PROFESSIONAL COMMUNICATION IN ENGLISH

PROFESSIONAL COMM IN ENGL

• Department: Engineering
• Instructor: Hyoseon Lee
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• 0 points

ECONOMETRICS I-DISCUSSION

Corequisites: ECON G5411 Discussion Section for Economics MA Course Econometrics I.

• Department: Economics
• Instructor: Tianyu Luo
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• Instructor: Xiangru Li
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• 0 points

ACADEMIC WRITING

• Department: Engineering
• Instructor: Hyoseon Lee
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• 0 points

FNDN EXCELLENCE DENTAL PRACTICE I

• Department: Dental and Oral Surgery
• 0 points

CORPORATE FINANCE

Prerequisites: BUSI PS5001 Introduction to Finance/or Professor Approval is required Students will learn the critical corporate finance concepts including financial statement analysis; performance metrics; valuation of stocks and bonds; project and firm valuation; cost of capital; capital investment strategies and sources of capital, and firm growth strategies. At the end of this course students will understand how to apply these concepts to current business problems.

• Department: Enterprise Risk Management
• Instructor: Christos I Giannikos
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• 3 points

NEUROBIOLOGY I: CELLULAR & MOLECULAR

NEUROBIO I:CELLULAR & MOL

Prerequisites: one year of biology; a course in physics is highly recommended. This is an advanced course intended for majors providing an in depth survey of the cellular and molecular aspects of nerve cell function. Topics include: the cell biology and biochemistry of neurons, ionic and molecular basis of electrical signals, synaptic transmission and its modulation, function of sensory receptors. Although not required, it is intended to be followed by Neurobiology II (see below).

• Department: Biological Sciences
• 4 points

MATH METHODS FOR ECONOMISTS-DISC

Corequisites: ECON GR5410 Discussion Section for Economics MA Course Math Methods for Economists.

• Department: Economics
• Instructor: Sangjun Park
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• Instructor: Nicholas Guitian
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• 0 points

INTRO-STAT-ECOLOGY & EVOL BIOL

Prerequisites: Some background in ecology, evolutionary biology. Intended for those WITHOUT prior knowledge of statistics.  This is an introduction to the theoretical principles and practical application of statistical methods in ecology and evolutionary biology. The course will cover the conceptual basis for a range of statistical techniques through a series of lectures using examples from the primary literature. The application of these techniques will be taught through the use of statistical software in computer-based laboratory sessions.

• Department: Ecology, Evolution, and Environmental Biology
• Instructor: Steffen Foerster
  Info
• 3 points

Climate Change Mitigation

This survey course provides an overview of the tools (technologies, policies, etc.) that can be used to mitigate the impacts of climate change. This course will utilize scenario planning frameworks to explore pathways to economy-wide decarbonization. In this work, the course will explore not only the technical options for reducing greenhouse gas emissions but also the policy responses, market-structures, and behavioral change that can support progress to net-zero. The course will also utilize a series of case studies of decarbonization pathways for different geographies in low- middle- and high-income countries to provide insights on mitigation strategies, including risks and opportunities. This course is intentionally multidisciplinary, weaving together STEM, policy, and other social sciences. It will be primarily focused on applications of mitigation solutions and will highlight both what net-zero “end states” may look like and the transition pathways to achieve these end states.

• Department: Climate School
• Instructor: Lisa E Sachs
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• 3 points

OPTIONS AND FUTURES

The course seeks to familiarize students with the basic derivatives (futures and options contracts).  Both have played a role in the markets for many-many years (before the emergence of modern derivative markets in the 70s).  Following the beginning of standardization at CBOE (1973) we have witnessed a dramatic growth in options markets and options are now traded on many exchanges around the world (CBOE, PHLX, NYSE etc.) Huge volumes of options are also traded over the counter (OTC), particularly on foreign exchange and interest rates.  Many options are traded daily in the markets on a wide array of underlying assets from commodities to financial instruments (stocks, bonds, indexes, currencies, futures etc.) to… weather! The appearance of exotic options has driven volumes even higher in the OTC market providing investors with even wider possibilities for customizing risks borne and hedging against risks.

