available research positions is distributed each semester on the major listserv.
- Department: Economics
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Instructor:
Susan M Elmes
CULPA: 44
Info
- 1-2 points
INDEPENDENT STUDY-GRADUATE
- Department: African American and African Diaspora
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Instructor:
Brandi Summers
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Instructor:
Jafari S Allen
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Instructor:
Farah Griffin
CULPA: 10
Wikipedia
Info
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Instructor:
Frank Guridy
CULPA: 2 Wikipedia Info -
Instructor:
Nyle Fort
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Instructor:
Rachel Grace Newman
Info - 1-4 points
INTERMEDIATE PROJECTS
May be repeated for credit, but no more than 3 total points may be used for degree credit. Substantial independent project involving laboratory work, computer programming, analytical investigation, or engineering design.
- Department: Electrical Engineering
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Instructor:
Dimitris Anastassiou
Wikipedia Info -
Instructor:
Keren Bergman
CULPA: 1 Wikipedia h-index: 69 Info -
Instructor:
Javad Ghaderi
h-index: 17 Info -
Instructor:
Christine P Hendon
Wikipedia h-index: 21 Info -
Instructor:
Predrag R Jelenkovic
CULPA: 1 h-index: 35 Info -
Instructor:
Xiaofan Jiang
h-index: 24 Info -
Instructor:
Ethan Katz-Bassett
h-index: 31 Info -
Instructor:
Dion Khodagholy Araghy
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Instructor:
Peter Kinget
CULPA: 1 h-index: 47 Info -
Instructor:
Zoran Kostic
CULPA: 1 h-index: 24 Info -
Instructor:
Harish Krishnaswamy
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Instructor:
Ioannis Kymissis
CULPA: 4 h-index: 48 Info -
Instructor:
Aurel A Lazar
h-index: 53 Info -
Instructor:
Michal Lipson
CULPA: 1 Wikipedia h-index: 114 Info -
Instructor:
Nima Mesgarani
h-index: 35 Info -
Instructor:
Debasis Mitra
Wikipedia h-index: 61 Info -
Instructor:
John W Paisley
CULPA: 1 Info -
Instructor:
Matthias Preindl
h-index: 26 Info -
Instructor:
Mingoo Seok
h-index: 31 Info -
Instructor:
Kenneth Shepard
CULPA: 2 Wikipedia h-index: 64 Info -
Instructor:
Tanvir Ahmed Khan
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Instructor:
Yannis P Tsividis
CULPA: 4
Wikipedia
Info
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Instructor:
David G Vallancourt
CULPA: 28
Info
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Instructor:
Wen I Wang
CULPA: 1 Info -
Instructor:
Xiaodong Wang
CULPA: 15 Info -
Instructor:
John Wright
CULPA: 1 h-index: 44 Info -
Instructor:
Charles A Zukowski
CULPA: 5
Wikipedia
Info
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Instructor:
Gil Zussman
CULPA: 3
h-index: 39
Info
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Instructor:
Savannah Eisner
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Instructor:
Homayoon Beigi
Info - 0-3 points
INDEPENDENT STUDY
- Department: French
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Instructor:
Pierre Force
CULPA: 12 h-index: 11 Info - 3 points
MANAG TECH INNOV & ENTREPRENEURSHIP
MANAGING TECH INNOVATION
A required course for undergraduate students majoring in OR:EMS. Focus on the management and consequences of technology-based innovation. Explores how new industries are created, how existing industries can be transformed by new technologies, the linkages between technological development and the creation of wealth and the management challenges of pursuing strategic innovation.
- Department: Industrial Engineering and Operations Research
- M 7 p.m.-9:30 p.m.
- 3 points
MS PROJECTS IN MECH ENGINEER
MS PROJECTS IN MECH ENGINEERIN
Master's level independent project involving theoretical, computational, experimental, or engineering design work. May be repeated, subject to Master's Program guidelines. Students must submit both a project outline prior to registration and a final project write-up at the end of the semester.
