This course introduces the fundamental concepts and problems of international human rights law. What are the origins of modern human rights law? What is the substance of this law, who is obligated by it, and how is it enforced? The course will cover the major international human rights treaties and mechanisms and consider some of today's most significant human rights issues and controversies. While the topics are necessarily law-related, the course will assume no prior exposure to legal studies.
Prerequisites:
ECON G6211
and
G6215
.
G6806
is the second of two courses in the Public Economics sequence. The first course focused on issues related to taxation and redistribution. This course focuses on the role of the government in enhancing economic efficiency. In particular, it covers topics related to externalities (e.g., pollution), public good provision, and social insurance and social security. The course will combine applied theory (including behavioral models) and empirical work (including applications from developing countries), with a special emphasis on recent research in the field.
Prerequisites: (ELEN E4810) or instructor's permission.
Fundamentals of digital speech processing and audio signals. Acoustic and perceptual basics of audio. Short-time Fourier analysis. Analysis and filterbank models. Speech and audio coding, compression, and reconstruction. Acoustic feature extraction and classification. Recognition techniques for speech and other sounds, including hidden Markov models.
This seminar examines the emergence of the private, discrete self in novels and stories from Jane Austen to Edith Wharton. In many of these texts, there are keys scenes in which the protagonist remains totally alone and isolated, or experiences the world in a way that is purely personal and solitary. Under these pressures, the character emerges more fully, completely and intensely than the society around or the world of relationships. The knowledge gained, the desire felt, become more powerful and dramatic than in many of the social scenes. In other texts, pure solitude creates schism and confusion in the self, thus creating a dark drama of fracture and division.
This course will examine how politics influence the economic relations between states, and the implication of this evolving international structure for national policy choice and domestic politics in general. It will address major current debates in the field by using analytical and methodological insights from political science and economics. It will mainly tackle six issue areas: international trade, global financial crises, money and exchange rates, international migration, globalization, and foreign aid. Some of the questions that we will ask in this course include why do some countries adopt protectionist policies whereas others embrace free trade? What role do domestic and international factors play in the international monetary and financial order? Who wins and who loses from globalization of trade and finance? This course complements and builds on INAF U6820: Theory of International Political Economy (not a pre-requisite). The emphasis of the course is not upon the technical aspects of international economics or economic theory, but rather upon the political and institutional context in which they operate.
This course will explore how 19th century American authors registered the transformation of natural history into the sciences of life. During that period, the fixed classifications of beings were destabilized by new sciences-- chemistry, biology and pathology--that emphasized process and transformation, and traditional, herbal methods of healing, predicated on studies of anatomy, were replaced by the clinic. With the emergence of experimental medicine, discourses of life and personhood changed, profoundly affecting law, theology, philosophy and literature. At the same time, as scientific discourses concerning the vital were being transformed, the American authors we will read were changing their understanding of what the natural is, and proposing a series of cosmological, poetic and ethical responses to the idea that life is common
not only
to all creatures but in fact to all phenomena. Most of our authors adopted a vitalist and materialist understanding of life, which led them to understand the boundaries of individual phenomena as porous and environmental. Such vitalist accounts of the world explored matter as indistinguishable from life, interpreting it as both germinal and formative: beings emerge out of an ocean of agitated matter that gives them form and to which they return, as if reimmersing themselves in unmodified, impersonal, and infinite life. However, although the authors we will be interested in share some version of the major faith that matter is inherently dynamic and vitalized, their accounts of just what that means differ considerably. They sometimes take the form of cosmologies that understand the earth as sensuous, and even, in the case of Poe and Melville, composed of little brains; at other times they render vegetal life capable of perception and inherently sensuous, and end up discussing modalities of vegetal happiness (as is the case with Thoreau, Whitman and Dickinson), or consider the organic and inorganic to be composed of the continuous flow of qualia (Draper). The course will explore a variety of theories that propose life as material but our interest will be less in cosmological than ethical and ecological questions. We will want to know the consequences of such accounts of matter for our understanding of the human; we will inquire into what counts as personhood for those authors, as well as what kind of ethics and politics they formulate on the basis of their materialist ontologies.