• Department: Enterprise Risk Management
• Instructor: Sudeep Lahiri
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• 3 points

INDEPENDENT STUDY

• Department: Engineering
• Instructor: Hyoseon Lee
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• 0 points

FINANCIAL ACCOUNTING

Students will examine the generally accepted account principles (GAAP) underlying financial statements and their implementation in practice. The perspective and main focus of the course is from the users of the information contained in the statements, including investors, financial analysts, creditors and, management. By the end of this class students will be able to construct a cash flow statement, balance sheet and decipher a 10K report.

• Department: Enterprise Risk Management
• Instructor: Rebecca Shaffer
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• 3 points

INTRO TO THE MATH OF FINANCE

Prerequisites: MATH UN1102 and MATH UN1201 , or their equivalents. Introduction to mathematical methods in pricing of options, futures and other derivative securities, risk management, portfolio management and investment strategies with an emphasis of both theoretical and practical aspects. Topics include: Arithmetic and Geometric Brownian ,motion processes, Black-Scholes partial differential equation, Black-Scholes option pricing formula, Ornstein-Uhlenbeck processes, volatility models, risk models, value-at-risk and conditional value-at-risk, portfolio construction and optimization methods.

• Department: Mathematics
• Instructor: Mikhail Smirnov
  CULPA: 16 Info
• 3 points

Introduction to Political Analytics

Intro to Political Analyt

Analytics and data-driven decision-making is playing an ever-larger role in modern political campaigns, think tanks, and media discussions of politics. In this foundations course, students learn about the history and evolution of data science in politics in the US and abroad, with a review of recent developments and trends as well as issues related to data governance, data privacy, and data ethics. Students are introduced to the scope of analytic methods employed across a range of relevant areas including campaigns, government, policy-making, and journalism. The course familiarizes students with a range of available tools and the ways in which they can be practically applied to politics and related fields. The course lays the groundwork for the specialized courses which will follow and helps students consider paths they may want to pursue to acquire specific knowledge and skills as they progress through the degree program.

• Department: Political Analytics
• Instructor: Michael Schwam-Baird
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• 2 points

QUANT THRY/METHODOLOGY-SOC SCI

This interdisciplinary course, taken in the fall semester, is a comprehensive introduction to quantitative research in the social sciences. The course focuses on foundational ideas of social science research, including strengths and weaknesses of different research designs, interpretation of data drawn from contemporary and historical contexts, and strategies for evaluating evidence. The majority of the course is comprised of two-week units examining particular research designs, with a set of scholarly articles that utilize that design. Topics include: the “science” of social science and the role of statistical models, causality and causal inference, concepts and measurement, understanding human decision making, randomization and experimental methods, observation and quasi-experimentation, sampling, survey research, and working with archival data.

• Department: Quantitative Methods/Social Sciences
• Instructor: Jingyan Yang
  h-index: 19 Info
• Instructor: Gregory M Eirich
  CULPA: 1 Info
• Instructor: Mike Z He
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• Instructor: Kenneth Grossberger
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• Instructor: Gregory A Kossinets
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• Instructor: Emma Sacks
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• 3 points

MANAGING HUMAN BEHAVIOR IN THE ORGANIZAT

Students will gain an overview of major concepts of management and organization theory, concentrating on understanding human behavior in organizational contexts, with heavy emphasis on the application of concepts to solve managerial problems. By the end of this course students will have developed the skills to motivate employees, establish professional interpersonal relationships, take a leadership role, and conduct performance appraisal.

• Department: Human Capital Management
• Instructor: Skye Cleary
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• Instructor: Aaron S Wallen
  CULPA: 1 h-index: 5 Info
• 3 points

CLIMATE SCI FOR DEC MAK: MOD, ANL & AP

MODELING ANALYSIS AND APPLS

Both human and natural systems are growing more vulnerable to climate variability (e.g., the anomalous weather induced by the El Nino-Southern Oscillation, or the increase in hurricanes that occurs when ocean currents warm the Atlantic) and to human-induced climate change, which manifests itself primarily through increases in temperature, precipitation intensity, and sea level, but which can potentially affect all aspects of the global climate. This course will prepare you to estimate climate hazards in your field thereby accelerating the design and implementation of climate-smart, sustainable practices. Climate models are the primary tool for predicting global and regional climate variations, for assessing climate-related risks, and for guiding adaption to climate variability and change. Thus, a basic understanding of the strengths and limitations of such tools is necessary to decision makers and professionals in technical fields.

