Through a review of major academic writings, lectures, and class discussion, Conceptual Foundations of International Politics examines many of the central concepts, theories, and analytical tools used in contemporary social science to understand and explain international affairs. The theoretical literature is drawn from different fields in the social sciences, including comparative politics, international relations, political sociology and economics; the lecturers include members of the Columbia faculty who are authorities in these fields (as well as, in many cases, experienced practitioners in their own right). The course is designed to enhance students' abilities to think critically and analytically about current problems and challenges in international politics.Conceptual Foundations is a semester-long course. The lecture/plenary session meets on Monday, and the seminar-style sections also meet every week. Attending lectures and sections is obligatory, and students are required to do the assigned readings before their (6804) section because the readings and lectures form the basis of the discussion sections. Students are expected to know when and where their sections meet.
Prerequisites:
ECON G6211
and
G6215
.
G6805 covers analysis of taxation, welfare and social insurance programs – their efficiency and redistributive consequences, optimal design, policy issues and empirical evidence.
Four aspects of the Earth's carbon cycle are considered: how it operated just prior to the Industrial Revolution; the fossil fuel CO2 perturbation; changes during glacial time; and the long-term planetary control system. Emphasis on information obtained from measurements of 13C and 14C.
This course is the first part of a two-course sequence for advanced students concentrating in Economic and Political Development. The second part is the Workshop in Development Practice (SIPA U9001). These courses are integrated into a year-long encounter with the actual practice of development. The course seeks to help students develop a conceptual and critical understanding of some of the key tools and approaches employed by organizations in development practice, and to skill students in using these approaches and tools in a discerning, ethical and effective manner that recognizes their shortcomings and limitations. The course takes a hands-on approach and promotes learning by doing. Questions of "Whose development? Whose priorities and agenda? Whose proposed solutions and strategies?" are ever present in choosing development approaches and outcomes. Development work, to the extent it involves development organizations and workers entering as external agents of change into a national arena or local community, is an intensely political exercise. What has changed in the course of development practice is that development workers increasingly perceive themselves less as direct agents of change - delivering top-down transfers of knowledge and resources from those who know best or have more, to those in need or who need to be influenced - and more as facilitators of change. According to this approach, the development worker seeks to act as a medium and partner in identifying local needs and priorities, and helping to translate these into equitable and sustainable development outcomes through knowledge-sharing, empowerment, capacity building and/or additional resources. However, this transition has been uneven, and externally-driven, top-down approaches persist. Development workers also need to be continually aware of the values, assumptions and biases that they bring to their interactions with local actors and that are implicit in the approaches and tools that they use. With needs, priorities and agendas contested across many levels and sets of interests, the job of a development worker is a complex and responsible one. To that end, this course also challenges students to reflect on their goals and desired approaches in their future roles as development agents. Registration in this course requires an application. Priority will be given to second-year EPD students. Apply at: https://fs23.formsite.com/SIPA/form33/index.html
This course is the first part of a two-course sequence for advanced students concentrating in Economic and Political Development. The second part is the Workshop in Development Practice (SIPA U9001). These courses are integrated into a year-long encounter with the actual practice of development. The course seeks to help students develop a conceptual and critical understanding of some of the key tools and approaches employed by organizations in development practice, and to skill students in using these approaches and tools in a discerning, ethical and effective manner that recognizes their shortcomings and limitations. The course takes a hands-on approach and promotes learning by doing. Questions of "Whose development? Whose priorities and agenda? Whose proposed solutions and strategies?" are ever present in choosing development approaches and outcomes. Development work, to the extent it involves development organizations and workers entering as external agents of change into a national arena or local community, is an intensely political exercise. What has changed in the course of development practice is that development workers increasingly perceive themselves less as direct agents of change - delivering top-down transfers of knowledge and resources from those who know best or have more, to those in need or who need to be influenced - and more as facilitators of change. According to this approach, the development worker seeks to act as a medium and partner in identifying local needs and priorities, and helping to translate these into equitable and sustainable development outcomes through knowledge-sharing, empowerment, capacity building and/or additional resources. However, this transition has been uneven, and externally-driven, top-down approaches persist. Development workers also need to be continually aware of the values, assumptions and biases that they bring to their interactions with local actors and that are implicit in the approaches and tools that they use. With needs, priorities and agendas contested across many levels and sets of interests, the job of a development worker is a complex and responsible one. To that end, this course also challenges students to reflect on their goals and desired approaches in their future roles as development agents. Registration in this course requires an application. Priority will be given to second-year EPD students. Apply at: https://fs23.formsite.com/SIPA/form33/index.html
Prerequisites: the instructor's permission.