We will analyze such debates through the work of major 19th century American
This class provides a comprehensive look at the efforts to prevent and detect money laundering and terrorist financing in a post 9/11 world. Developments in the United States, as well as internationally, are discussed. The evolution of the area is examined, including a review of the relevant statutes and regulations such as the Patriot Act, the Bank Secrecy Act and the Material Support statute. Analysis is done of the Suspicious Activity Reporting that is required to be done by all financial institutions, including banks, securities firms and money services businesses. Cases and actions brought relating to money laundering issues are discussed, including detailed review of the requirements for an Anti-Money Laundering compliance program. There is also analysis of threat financing, from the viewpoint of the requirements placed upon financial institutions, charities and companies, along with a review of cases involving terror financing. In addition, the course addresses the role of lawmakers, lawyers, companies, financial institutions and law enforcement in the process of trying to stop money laundering and terrorist financing.
Prerequisites: SIPA U6401
Corequisites: INAF U6018 & INAF U6022
The course begins with a review of central banks’ monetary policy goals and objectives, followed by an overview of how central banks set and implement monetary policy in normal economic and financial market conditions. The bulk of the course will focus on how central banks adapt their policy rules and tools in the face of extraordinary financial market or economic turmoil. Different types of unconventional tools will be discussed and analyzed, with particular focus on the design and the effectiveness of various unconventional policy tools. Examples of the use unconventional policy tools – both more and less successful – across jurisdictions will be discussed in the latter half of the course. The course finishes with discussions of several important, and timely dilemmas: where is the “line” between unconventional monetary policies and traditional fiscal policy actions; what difficulties do central banks face in handling economic side effects and the political consequences of extraordinary policy, and what are the challenges of returning monetary policy to (a new) normal.
Prerequisites: (CSEE W4868) or the instructor permission.
Inter-disciplinary graduate-level seminar on design and programming of embedded scalable platforms. Content varies between offerings to cover timely relevant issues and latest advances in system-on-chip design, embedded software programming, and electronic design automation. Requires substantial reading of research papers, class participation, and semester-long project.
Required of all first-year Ph.D. candidates. Each faculty member addresses the proseminar in order to acquaint students with the interests and areas of expertise on the faculty. Through discussion and the dissemination of readings the student learns about possible areas of doctoral research.
Prerequisites: (ELEN E4810)
Topic: Sparse Representations / High-Dimensional Geometry.
Prerequisites: ELEN E4810
Topic: Large Data Stream Processing.
Prerequisites: ELEN E4810
Topic: Large Data Stream Processing.
Prerequisites: SIPA U6500
This course will be useful for students who would like to participate in evaluations of development projects. At the end of the course, students will know how to plan an impact evaluation, how to manage one, and how to recognize and differentiate a good impact evaluation from a badly conducted one. Students should also come with one case study that they have been involved in and that would lend itself to an impact evaluation. Previous experience in implementing a development project is desirable.
This course will go beyond technical or methodological materials (i.e. how to collect and analyze data) and instead focus on how M&E practically applies to day-to-day responsibilities of practitioners, regardless of their position title, and how anyone can (and should) become an effective producer and consumer of data and thus an impactful contributor in the field of international development and humanitarian assistance. For students interested in a career in M&E, this course will help them recognize and address some of the common challenges they will face at work (e.g. how to convince and collaborate with the chief of party to invest in and run effective M&E). For students who are interested in non-M&E career tracks, this course will help them do their jobs better and help the development and humanitarian fields overcome “pilot-itis” and become more evidence-driven. Students should also understand that they are likely to take on different roles throughout their careers, which may involve M&E - this course will prepare them to become versatile and impactful players in this challenging but meaningful line of work.
Topic: Advanced Big Data Analytics.
“Writing About Policy” gives you the journalistic tools to intervene in public policy debates. You will learn to translate the expertise you’re gaining – as policy professionals and as SIPA students –for the rest of the public, whether in op eds, review essays or blogs. You will also report and write feature stories. This class is a workshop, as well as a seminar, and there will be writing assignments due almost every week. Students will publish their work in SIPA's student publications, as well as in media outlets reaching far beyond the IAB.
Prerequisites: Advanced calculus and junior year applied mathematics, or their equivalents.
This course may be repeated for credit. Topics and instructors from the Applied Mathematics Committee and the staff change from year to year. For students in engineering, physical sciences, biological sciences, and other fields.
Prerequisites: Instructor's permission.
