This course deepens the actor’s working understanding of their body as “instrument” and teaches practical application of learned skill sets for professional practice and complex use.The course achieves this objective by examining current practice and providing solutions for real time obstacles and challenges actors are encountering in their daily practice in classes and rehearsals. Challenges faced are explored specifically in context of class vocabulary as well as by providing increasingly complex tasks that require use of multiple skills sets at once.The course continues the work of developing physical ease and awareness and expands each actor also to prepare body and being for work in ensemble.
In this workshop, students will create original writing that is in conversation with American theatrical traditions beyond the proscenium. We will investigate and engage theatrical forms, such as the side show, courtroom drama, violence as spectacle and performance art. The aim is to encourage students to think more expansively and non-traditionally in their approach to writing and making theatre.
Selected advanced topics in smart electric energy. Content varies from year to year.
Selected advanced topics in smart electric energy. Content varies from year to year.
Grant writing is a critical skill for research-based graduate programs. Even if students are not interested in pursuing a career that involves grant writing, the persuasive format that is key to grant writing is translatable to other forms of scientific communication. The goal of this course is to provide students with skills that can be used to draft a compelling narrative that can be used for funding or other types of writing.
Prerequisites: permission of the departmental adviser to Graduate Studies.
MIA and MPA Policy Skills I Core.
This course provides students with practical skills to communicate clearly and persuasively on issues they care about. Whether writing to influence policy, shape public opinion, or present ideas within an organization, the ability to craft sharp, purposeful messages is essential. Students will learn to distill their key arguments, adapt their writing for different audiences, and develop strong foundational pieces such as op-eds, press releases, and policy memos. The course also introduces generative AI tools as part of the writing process—teaching students how to use AI to brainstorm, draft, and revise more efficiently, while critically assessing its outputs. As AI transforms how we write and communicate, this course equips students to harness its benefits while maintaining their own voice, judgment, and clarity of thought.
Presents students with critical theories of society, paying particular attention to classic continental social theory of the nineteenth and twentieth centuries. We will trace a trajectory through important French and German writings essential for any understanding of the modern discipline of anthropology: from Saussure through Durkheim and Mauss, Marx, Weber, and on to the structuralist elaboration of these theoretical perspectives in Claude Lévi-Strauss, always bearing in mind the relationship of these theories to contemporary anthropology. We come last to Foucault and affiliated theorists as successors both to French structuralism and to German social theory and its concerns with modernity, rationality, and power. Throughout the readings, we will give special care to questions of signification as they inform anthropological inquiry, and we will be alert to the historical contexts that situate the discipline of anthropology today.
This course focuses on developing cities and transformative initiatives, especially in New York City. This course will examine a wide array of economic development projects and strategies. It will look at the core economic goals set forth nearly two decades ago to diversify the economy and make it less dependent on financial services, while examining the challenges faced by cities today in light of the COVID-19 pandemic.
Land use policy, incentives, new developments, placemaking initiatives, and approaches to district management will also be studied. Students will gain a broad understanding of how economic development tools and tactics have been leveraged to revitalize central business districts, neighborhoods, the waterfront, and public spaces.
This course will review the effectiveness of public-private partnerships, including business improvement districts (BIDs), local development corporations, and park conservancies. New York City is the home of the largest network of BIDs in the world. During the course, we will also examine how anchor institutions (
universities, hospitals, cultural organizations
) play an increased role in community revitalization.
Nonlinear dynamics: Euler-Lagrange equations, Hamilton’s principle, variational calculus; nonlinear systems: fundamentals, examples, stability Notions, linear systems and linearization, frequency domain analysis, discrete time systems, absolute stability, input-to-state stabililty, control design: control Lyapunov functions, sliding mode control, control barrier functions; adaptive control: self-tuning regular, model reference adaptive control, feedback linearization, extremum seeking control, model predictive control, observer design: extended, unscented, and mixture model Kalman filters, moving horizon estimation, high-gain observers; repetitive processes: iterative learning control, learning-adaptive control, repetitive control; optimal control: continuous setting, discrete time setting, constrained optimal control, linear matrix inequality (LMI) constraints, dynamic programming and backward recursion.
This class explores advanced topics relating to the production of music by computer. Although programming experience is not a prerequisite, various programming techniques are enlisted to investigate interface design, algorithmic composition, computer analysis and processing of digital audio, and the use of computer music in contexts such as VR/AR applications. Check with the instructor for the particular focus of the class in an upcoming semester. Some familiarity with computer music hardware/software is expected. Permission of instructor is required to enroll.