This course will provide a foundation in the dynamics of the physical climate system that underpin climate models and a full survey of what aspects of the climate system are well observed and understood and where quantitative uncertainties remain. Students will gain a fundamental understanding of the modeling design choices and approximations that distinguish Intergovernmental Panel on Climate Change (IPCC)-class climate models from weather forecasting models and that create a diversity of state-of-the-art climate models and climate projections.

This course will provide an overview of the ways in which climate model output and observations can be merged into statistical models to support applications such as seasonal and decadal projections of climate extremes, global and regional climate impacts, and decision-making. Students will develop the skills to visualize, analyze, validate, and interpret climate model output, calculate impact-relevant indices such as duration of heat waves, severity of droughts, or probability of inundation, and the strategies to characterize strengths and uncertainties in projections of future climate change using ensembles of climate models and different emission scenarios.

• Department: Sustainability Science
• Instructor: Yutian Wu
  h-index: 15 Info
• 3 points

Proseminar

Proseminar is designed to offer beginning MA and PhD students an overview of (i) the major sub-disciplinary areas that are gathered under the umbrella term ‘classics’, making it a fundamentally interdisciplinary field of enquiry, and (ii) the diverse methodologies that are standardly applied in many subfields of classical research and publication.

• Department: Classics
• Instructor: Elizabeth K Irwin
  CULPA: 7 Info
• Instructor: Katharina Volk
  CULPA: 7 Info
• 1 points

Climate Change Adaptation

Utilizing a case-study approach, this course will offer a focused study of climate change adaptation policy, exploring dimensions of adaption across sectors and scales. With a thematic focus on pervasive global inequities, students will also consider challenges associated with international development and disaster risk management. An inter-disciplinary framework will enrich the course, and students will learn about perspectives from the natural sciences, law, architecture, anthropology, humanitarian aid, and public policy.

• Department: Climate School
• 3 points

INTRO-STAT-ECOLGY/EVOL BIO-LAB

Prerequisites: some background in ecology, evolutionary biology, and/or statistics is recommended. An introduction to the theoretical principles and practical application of statistical methods in ecology and evolutionary biology. The course will cover the conceptual basis for a range of statistical techniques through a series of lectures using examples from the primary literature. The application of these techniques will be taught through the use of statistical software in computer-based laboratory sessions.

• Department: Ecology, Evolution, and Environmental Biology
• Instructor: Steffen Foerster
  Info
• 0 points

INTRO-STAT-ECOLGY/EVOL BIO-LAB

Prerequisites: some background in ecology, evolutionary biology, and/or statistics is recommended. An introduction to the theoretical principles and practical application of statistical methods in ecology and evolutionary biology. The course will cover the conceptual basis for a range of statistical techniques through a series of lectures using examples from the primary literature. The application of these techniques will be taught through the use of statistical software in computer-based laboratory sessions.

• Department: Ecology, Evolution, and Environmental Biology
• Instructor: Steffen Foerster
  Info
• 0 points

CINEMA HIST II: 1930-1960

• Department: Film
• Instructor: Ronald Gregg
  CULPA: 2 Info
• 3 points

DATA ANALYSIS FOR THE SOCIAL SCIENCES

Prerequisites: One semester of undergraduate statistics The data analysis course covers specific statistical tools used in social science research using the statistical program R. Topics to be covered include statistical data structures, and basic descriptives, regression models, multiple regression analysis, interactions, polynomials, Gauss-Markov assumptions and asymptotics, heteroskedasticity and diagnostics, models for binary outcomes, naive Bayes classifiers, models for ordered data, models for nominal data, first difference analysis, factor analysis, and a review of models that build upon OLS. Prerequisite: introductory statistics course that includes linear regression. There is a statistical computer lab session with this course: QMSS G4017 -001 -DATA ANALYSIS FOR SOC SCI

• Department: Quantitative Methods/Social Sciences
• Instructor: Gregory M Eirich
  CULPA: 1 Info
• 3 points

FIFTH YEAR JAPANESE I

Prerequisites: Students must meet with the instructor prior to taking the course. This course is intended to help students increase their ability level in the four core language skills (reading, writing, listening, and speaking) from advanced to super-advanced. It serves as a bridge between mastering the overall Japanese language and using it for analysis, research, and literary criticism. This is a mandatory course for Ph.D students in Japanese Studies.