- Department: Mechanical Engineering
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Instructor:
Gerard A Ateshian
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Instructor:
Arvind Narayanaswamy
CULPA: 9
h-index: 26
Info
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Instructor:
Vijay Vedula
h-index: 17 Info -
Instructor:
James Hone
CULPA: 11
h-index: 124
Info
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Instructor:
Kristin Myers
CULPA: 3
h-index: 25
Info
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Instructor:
Jeffrey W Kysar
CULPA: 9
h-index: 37
Info
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Instructor:
Vijay Modi
CULPA: 3
h-index: 40
Info
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Instructor:
P J Schuck
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Instructor:
Qiao Lin
h-index: 41 Info -
Instructor:
Matei T Ciocarlie
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Instructor:
Michael J Massimino
Wikipedia Info -
Instructor:
Michael Burke
h-index: 22 Info -
Instructor:
Sunil Agrawal
Wikipedia h-index: 65 Info -
Instructor:
Sinisa Vukelic
CULPA: 2 h-index: 11 Info -
Instructor:
Bianca N Howard
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Instructor:
Harry West
CULPA: 1 h-index: 1 Info -
Instructor:
Yevgeniy Yesilevskiy
h-index: 7 Info -
Instructor:
Hod Lipson
Wikipedia h-index: 79 Info -
Instructor:
Karen Kasza
h-index: 17 Info - 1-3 points
MS PROJECTS IN MECH ENGINEER
Master's level independent project involving theoretical, computational, experimental, or engineering design work. May be repeated, subject to Master's Program guidelines. Students must submit both a project outline prior to registration and a final project write-up at the end of the semester.
- Department: Mechanical Engineering
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Instructor:
Mary Boyce
Info - 1-3 points
MS PROJECTS IN MECH ENGINEER
MS PROJECTS IN MECH ENGINEERIN
Master's level independent project involving theoretical, computational, experimental, or engineering design work. May be repeated, subject to Master's Program guidelines. Students must submit both a project outline prior to registration and a final project write-up at the end of the semester.
- Department: Mechanical Engineering
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Instructor:
Homayoon Beigi
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Instructor:
Chaoqun Dong
Info - 1-3 points
MS PROJECTS IN MECH ENGINEER
Master's level independent project involving theoretical, computational, experimental, or engineering design work. May be repeated, subject to Master's Program guidelines. Students must submit both a project outline prior to registration and a final project write-up at the end of the semester.
- Department: Mechanical Engineering
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Instructor:
Adrian Buganza Tepole
Info - 1-3 points
MS PROJECTS IN MECH ENGINEER
MS PROJECTS IN MECH ENGINEERIN
Master's level independent project involving theoretical, computational, experimental, or engineering design work. May be repeated, subject to Master's Program guidelines. Students must submit both a project outline prior to registration and a final project write-up at the end of the semester.
- Department: Mechanical Engineering
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Instructor:
Anthony Genova
Info - 1-3 points
SUPERVISED INDEPENDENT STUDY
- Department: Music
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Instructor:
Seth Cluett
h-index: 4 Info - 1-3 points
SUPERVISED INTERNSHIP
Only for masters students in the Department of Applied Physics and Applied Mathematics who may need relevant work experience a part of their program of study. Final report required. May not be taken for pass/fail or audited.
SUPERVISED INTERNSHIP
SUPERVISED INTERSHIP
Only for masters students in the Department of Applied Physics and Applied Mathematics who may need relevant work experience a part of their program of study. Final report required. May not be taken for pass/fail or audited.
- Department: Applied Physics and Applied Mathematics
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Instructor:
Klaus A Hamacher
Info - 1-3 points
FIELDWORK
Only for BMEN graduate students who need relevant work experience as part of their program of study. Final reports required. May not be taken for pass/fail credit or audited.
- Department: Biomedical Engineering
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Instructor:
Clark T Hung
CULPA: 5 h-index: 65 Info - 1-2 points
FIELDWORK
May be repeated for credit, but no more than 3 total points may be used for degree credit. Only for Civil Engineering and Engineering Mechanics graduate students who include relevant off-campus work experience as part of their approved program of study. Final report and letter of evaluation required. May not be taken for pass/fail credit or audited.