This course fosters students to challenge bias, prejudice, and forms of discrimination that operate in the lives of social workers and our clients. As a “laboratory,” learning begins with hands-on participation in a series of interactive exercises designed to elicit and deconstruct dynamics of racism, sexism, ageism, ableism, heterocentrism, classism, etc. Each activity is followed by a facilitated exploration and critical analysis of the experiential process. An emphasis is placed on professional and personal insight and skill with regards to culturally/contextually competent practice, processing of charged issues, and use of self. This course is well-suited for students who are authentic, willing to take risks, and committed to becoming effective agents of change towards social justice.
This course is conceived to assist social work practitioners identify and examine the ways various populations experience oppression and discrimination, with an eye towards the various dimensions that shape how “-isms” occur in our lives and society, including but not limited to:
Societal levels: personal, institutional, cultural
Visibility: overt, covert
Temporal: historical, periodic/occasional, everyday/ongoing
Actor: me, us, them
Dynamics of invalidation/forms of denial
Position, people, procedures, and productivity: this class will introduce first year students to the concept of the stage manager as the CE/OO (Chief Executive/Operating Officer) for a production. The primary focus will be on human resources management; organizational charts for both the commercial and not- for-profit arenas will be introduced and “best leadership practices” will be discussed. Texts and reading materials from non-theatrical sources will provide the basis for discussion. An individualized reading- writing project and presentation will spotlight the role of the stage manager within the larger context of theatrical production.
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Pediatric Physical Assessment and Differential Diagnosis is designed to increase the knowledge of specific physical assessment techniques to be used with pediatric patients. Using a case based approach, the student will recognize physical, psychological, and developmental problems, and begin to develop differential diagnoses. Emphasis will be placed on developmental assessment, screening tools, documentation of key history points and physical exam findings. The student will identify patterns of key history and physical points in different presentation of pediatric patients.
MIA Policy Skills II Core.
Making good policy is a science, an art, and a craft. This course introduces students to the key principles of public policy design from global perspectives. Students will engage with a policymaker’s toolbox, examining best practices in evidence-based and participatory policymaking, policy innovation, and policy design. In addition to exploring the conceptual foundations of policymaking, the course equips students with practical tools they can apply throughout careers in government, think tanks, international organizations, civil society, and the private sector. A central focus of the course is policy memo writing. Students will learn how to conduct concise, evidence-based policy analysis and design meaningful policy solutions. Additional tools covered include: The design and use of indicators and public opinion polls; Stakeholder mapping; Public participation plans; Theories of change; Intersectional policy analysis.
By the end of the course, students will have a deeper understanding of how public policy is made and implemented across diverse contexts, along with enhanced skills for designing effective public policies and programs.
Theory and geometry of linear programming. The simplex method. Duality theory, sensitivity analysis, column generation and decomposition. Interior point methods. Introduction to nonlinear optimization: convexity, optimality conditions, steepest descent, and Newton’s method, active set, and barrier methods.
This course is designed to help the student develop pediatric specific history and physical assessment skills within a simulation setting. Each week, the student will have an opportunity to do hands on training regarding the subject covered in pediatric physical assessment and diagnosis using case-based simulation exercises and learning of physical assessment techniques. The weekly lab classes are designed to refine the skills of the PNP student.
MIA Policy Skills II Core.
Public policy, political systems, and organizations inevitably involve complex interactions between competing interests. For practitioners, it is crucial to understand how actions are met with responses, and predicting those responses is critical to designing successful strategies. Game theory is the formal mathematical toolkit for studying strategic interaction across the social sciences. This course provides a general introduction to the theory of games. Students will acquire a theoretical language for understanding games, as well as the ability to set up and solve game theoretic problems.
The half-semester will cover many of the core topics in game theory, including rational choice, simultaneous-move games, dynamic games, bargaining, and incomplete information (signaling). While the focus is on understanding fundamentals, each session will examine applications relevant to politics and management.
Discusses recent advances in fields of machine learning: kernel methods, neural networks (various generative adversarial net architectures), and reinforcement learning (with applications in robotics). Quasi Monte Carlo methods in the context of approximating RBF kernels via orthogonal transforms (instances of the structured technique). Will discuss techniques such as TD(0), TD(λ), LSTDQ, LSPI, DQN.
MIA Policy Skills II Core.
This introductory course equips students with the fundamentals of persuasive speechwriting and public speaking for political, business, and nonprofit contexts. Students will explore the classical canons of rhetoric and apply them to contemporary speechwriting, developing both the art and science of persuasion.
Following an initial session on theory, the course focuses on building practical skills through writing, editing, and delivering original speeches. Topics include voice and message alignment, tailoring speeches to audiences and occasions, persuasive delivery techniques, and ethical considerations in shaping public discourse.