• Department: East Asian Languages and Cultures
• Instructor: Miharu Nittono
  CULPA: 10 Info
• 4 points

TIME SERIES, PANEL DATA & FORECASTING

This course will introduce students to the main concepts and methods behind regression analysis of temporal processes and highlight the benefits and limitations of using temporally ordered data. Students study the complementary areas of time series data and longitudinal (or panel) data. There are no formal prerequisites for the course, but a solid understanding of the mechanics and interpretation of OLS regression will be assumed (we will briefly review it at the beginning of the course). Topics to be covered include regression with panel data, probit and logit regression of pooled cross-sectional data, difference-in-difference models, time series regression, dynamic causal effects, vector autoregressions, cointegration, and GARCH models. Statistical computing will be carried out in R.

• Department: Quantitative Methods/Social Sciences
• Instructor: Gregory M Eirich
  CULPA: 1 Info
• 3 points

TIME SERIES, PANEL DATA & FORECASTING

This course will introduce students to the main concepts and methods behind regression analysis of temporal processes and highlight the benefits and limitations of using temporally ordered data. Students study the complementary areas of time series data and longitudinal (or panel) data. There are no formal prerequisites for the course, but a solid understanding of the mechanics and interpretation of OLS regression will be assumed (we will briefly review it at the beginning of the course). Topics to be covered include regression with panel data, probit and logit regression of pooled cross-sectional data, difference-in-difference models, time series regression, dynamic causal effects, vector autoregressions, cointegration, and GARCH models. Statistical computing will be carried out in R.

• Department: Quantitative Methods/Social Sciences
• Instructor: Gregory M Eirich
  CULPA: 1 Info
• 3 points

Social, Equity & Governance Consideratio

Considerations for GHG Re

In the 2015 Paris Agreement, the international community vowed to “reach global peaking of greenhouse gas emissions as soon as possible,” and to achieve “rapid emissions reductions thereafter.” Despite that, however, global emissions continue to increase. The lack of progress has spurred interest in the possibility of removing greenhouse gases directly from the atmosphere. Modelling by the Intergovernmental Panel on Climate Change suggests that atmospheric greenhouse gas removal (GHGR) could help to combat climate change in three ways. First, GHGR could be used to reduce net emissions in the short-term, while countries are in the process of decarbonizing. Second, GHGR could be used to offset residual emissions from hard-to-decarbonize sectors (e.g., aviation) and thus achieve net-zero emissions. Third, in the longer-term, GHGR could be used to achieve net-negative emissions if deployed at levels exceeding residual emissions.

Scientists have proposed a variety of GHGR techniques, but questions remain about their efficacy, benefits, and risks. Technical feasibility is not the only consideration as large-scale deployment of GHGR could raise a host of social, ethical, and governance issues. For example, some climate activists have argued GHGR may discourage action to reduce emissions, and further entrench fossil fuel use. Others have expressed concern about the equity and justice implications of deploying GHGR, arguing
that it could exacerbate existing inequalities and place the most vulnerable at greater risk. Existing governance frameworks may not be effective in preventing these negative outcomes nor maximizing the benefits of GHGR.

This course will explore possible technique for large-scale GHGR. We will discuss the feasibility of deploying different techniques, with a particular focus on the ethical, social, and governance issues that large-scale deployment could raise. We will also consider strategies for advancing just and equitable deployment and explore the role of different actors (e.g., governments, the private sector, and civil society) in ensuring that occurs.

• Department: Climate School
• Instructor: Romany Webb
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• 1.5 points

ORAL HISTORY WORKSHOP

This year-long course introduces students to important conversations within and about oral history through a series of curated public lectures. We will meet for six events a semester, plus one session to orient you to the class. From 5:00 – 6:00, students will meet with the speaker for an informal conversation about their career path and research process. The public portion of the event will be from 6:10 to 7:30 PM. You should plan to be in class until 8 in case an event runs slightly over, and so that you can stick around after the event to chat with the speaker or have a glass of wine.