- Department: Civil Engineering and Engineering Mechanics
- 1-2 points
SENIOR HONORS THESIS WORKSHOP
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 and the director of the departmental honors programs permission. Students must have a minimum GPA of 3.7 in all required major courses, including calculus and statistics, prior to enrollment. The honors thesis seminar is a year-long course, beginning in the fall semester and ending in the spring semester. Students who have been approved to enter the workshop will be registered for both semesters by the department during the first two weeks of classes; 3 points are earned per semester. This workshop may only be taken by students applying for departmental honors, and it also fulfills the economics seminar requirement for the economics major and all joint majors. Students must see the director during mid-semester registration in the spring to discuss their proposed thesis topic, at which time they will be matched with appropriate faculty who will act as their thesis adviser. Students will meet their adviser over the course of the year at mutually agreed upon times. A rough draft of the thesis will be due during the first week of February in the spring semester, and the final draft will be due three weeks before the last day of classes. Please note that for those joint majors that require two seminars, one in economics and one in the other discipline (i.e. Political Science), the economics senior honors thesis seminar only fulfills the economics seminar requirement.
- Department: Economics
- R 4:10 p.m.-6 p.m.
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Instructor:
Lena Edlund
CULPA: 8 Info - 3 points
SUPERVISED INDIVIDUAL RESEARCH
- Department: Graduate School of Arts and Sciences
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Instructor:
Ralph Ghoche
CULPA: 1 h-index: 2 Info -
Instructor:
Shourideh Molavi
Info -
Instructor:
Kathryn Spellman Poots
Info - 4 points
SUPERVISED INDIVIDUAL RESEARCH
- Department: Institute for Israel & Jewish Studies
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Instructor:
Isabelle C Levy
CULPA: 5
Info
- 1-4 points
WORKPLACE COMMUNICATION IN ENGLISH
WORKPLACE COMM IN ENGLISH
English communication proficiency is important for academic achievement and career success. Columbia Engineering provides English communication instruction for students who would like to improve their communication skills in English. In a small group setting (15-20 students), enrollees will obtain opportunities to interact with the instructor and fellow classmates to improve communication skills.
- Department: Engineering
- T 10 a.m.-11:40 a.m.
- R 3 p.m.-4:40 p.m.
- S 10:20 a.m.-noon
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Instructor:
Hyoseon Lee
Info - 0 points
ORIENTATION
This course is a no-credit class designed to start providing critical material to incoming QMSS students overthe summer to help prepare them for the coding demands of the program. We will post links, exercises andresources for students to work on before they start their classes in the Fall of 2018.
- Department: Quantitative Methods/Social Sciences
- 0 points
CURATORIAL COLLOQUIUM
The Curatorial Colloquium is taken in the second semester of study and is required for the completion of the M.A. in Modern Art: Critical and Curatorial Studies. The course introduces students to the history, theory and practice of object collection and display as well as to exhibitions such as Documenta and the various international biennials. The course is designed to allow for guest presentations on particular issues by curators and museum professionals, just as it draws on the expertise and participation of Columbia faculty. The aim is to develop students critical thinking and for them to learn directly from leading practitioners in the exhibition and display of modern and contemporary art. In addition to department faculty, curators from MoMA, the Whitney, the International Center for Photography, and other institutions regularly participate in the colloquium.
- Department: Art History and Archaeology
- R 2:10 p.m.-4 p.m.
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Instructor:
Janet L Kraynak
Info - 4 points
CHINESE LINGUISTICS & PEDAGOGY
This course describes the morphological, syntactic and phonological structures of Chinese language within the framework of the functional grammar. The focus is placed on the “mapping” of linguistic forms and their semantic and pragmatic functions. Pedagogical suggestions on how to teach these structures are also provided.
Prerequisites: CHNS G5000x. This course is designed for graduate students who have successfully passed Course I (G5000) and who are permitted by the Department to take this course, which entails working as a teaching assistant in the Chinese language program. In addition to coordinating closely with his or her mentors and the course coordinator, the student TA has to design and teach first year drill sessions, team-teach with his or her mentors, and do other teaching-related assignments.