The course aims to offer students a realistic view and understanding of what is involved in maintaining a long-running commercial musical production. Through discussion with professionals and practical presentation we will explore the many and varied aspects of this collaborative industry.
MIA Policy Skills II Core.
This course introduces students to the practical and strategic tools used to influence public policy through advocacy, communications, and coalition-building. Reimagining the traditional think tank model, students will engage with real-world approaches to policy change by examining case studies, developing messaging strategies, mapping stakeholders, and selecting appropriate mobilization tactics. Early sessions focus on foundational elements such as defining campaign success, identifying audiences and levers of influence, and crafting evidence-based messages. Later sessions explore digital strategies, the role of influential voices, and the ethical and political challenges inherent in advocacy work.
Throughout the course, students will apply what they learn by developing an advocacy plan around a proposed policy change related to a social, economic, environmental, climate, or biodiversity issue of their choice. Taught by the co-founders of Planet Reimagined, the course offers an inside look into how research, media, and creative partnerships can shape public opinion and policy outcomes across sectors.
COURSE DESCRIPTION
This graduate seminar situates the history of photography within the history of colonial productions of tropicality, and the concomitant occupation of tropical places. Specific regimes of vision accompanied the European conquest of peoples and lands, undergirded the racialization of bodies, and colluded in epistemic binaries of centers and peripheries. At the same time, modern visual media did not possess an intrinsically “colonial gaze.” Rather, many of the same apparatuses of seeing and representation proved to be powerful tools in the assertion of minoritized selves, be it in fugitive , playful, or explicitly confrontational forms. Our focus will be on 19th -20th century lens-based image production, particularly photography. Each week we will acquaint ourselves with concepts and methods that will help us read images, situate current decolonial debates in visual studies within older foundational debates on vision and visuality, and read key texts in historiography. Weekly readings are curated as per a spatial logic, retracing the itineraries of colonial adventurism and control: from the ship to the island, the plantation, the prison, and the laboratory. This seminar is designed mainly for doctoral students; Masters students can join with instructor permission.
LEARNING OUTCOMES
• Familiarity with foundational debates in photography studies.
• Ability to articulate the relationship between a history of vision, the production of space, and the epistemic techniques of colonialism.
• A comparative history of colonized islands and archipelagoes construed as “tropical.”
• Methods in postcolonial, anti-colonial, and decolonial reading of texts and images.
This course introduces students to multiple regression methods for analyzing data in economics and related disciplines. Extensions include regression with discrete random variables, instrumental variables regression, analysis of random experiments and quasi-experiments, and regression with time series data. The objective of the course is for the student to learn how to conduct and critique empirical studies in economics and related fields. Accordingly, the emphasis of the course is on empirical applications. The mathematics of econometrics will be introduced only as needed and will not be a central focus.
The class will explore all aspects of modern technical theatre as currently practiced on Broadway. The intent will be to develop the vernacular and concepts necessary for the modern Stage Manager to communicate effectively with their technical departments and to have a more than passing understanding of what problems those departments are forced to cope with in the production scheme.
The ultimate goal being an appreciation and deeper understanding of the work performed by the technical departments, leading to enhanced co-operation on the part of all concerned.
The student will gain knowledge and skill in assessing and evaluating the health status of children and adolescents to determine and maintain an optimum level of health.
This course is designed to introduce students to issues of gender and development in Southeast Asia in comparative context. Development debates are currently in flux with important implications for the practice and analysis of gender and development. Some argue for market-driven, neo-liberal solutions to gender equality, while others believe that equitable gender relations will only come when women (and men) are empowered to understand their predicaments and work together to find local solutions to improve their lives. Empowerment and human rights approaches are popular among development practitioners, particularly those concerned with gender equity. This course uses the context of development in Southeast Asia to critically engage with issues important to development planners, national leaders and women’s groups throughout Southeast Asia. This course is designed for maximum student participation, engagement and community learning. While the course will be taught remotely during Fall 2020, student attendance and participation throughout the semester is expected. There will be options to make up work for the occasional missed class due to technology mishaps, personal illness, or family emergencies. However, more than three (3) missed classes will significantly affect students’ grades. Please do not enroll this term if you anticipate difficulties in being able to actively participate via Zoom during the assigned class time.
MIA and MPA Policy Skills II Core.