• Department: Oral History
• Instructor: Amy A Starecheski
  h-index: 5 Info
• 1 points

Roots and Branches of Oral History: Part

OH Roots and Branches 1

The goals of Roots and Branches of Oral History: Part 1 are:

To explore the developments of oral history as a trans-disciplinary and global field of study and practice originating in oral form in cultures around the world, including its evolution  as a field of study and practice in the 20th and 21st centuries:  tracing multiple points of origin in often   intersecting fields of memory studies, literature, sociology, anthropology, psychology, history and the arts.  

To support you in developing your own values, ethics and performance of oral history work to define your own approach to theory, practice and interpretation.

• Department: Oral History
• Instructor: Mary M Clark
  CULPA: 1 Info
• 2 points

Climate Change Decision-Making

This course presents decision science to students, showing it to be a source of concepts and techniques to promote more extensive and effective climate action. It emphasizes the relevance of decision science to students who are planning professional careers in climate-focused organizations and sectors, while also being of value to students who plan future studies in academic and professional programs.

As is widely recognized, there has been insufficient progress towards the goals of stabilizing greenhouse gas concentrations at safe levels and of adapting to existing and projected climate impacts. Understanding how individuals and organizations make decisions is a key step to reducing this gap. Decision science can help design resources (finance, regulation, governance, information and communications) in ways that promote action. 

The field of decision science emerged decades ago, drawing on psychology, economics and other social science fields to address problems of poor decision-making in areas such as finance and health. Recent research has extended this field to climate action. It has clarified   the obstacles that impede climate decision-making in many settings, and it has developed techniques to improve these decisions. There is an increasing body of empirical research that tests the effectiveness of these techniques in a wide variety of settings.

This course familiarizes students with central concepts and methods of decision science. The modules of the course focus on specific concepts and on techniques linked to them, drawing on concrete examples from climate-relevant domains such as disaster risk reduction, health, energy, water and food security.  The readings include studies which assess the effectiveness of specific techniques to support climate decisions. The course covers a range of different approaches. It shows that each of these can be useful to address obstacles to effective decision-making, but there is no silver bullet. Instead, the course provides students with means to select the decision techniques that are effective to address specific issues in specific contexts.

• Department: Climate School
• Instructor: Ben S Orlove
  Info
• 3 points

Roots and Branches of Oral History: Part

OH Roots and Branches 2

The goals of Roots and Branches of Oral History: Part 2 are:

To introduce students to Indigenous and de-colonial oral history practices, histories, and futures.

• Department: Oral History
• Instructor: Francine D Spang-Willis
  Info
• 2 points

CINEMA HIST III:1960-1990

• Department: Film
• Instructor: Annette Insdorf
  CULPA: 10 Wikipedia Info
• 3 points

CLOSE READING: GIVING AND RECEIVING ACCO

CLOSE READING: GIVING + R

• Department: Narrative Medicine
• Instructor: Danielle R Spencer
  h-index: 5 Info
• 4 points

CLOSE READING: GIVING AND RECEIVING ACCO

CLOSE READING: GIVING + R

• Department: Narrative Medicine
• Instructor: Danielle R Spencer
  h-index: 5 Info
• Instructor: Maura L Spiegel
  CULPA: 40 Info
• 4 points

ORAL HIST:FIELDWORK/DOCUMENTN

This seminar is the first half of a two-semester practicum in which students will learn and practice the critical skills required to conceptualize, conduct, analyze and disseminate oral history projects in a range of contexts and communities.

 

In the Fall semester, we will learn project design, approaches to interviewing and other genres of oral history, remote and in-person audio recording, transcribing, indexing, and digital archiving. Students will have the option of working on oral history projects conducted in partnership with Fieldwork Partners or working on their own projects. 

 

By the Spring semester course on Curating Oral Histories, students will be expected to be primarily working on their own projects. In the Spring we will focus most of our attention on the analysis and dissemination of oral histories, including audio editing, online presentation, museum exhibits, and other public oral history genres. Our spring work will culminate in a collaboratively curated interactive public exhibit

• Department: Oral History
• Instructor: Amy A Starecheski
  h-index: 5 Info
• 5 points

INTRODUCTION TO MARKETING

Students will learn fundamental marketing concepts and their application. By the end of this class you will know: the elements of a market, company strategy, how to identify customers and competition, the fundamental elements of the marketing mix (product, price, placement and promotion) how to research consumer behavior, and pricing strategies. Students will have extensive use of case study projects. Please note that there are separate online and in-person versions of the course, and the modalities offered may vary by semester. Be sure to check the modalities of the sections offered and enroll in the correct modality for your situation.