Software or hardware projects in computer science. Before registering, the student must submit a written proposal to the instructor for review. The proposal should give a brief outline of the project, estimated schedule of completion, and computer resources needed. Oral and written reports are required. May be taken over more than one semester, in which case the grade will be deferred until all 12 points have been completed. No more than 12 points of
COMS E6901
may be taken. Consult the department for section assignment.
Prerequisites: Instructor's permission.
Software or hardware projects in computer science. Before registering, the student must submit a written proposal to the instructor for review. The proposal should give a brief outline of the project, estimated schedule of completion, and computer resources needed. Oral and written reports are required. May be taken over more than one semester, in which case the grade will be deferred until all 12 points have been completed. No more than 12 points of
COMS E6901
may be taken. Consult the department for section assignment.
Registration in this course is only avilable to those affiliated with the Journal of International Affairs
Available to M.S. and CSE candidates. An independent investigation of an appropriate problem in computer science carried out under the supervision of a faculty member. A formal written report is essential and an oral presentation may also be required. May be taken over more than one semester, in which case the grade will be deferred until all 9 points have been completed. No more than 9 points of
COMS E6902
may be taken. Consult the department for section assignment.
Prerequisites:
ECON G6211
and
ECON G6212
or the instructor's permission.
This course covers topics at the frontier of international trade research, placing an emphasis on theory. Previous topics include: trade patterns, offshoring, inequality, unemployment, trade and matching, firm organization, and trade policy.
Prerequisites: biology, ecology, genetics, and evolution.
Introduction to the applied science of maintaining the earth's biological diversity, its landscapes, and wilderness. Focus on the biological principles relevant to the conservation of biodiversity at the genetic, population, and community and landscape levels.
All first-year graduate students in the physics department must register for this course each term. Discussion of the experimental and theoretical research in the department.
This course will examine the major debate, contested genealogies, epistemic and political interventions, and possible futures of the body of writing that has come to be known as postcolonial theory, in relation to histories and practices of decolonization. We will examine the relationships between postcolonial theory and other theoretical formations, including poststructuralism, feminism, environmentalism, Marxism, Third Worldism, and the decolonial. We will also consider what counts as “theory” in postcolonial theory: in what ways have novels, memoirs, or revolutionary manifestos, for example, offered seminal, generalizable statements about the colonial and postcolonial condition? How can we understand the relationship between the rise of postcolonial studies in the United States and the role of the U.S. in the post-Cold War era? How do postcolonial theory and its insights about European imperialism contribute to analyses of mid-twentieth century decolonization, contemporary globalization, and "decolonial" discourse in the present?
Prerequisites: Obtained internship and approval from faculty adviser.
Only for M.S. in the Computer Science Department who need relevant work experience as part of their program of study. Final report required. This course may not be taken for pass/fail credit or audited.
Prerequisites: Obtained internship and approval from faculty adviser.
Only for M.S. in the Computer Science Department who need relevant work experience as part of their program of study. Final report required. This course may not be taken for pass/fail credit or audited.
Blogs, Twitter, Facebook, YouTube and other social media platforms engage millions of users globally and while it’s tempting to dismiss social media, the reality is that it fundamentally changed strategic communication. Using social media, employees acting on behalf of governments, corporations and nonprofits incite people to take action, or support causes. Social media can also taint reputations and impede messaging . Today, no sector is free from the pressure of using and reacting to social media. Over the seven-week course, students will be expected to critically assess scholarly work and develop informed opinions on messaging in the digital age. As well as developing a theoretical understanding of social media, students will use various social media applications like Twitter, Instagram and Snapchat to analyze, evaluate, and develop social media campaigns as part of a portfolio project. In this class we’ll look back -- to look forward. We’ll look to what Aristotle can teach us about Snapchat, if one is to convey a message with a :30 second video, where do ethos, pathos and logos fit in? What can Alexis de Tocqueville teach us about twitter and the participatory nature of citizenship? This is a course for students pursuing careers in the public or private sector and it is suitable for anyone who will be involved in the decision process of where social media fits into a strategic communication plan. Practical topics we will discuss: What are the implications of new digital communication technologies for organizations? For individuals? What are the incentives for participating? How do you define success of a social media campaign? Student who take this course will become familiar with: Changes in strategic communication brought about by new digital technologies; Methods to effectively craft, deliver and amplify social media messages to key audiences; Research approaches that can be applied to implementing and evaluating social media based strategic communication; Ethical questions related to social media-based strategic communication; The ability to assess and use communication strategies to address diverse audiences that inform and influence individuals, organizations and community.