In recent years, despite enhanced awareness about the magnitude and multifaceted nature of gender inequalities on the one hand, and the promises of the ‘Data Revolution’ including AI on the other hand, gaps remain in both data availability and usage of 'Gender Data' that aim to both capture the underlying dynamics, drivers and outcomes of gender inequalities, and promote gender equality. The #MeToo movement and the COVID-19 pandemic in particular highlighted both the salience and implications of gender inequalities, including the “shadow pandemic” of sexual and gender-based violence, and, indeed, the dearth of quality data on these issues. In this context, the goal of this course is to train advanced students on the historical and latest discussions, opportunities, challenges, requirements and limitations of leveraging various types of data to fill ‘gender data gaps’ and promote gender equality, and equip them with practical ressources and tools to shape current and future debates and policies. It is designed as an intermediate-level course on the issue that touches on its historical, sociopolitical, cultural and economic dimensions and technical and analytical aspects related to data access, reliability, and the political economy and ethics of collecting, analyzing and using data for social change. It fundamentally seeks to ask and partially address the question of whether and how data, including ‘traditional’ data (such as official statistic and quantitively and qualitative survey data) and non-traditional data (such as social media and online data, telecom operators’ data, satellite imagery) can be leveraged concretely to pursue greater gender equality through analysis, advocacy and policy. It will also discuss risks associated with data collection and analysis and digital technologies more broadly, including those related to privacy and safety, biases, harassment, discrimination, and challenges and requirements for making these data matter, i.e., have a causal impact on what is measured. In doing so, it will zoom in on a few sensitive themes, including sexual and gender-based violence (SGBV), child marriage and female genital mutilation (FGM), sexual orientation and Gender Identity (SOGI), social norms, as well as socioeconomic and political empowerment and inclusion, especially although not exclusively in countries and regions of the “Global South” (or “Global Majority&rd
May be repeated for credit. A special investigation of a problem in nuclear engineering, medical physics, applied mathematics, applied physics, and/or plasma physics consisting of independent work on the part of the student and embodied in a formal report.
Cities such as New York, London, Hong Kong, Sao Paolo, Tokyo and Mumbai, have been at the heart of deepening economic, social and political globalization. International trade, financial flows, the arts, and migration have shaped their process of urbanization and position in national life and they in turn have influenced the character of globalization. Policymakers in global cities have abundant resources at their disposal but face complicated governance challenges due to their size, complexity and deep linkages to the rest of the world. In addition, global cities increasingly must compete for human capital and investment. This course examines the key features of global cities and the main stages of their development. It explores the governance challenges that policymakers in global cities face in the areas of economics, infrastructure, environment, human capital development, and social welfare. For instance, in the area of economic policymaking, students will analyze the importance of agglomeration, economic clusters, economies of scale, and spillovers as well as the possible strategies for gaining a competitive edge over other cities.
MIA and MPA Policy Skills II Core.
This 7-week mini course exposes the students to the application and use of Python for data analytics in public policy setting. The course teaches introductory technical programming skills that allow students to learn Python and apply code on pertinent public policy data. The majority of the class content will utilize the New York City 311 Service Requests dataset. It’s a rich dataset that can be explored from many angles relevant to real-world public policy and program management responsibilities.
The Writing Program has in place several programs that involve more than 70 students a term going beyond the Columbia gates to teach writing in community groups and schools. These programs include Columbia Artist/Teachers (CA/T), Our Word, The Incarcerated Artists Project (IAP), The Incarcerated Writers Initiative (IWI), as well as public programs on and off campus (including Lenfest) that are produced collaboratively.
The diverse array of partner organizations (see attached)—curated to provide a multiplicity of teaching experiences as well as service to the community—require various modalities of pedagogy and administration. About 14 students (see attached) are in leadership positions, with dual responsibilities of working with the partner programs in structuring and troubleshooting programs while also supervising the MFA participants and providing pedagogical guidance. In effect, these leaders are acting as arts administrators, an experience that may be useful for them in pursuing post-MFA employment.
The Writing Program’s Director of Community Outreach oversees these programs and student leaders on an ad hoc basis. The purpose of this no-credit, no-tuition course is to formalize faculty supervision and support for the Writing Program’s outreach component.
The shape of this course will be mutable, tailored to the ongoing needs of the students, their partner organizations, and the Writing Program. Contact hours will comprise in-person meetings as well as emails and phone calls, focusing on: setting up and running programs and events, working collaboratively, implementing pedagogy, and troubleshooting.
Student leaders will meet as a group with the instructor three times a term.
Individuals leaders will meet with the instructor an additional minimum of twice a term.
The CA/T Director and the instructor will meet about eight times a term.
MIA and MPA Policy Skills II Core.
This course provides a practical introduction to the core concepts, techniques, and tools used to analyze data for effective decision-making. Designed for students with little to no background in statistics, mathematics, or statistical software, the course emphasizes intuitive understanding and hands-on learning. Through interactive exercises and real-world datasets, students will explore both qualitative and quantitative methods for extracting insights, identifying patterns, and building evidence-based recommendations. The course focuses on developing analytical reasoning and applied skills that can be used across a range of policy and professional contexts.