• Department: Strategic Communication
• Instructor: Young Mi Park
  Info
• Instructor: Jacqueline Strayer
  Info
• 3 points

COST BENEFIT ANALYSIS

This course is about cost-benefit analysis and the economic evaluations of policies and projects. Cost benefit analysis (CBA) consists of a comprehensive set of techniques used to evaluate government programs. It is now routinely applied in such program areas as transportation, water projects, health, training and education, criminal justice, environmental protection, urban policy and even in the international arena such as foreign direct investment. Many of the techniques of CBA can also be applied to private sector decision-making. The objective of CBA is to determine whether the benefits of a particular program, policy or decision outweigh its costs. The techniques used to determine this are sometimes quite simple, but on other, increasingly frequent occasions are highly sophisticated. Sophisticated cost benefit studies are based on a framework that utilizes the basic concepts of economic theory. In addition, statistical and econometric analyses are often needed to estimate program effects from diverse available data. The course has two parts: methodology and practice. The goal is for students to be practically adept to undertake an independent cost-benefit analysis.

• Department: Sustainability Management
• Instructor: Anyi Wang
  Info
• Instructor: Alexander Heil
  Info
• 3 points

RES SEM IN QUANT MTHS-SOC SCI I

RES SEMINAR I

This course is designed to expose students in the QMSS degree program to different methods and practices of social science research. Seminar presentations are given on a wide range of topics by faculty from Columbia and other New York City universities, as well as researchers from private, government, and non-profit settings. QMSS students participate in a weekly seminar. Speakers include faculty from Columbia and other universities, and researchers from the numerous corporate, government, and non-profit settings where quantitative research tools are used. Topics have included: Now-Casting and the Real-Time Data-Flow; Art, Design - Science in Data Visualization; Educational Attainment and School Desegregation: Evidence from Randomized Lotteries; Practical Data Science: North American Oil and Gas Drilling Data.

• Department: Quantitative Methods/Social Sciences
• Instructor: Gregory M Eirich
  CULPA: 1 Info
• 3 points

RES SEM IN QUANT MTHS-SOC SCI I

This course is designed to expose students in the QMSS degree program to different methods and practices of social science research. Seminar presentations are given on a wide range of topics by faculty from Columbia and other New York City universities, as well as researchers from private, government, and non-profit settings. QMSS students participate in a weekly seminar. Speakers include faculty from Columbia and other universities, and researchers from the numerous corporate, government, and non-profit settings where quantitative research tools are used. Topics have included: Now-Casting and the Real-Time Data-Flow; Art, Design - Science in Data Visualization; Educational Attainment and School Desegregation: Evidence from Randomized Lotteries; Practical Data Science: North American Oil and Gas Drilling Data.

• Department: Quantitative Methods/Social Sciences
• Instructor: Sandhya Kajeepeta
  Info
• 3 points

THEORY & PRACTICE OF LIFE CYCLE ASSESSME

THEORY & PRAC LIFE CYCL ASSMNT

Life Cycle Assessment (LCA), a methodology to assess the environmental impact of products, services, and industrial processes is an increasingly important tool in corporate sustainability management. This course teaches both the theoretical framework as well as step-by-step practical guidelines of conducting LCAs in companies and organizations. Particular emphasis is placed on separating the more academic, but less practically relevant aspects of LCA (which will receive less focus) from the actual practical challenges of LCA (which will be covered in detail, including case studies). The course also covers the application of LCA metrics in a companies’ management and discusses the methodological weaknesses that make such application difficult, including how these can be overcome. Product carbon footprinting (as one form of LCA) receives particular focus, owing to its widespread practical use in recent and future sustainability management.