Prerequisites: the instructor's permission.
(Seminar). This course aims to contribute to your professional development while preparing you to teach University Writing, Columbia’s required first-year writing course. By the end of this course, you should have a basic grasp of the goals and structure of University Writing, the principles that inform its design, and the kinds of materials used in the course. While the course has an immediate goal—to prepare you for your fall teaching assignment—it aims simultaneously to enrich your teaching in the broadest sense. Your fall University Writing syllabus, as well as your lesson plans and homework assignments for the first eight classes, are due for review on August 1, 2016. This course will give you opportunity to prepare these materials throughout this semester with the support of the UWP directors, senior instructors, and advising lecturers. This course is the first of your ongoing professional development obligations as a UW instructor. You must successfully complete G6913 to teach in the UWP. Every subsequent semester, you will be required to attend a staff orientation, attend at least one workshop, and meet with your mentor and advising UWP director. , All instructors new to the UWP must take this 1-credit, ungraded course during the fall of their first year of teaching. The course is intended to guide instructors through their first semester and emphasizes the practical application of the knowledge and expertise developed in G6913. Successful completion of the course is required for continuation as a UWP instructor.
Prerequisites: Available to M.S. and Ph.D candidates in CS/CE.
Topics to help CS/CE graduate students’ communication skills. Emphasis on writing, presenting clear, concise proposals, journal articles, conference papers, theses, and technical presentations. May be repeated for credit. Credit may not be used to satisfy degree requirements.
Prerequisites: Available to M.S. and Ph.D candidates in CS/CE.
Topics to help CS/CE graduate students’ communication skills. Emphasis on writing, presenting clear, concise proposals, journal articles, conference papers, theses, and technical presentations. May be repeated for credit. Credit may not be used to satisfy degree requirements.
Prerequisites: microeconomics and macroeconomics,
W1105
,
W3211
and
W3213
, and basic calculus and algebra such as
V1101
or
V1102
,
V1201x or y
, and Calculus 111A.
Capitalism is evolving in response to driving economic issues in the Anthropocene, as humans have become the dominant geological force in the planet. These issues include Globalization and the evolution of the world's financial markets, the knowledge revolution and the global environmental crisis. Can Capitalism adapt to sustainable development? Can financial markets evolve and help resolve the climate issue, the water crisis, and the destruction of global biodiversity? The seminar will cover the new types of markets that are emerging and changing capitalism so it becomes consistent with sustainable development and closing the gap between the rich and the poor nations, while giving rise to a new definition of GDP that aligns economic progress with the survival of the human species.
Prerequisites: EESC GU4008, and advanced calculus, or the instructor's permission.
The current climate and its variations over Earth history are interpreted as consequences of fundamental physical processes, including radiative transfer, the atmosphere and ocean circulation, and the carbon cycle. Perturbations to climate, resulting from changing atmospheric composition or insolation, are examined using a combination of simple interpretative models and full Earth System Models.
Prerequisites: EESC W4008,EESC W4210/APPH4210 and EESC G6927, or some prior exposure to linear equatorial wave theory.
An introduction to the physics governing the large-scale behavior of the tropical atmosphere. Topics covered include the Hadley and Walker circulations, monsoons, atmospheric equatorial waves, the Madden-Julian oscillation, tropical cyclones, and El Nino. Principles of atmospheric dynamics and thermodynamics will be introduced as needed.
Prerequisites:
ECON G6412
,
ECON G6411
,
ECON G6215
,
ECON G6211
.
Corequisites:
ECON G6212
,
ECON G6216
,
ECON G6412
.
This course will critically examine mainstream approaches to economic theory and practice, particularly in the areas of macroeconomic stabilization policy, poverty reduction, economic development, environmental sustainability, and racial and gender inequality. Topics will vary from year to year, but may include responses to the credit crisis and Great Recession, global warming and international negotiations, globalization, the measurement of poverty and inequality, different approaches to poverty reduction, AIDS and malaria, mass imprisonment, children's wellbeing, the IMF and the World Bank, intellectual property in an international context, racial disparities in life expectancy, public pension systems in developed countries, health care, and homelessness. The course will also examine biases in economic discourse, both among policy makers and scholars.