(Seminar).
Prerequisites:
COMS W3157
and
CSEE W3827
.
Design and programming of System-on-Chip (SoC) platforms. Topics include: overview of technology and economic trends, methodologies and supporting CAD tools for system-level design and verification, software simulation and virtual platforms, models of computation, the SystemC language, transaction-level modeling, hardware-software partitioning, high-level synthesis, memory organization, device drivers, on-chip communication architectures, power management and optimization, integration of programmable cores and specialized accelerators. Case studies of modern SoC platforms for various classes of applications.
Survey of the causes of war and peace, functions of military strategy, interaction of political ends and military means. Emphasis on 20th-century conflicts; nuclear deterrence; economic, technological, and moral aspects of strategy; crisis management; and institutional norms and mechanisms for promoting stability.
Prerequisites: ELEN E4815.
Introduction to the fundamental principles of statistical signal processing related to detection and estimation. Hypothesis testing, signal detection, parameter estimation, signal estimation, and selected advanced topics. Suitable for students doing research in communications, control, signal processing, and related areas.
This course is a seminar in analytic approaches used in formulating national security strategy and in defense planning. The objective is to acquaint students with methods used by national security decision makers to evaluate options and formulate defense policy and plans.
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.
Topic: Bayesian Models in Machine Learning.
Topic: Big Data Analytics.
In this course, students will: (1) become familiar with the concepts, methods, and applications of evaluation research; (2) learn how to assess the context for evaluation; (3) learn how to read evaluation research critically; and (4) be able to propose an appropriate evaluation plan. The course will center on a Group Project where teams of students (no more than 5 students) will work together to develop an evaluation plan for a program. In the process, students will learn to assess evaluation needs, how to map a program theory, link outcomes to metrics, and plan to ‘conduct' an evaluation. At the end of the course, students will be required to present their group evaluation plan in class and to submit an individual final paper, based on your group's proposal for the program evaluation plan.
Prerequisites: the instructor's permission.
A reading course in an advanced topic for a small number of students, under faculty supervision.
Prerequisites: the 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.
Major theories of religion and principal approaches to the study of religion.
Available to MS 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 beem completed. No more than 9 points of COMS E6902 may be taken. Consult the department for section assignment.
Topic: Principles of RF and Microwave Measurements.
(Seminar).
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.
Topic: Emerging Nanoelectronic Devices.
The course is structured to provide students with a thorough grounding in the principles and practices of fundraising. This course will provide students with an introduction to development, an overview of fundraising processes and systems, and the framework through which managers can determine the efficiency and effectiveness of various tactics within a nonprofit organization's private revenue stream. Students will understand the role of the staff and board in a development program, and donor development strategies.
Prerequisites: calculus. Recommended preparation: linear algebra, statistics, or the instructor's permission.
Introduction to the fundamentals of data analysis. Topics: review of relevant statistics and linear algebra; methods of interpolation (different interpolants, advantages/disadvantages); methods of least squares (linear, weighted, constrained, error analysis); linear and nonlinear correlation; spectral analysis (Fourier analysis, convolution, deconvolution, distribution theory, Fourier theorems, smoothing, error analysis, power and phase spectral estimation, different approaches); filtering time series; forecast models (AR, MA, ARMA, ARIMA), empirical orthogonal functions (EOF), and related techniques.
Topic: Quantum Computing and Communications
Prerequisites: ELEN E4321.
Design automation: layout, placement, and routing. Circuit simulation algorithms and optimization of performance and area. Multiprocessor computing systems. Verification of testing. Topics may change from year to year.