• Department: Sustainability Management
• Instructor: Christoph J Meinrenken
  h-index: 15 Info
• Instructor: Kim Matsoukas
  Info
• Instructor: Adriana B Kliegman
  Info
• 3 points

DEVELOPMENTAL BIOLOGY

• Department: Biological Sciences
• Instructor: Alice Heicklen
  CULPA: 15 Info
• 3 points

RES SEM IN QUANT MTHS-SOC SCI II

This course has two goals.  One, it is designed to expose students in the QMSS degree program to different methods and practices of social science research.  Seminar presentations are given on a wide range of topics by faculty from Columbia and other New York City universities, as well as researchers from other settings. Two, it is also designed to give students important professional development skills, particularly around academic writing, research methods and job skills.

• Department: Quantitative Methods/Social Sciences
• Instructor: Gregory M Eirich
  CULPA: 1 Info
• Instructor: Sandhya Kajeepeta
  Info
• 3 points

Climate Justice: Theory, Practice & Poli

Clim Justice: Theory -> P

• Department: Climate School
• Instructor: Sheila Foster
  Info
• 3 points

STRATEGIC COMMUNICATION MANAGEMENT

STRATEGIC COMMUNICATION MGMT

This course examines the strategic role for communication in driving organizational outcomes. It covers key aspects of communication management, including how to plan, implement and measure strategic communication initiatives. Students learn to assess organizational needs, identify stakeholders and draft messaging that speaks credibly to a variety of constituencies, both internal and external. We also emphasize fundamental business skills, such as interpreting financial reports and understanding the language of business.

• Department: Strategic Communication
• Instructor: Andrea Legnani
  Info
• Instructor: Gabriel Amor
  Info
• Instructor: Tim Gingrich
  Info
• Instructor: Matthew Sawyer
  Info
• 3 points

STRATEGIC COMMUNICATION MANAGEMENT

STRATEGIC COMMUNICATION MGMT

This course examines the strategic role for communication in driving organizational outcomes. It covers key aspects of communication management, including how to plan, implement and measure strategic communication initiatives. Students learn to assess organizational needs, identify stakeholders and draft messaging that speaks credibly to a variety of constituencies, both internal and external. We also emphasize fundamental business skills, such as interpreting financial reports and understanding the language of business.

• Department: Strategic Communication
• Instructor: Matthew Sawyer
  Info
• Instructor: Don Waisanen
  Info
• Instructor: Cheryl E Hoops
  Info
• 3 points

ILLNESS/DISABILITY NARRATIVES

• Department: Narrative Medicine
• Instructor: Sayantani T Dasgupta
  CULPA: 2 Info
• 4 points

MARKETING STRATEGY

Prerequisites: BUSI PS5020 Introduction to Marketing/or Professor Approval is required Students will develop analytical skills used to formulate and implement marketing driven strategies for an organization. Students will develop a deeper understanding of marketing strategies and how to implement tactics to achieve desired goals. Students will work on case study projects in both individual and team based projects. By the end of this course, you will be able to develop a marketing strategy based on market assessments and company needs.

• Department: Strategic Communication
• Instructor: Sandy Becker
  Info
• 3 points

CORPORATE SUSTAINABILITY REPORTING AND S

CORP SUST REPORTING & STR

The purpose of this course is to provide an overview of trends and best practices in corporate communications relating to sustainability, with a particular focus on global sustainability reporting frameworks and green marketing communications. It is designed for those who hold/will hold positions in organizations with responsibilities for communicating the sustainability goals, challenges and achievements, as well as accurately and honestly communicating the environmental aspects of an organization's products and services. Increasingly, large corporations are creating c-suite roles or dedicated departments to oversee this function. More typically, multiple functions contribute information such as: Corporate Communications, Marketing, Community Affairs, Public Policy, Environmental Health & Safety, R&D, Facilities, Operations and Legal. Benefits of reporting range from building trust with stakeholders, and uncovering risks and opportunities; to contributing to stronger long-term business strategy, and creating new products and services.

• Department: Sustainability Management
• Instructor: Jessica M Thurston
  Info
• Instructor: Suzanne M Klatt
  Info
• Instructor: Carl A Otto
  Info
• 3 points

Experiments

Field experiments have become increasingly important ways of studying the effectiveness of political interventions, be they campaign tactics for mobilizing or persuading voters, fundraising tactics for political or charitable efforts, lobbying, recruiting volunteers, or influencing administrative or judicial outcomes through direct communication.  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 political phenomena. We will discuss a wide array of applications.  Students will learn how to interpret and design experiments. In order to better understand the nuances of experimental design and analysis, we will roll up our sleeves and reanalyze some of the data from the weekly readings.