- Department: East Asian Languages and Cultures
- MWR 2:10 p.m.-3 p.m.
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Instructor:
Lening Liu
CULPA: 9 Info - 3 points
METHODS IN AMERICAN STUDIES
Conceived in the 1920’s and 1930’s, American Studies sought to make a synoptic account of the “national character.” Since the 1960’s, the field has turned towards a focus on various forms of inequality as the dark side of American exceptionalism. This course surveys the development of the field’s current preoccupations, covering a range of periods, regions, groups, and cultural practices that present productive problems for generalizations about U.S. identity. We begin with the first academic movement in American Studies, the myth and symbol school—and think through its growth in the context of post-WWII funding for higher education. We then move on to a series of debates centered at intersections of race, ethnicity, gender, and sexuality. We’ll close by examining the historical background of protest movements built around the identitarian concerns about rape culture and mass incarceration.
- Department: Ethnicity and Race, Center for
- M 2:10 p.m.-4 p.m.
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Instructor:
Matthew Sandler
CULPA: 1 Info - 4 points
PROFESSIONAL PRESENTATION
- Department: Engineering
- MTWRF 2 p.m.-3:40 p.m.
- T 1 p.m.-2:40 p.m.
- W 1 p.m.-2:40 p.m.
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Instructor:
Hyoseon Lee
Info - 0 points
RES SKILLS/MTHDS-INT/WRLD HIST
In the first semester a series of workshops will introduce the field of international history and various research skills and methods such as conceptualization of research projects and use of oral sources. The fall sessions will also show the digital resources available at Columbia and how students can deploy them in their individual projects. In the second semester students will apply the skills acquired in the fall as they develop their proposal for the Masters thesis, which is to be completed next year at the LSE. The proposal identifies a significant historical question, the relevant primary and secondary sources, an appropriate methodology, what preliminary research has been done and what remains to be done. Students will present their work-in-progress.
- Department: History
- F 12:10 p.m.-2 p.m.
- 3 points
THEORY AND METHODS II
The main purpose of this course is to acquaint students with different theories and methodological approaches to reading and interpretation of texts. This course may not be taken as Pass/D/Fail.
- Department: Middle Eastern, South Asian and African Studies
- W 4:10 p.m.-6 p.m.
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Instructor:
Sudipta Kaviraj
Wikipedia Info - 4 points
Political Violence in 20C. Europe
Political Violence 20C Eu
In the twentieth century, Europe became a site of extreme and extensive forms of political violence. This course will explore the main typologies of violence––driven by political motives and exerted by state and non-state actors––that emerged in that period, from both a historical and a theoretical point of view. The main goal of the course is to think critically about a set of substantive questions such as how people transformed political adversaries into enemies to be physically harmed; why some conflicts resulted in the killing of massive numbers of civilians; what were the social consequences of violence; and whether it is possible to observe patterns to violence’s occurrence in modern Europe.
The course proposes a multi-disciplinary approach that bridges History, Political Science, Sociology, and other fields of study that investigate this phenomenon. The course will locate political violence within its specific historical, geographical, and cultural contexts; shed light on the dynamics of radicalization, escalation, and de-escalation; and examine perpetrators’ individual as well as collective experiences. In addition to interpretative frameworks, the course will discuss a number of empirical cases, including the Armenian genocide in Turkey, paramilitarism in Italy, the civil war in Spain, and terrorism in Ireland and Germany.
- Department: Modern European Studies
- W 12:10 p.m.-2 p.m.
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Instructor:
Luca Falciola
Info - 4 points
INTRODUCTION TO FINANCE
Students will be introduced to the fundamental financial issues of the modern corporation. By the end of this course, students will understand the basic concepts of financial planning, managing growth; debt and equity sources of financing and valuation; capital budgeting methods; and risk analysis, cost of capital, and the process of securities issuance.
- Department: Enterprise Risk Management
- R 6:10 p.m.-8 p.m.
- M 8:10 p.m.-10 p.m.
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Instructor:
Eleni Vrana
Info -
Instructor:
Stephen Hurley
Info - 3 points