Prerequisites: (ELEN E3106) and (ELEN E3401) or equivalent. Recommended: ELEN E4944.
This course provides an understanding of the methods used for structuring matter on the nanometer length: thin-film technology; lithographic patterning and technologies including photon, electron, ion and atom, scanning probe, soft lithography, and nanoimprinting; pattern transfer; self-assembly; process integration; and applications.
This introductory course is aimed at teaching the fundamentals of persuasive speechwriting for the public and private sectors, NGOs, and international organizations. Students will learn how to apply the classical canons of rhetoric to speechwriting in the 21st Century; deconstruct great political and business speeches using text and video; compare and contrast different speechwriting techniques in various international settings; as well as become familiar with some of the latest advances in neuroscience breaking new ground in understanding how persuasion works. Students will be expected to draft, edit and deliver their own speeches every week. No prior speechwriting experience is required, however, exceptional written-English skills are strongly recommended. Practical topics will be essential for this course: Why do some speeches persuade while others do not? How does one effectively capture the voice of the person you're writing for? How are speeches tailored for specific audiences, venues and occasions? Should one's message be solely what the speaker thinks the audience wants to hear-or what the speaker believes the audience needs to hear? And how important is delivery in terms of moving an audience?
This introductory course is aimed at teaching the fundamentals of persuasive speechwriting for the public and private sectors, NGOs, and international organizations. Students will learn how to apply the classical canons of rhetoric to speechwriting in the 21st Century; deconstruct great political and business speeches using text and video; compare and contrast different speechwriting techniques in various international settings; as well as become familiar with some of the latest advances in neuroscience breaking new ground in understanding how persuasion works. Students will be expected to draft, edit and deliver their own speeches every week. No prior speechwriting experience is required, however, exceptional written-English skills are strongly recommended. Practical topics will be essential for this course: Why do some speeches persuade while others do not? How does one effectively capture the voice of the person you're writing for? How are speeches tailored for specific audiences, venues and occasions? Should one's message be solely what the speaker thinks the audience wants to hear-or what the speaker believes the audience needs to hear? And how important is delivery in terms of moving an audience?
The overall goal of this course is to improve the writing skills of international students in the MIA and MPA degree programs. The course requirements will include weekly short exercises (definitions of key terms and abstract concepts, summaries of statistical data, summaries and critiques of seminal concepts and theories, and descriptions of processes and procedures) and longer assignments (an argumentative essay, case study and short research paper). Students will also learn to revise and edit their work as well as to integrate sophisticated rhetorical and syntactic structures. To improve the accuracy and clarity of their writing, the course will review the aspects of grammar that pose particular problems for international students.
This course will examine the debates which have shaped internet policy, with a particular emphasis on the business models employed by the major US-based tech and internet giants - Facebook, Twitter, Apple, Google and Amazon. For decades, policy took a backseat to growth in the internet industry (the “do no harm” approach to regulation), but that changed dramatically with revelations around the role of major technology platforms in the 2016 election. The Cambridge Analytica scandal in particular roused both houses of Congress to action, a series of ongoing hearings may lead to a sweeping new regulatory framework governing how data flows in US society, particularly if Democrats in Congress have their way. But while the major internet players grew in a largely unregulated environment, there’s a rich history of policy fights that inform current debate. This class will survey those early skirmishes with an eye toward understanding the state of today’s current debate.
Provides students the opportunity to present work in progress or final drafts to other students and relevant faculty to receive guidance and feedback.
Course purpose is to serve as an omnibus opportunity for student professional development. Serves as a workshop as students narrow down a paper topic, develop a proposal, and carry out the research. Discussion includes how one selects a topic, how to find appropriate theory and data, and rhetorical strategies for making a paper "publishable," among other issues. Culminates in the completion of the M.Phil. paper.
Prerequisites: Instructor's permission.
Selected topics in computer science. Content varies from year to year. May be repeated for credit.
Prerequisites: Instructor's permission.
Selected topics in computer science. Content varies from year to year. May be repeated for credit.
Prerequisites: Instructor's permission.
Selected topics in computer science. Content varies from year to year. May be repeated for credit.