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

ENTREPRENEURSHIP: DEVELOP/IMPLEMENT NEW

This course is designed for students interested in entrepreneurship and becoming CEO/Founders or leaders in industry as innovators and operators. The class is appropriate for those with a strong interest in new ventures or innovation at the corporate level, or for those who want to develop an entrepreneurial mindset even if you have no plans to start a business. This includes potential entrepreneurs, those interested in the financing of new ventures, working in new ventures, or a portfolio company, or in broader general management of entrepreneurial firms. Entrepreneurial topics include: the entrepreneurial journey, founders & co-founders, the art of the pitch, shaping opportunities, traditional business models, business models for the greater good, the lean startup method and the hypothesis-driven approach, technology strategy, product testing, marketing strategy, entrepreneurial marketing, venture financing and emerging developments. Academic readings, analysis of case studies, class discussions, independent exercises, reading assessments, team work, guest speakers, investor panels, weekly deliverable options and a final investor pitch are the main modalities used to help you learn and assist you on your entrepreneurial path. There are no prerequisites for this course.

• Department: Technology Management
• Instructor: Michael E Jr McGuire
  Info
• 3 points

HLTH PROM/DISEASE PREVNT CLRKSHIP I

• Department: Dental and Oral Surgery
• Instructor: Folarin Odusola
  h-index: 5 Info
• 0 points

PHYSICAL DIAGNOSIS

• Department: Dental and Oral Surgery
• 0 points

Climatic Change: Storytelling Arts, Zeit

This course brings students from The School of the Arts and The Climate School together to explore new and compelling approaches to navigating climate solutions in the worlds we create and the stories we tell in theater, film, television, digital, visual art, and creative writing. In our current era of rapid change and transformation, artists and environmentalists have an important role to play in grasping the zeitgeist through an integrated lens of science, culture, and imagination.

Interdisciplinary collaboration in storytelling can drive feelings of understanding and agency by articulating the massive social changes that are imminent and the emotional uncertainties around climate. There’s a rapidly growing audience for these stories — but there are way too few of them. Delving into key areas of environmental concerns, students will learn how to access and analyze systems of science-based research and innovation, and build new muscles in storytelling, cultural strategies and longterm thinking for a wide range of artistic visions. Arts students will strengthen climate literacy and sciencethinking skills; Climate students will strengthen storytelling skills. We will study the connection between stories and audiences, including multi-cultural perspectives across the platforms where we consume arts and entertainment today. Together we will explore a multitude of narrative structures and styles of storytelling and we will produce fresh thinking for this generation around the role that climate storytelling can play in popular culture and adapting to change. Students will track their evolution of their vision over the span of the course, culminating in Week/Class 11: The Republic of Zeitgeist & Our Future, where students lead and co-teach this class around our collective visions for what our future should be.

Students will participate through creative writing assignments, student-led discussions and team exercises, and watching & reading climate content. We will practice collaborative strategies to explore new ways to tell creative and complex human stories in the arts and assess effective ways to shift culture to imagine and adapt to what life on a transformed global scale may become for all of us.

• Department: Climate School
• Instructor: Lydia Pilcher
  Info
• 3 points

GHG EMISSIONS: MEASURING AND MINIMIZING

GHG EMISSIONS CARBON FOOT

Global greenhouse gas (GHG) emissions are now at a record high, and the world’s scientific community agrees that continued unabated release of greenhouse gases will have catastrophic consequences. Many efforts to curb greenhouse gas emissions, both public and private, have been underway for decades, yet it is now clear that collectively these efforts are failing, and that far more concerted efforts are necessary. In December 2015, the world’s nations agreed in Paris to take actions to limit the future increase in global temperatures well below to 2°C, while pursuing efforts to limit the temperature increase even further to 1.5°C. Achieving this goal will require mitigation of greenhouse gas emissions from all sectors, both public and private. Critical to any attempt to mitigate greenhouse gas emissions is a clear, accurate understanding of the sources and levels of greenhouse gas emissions. This course will address all facets of greenhouse gas emissions accounting and reporting and will provide students with tangible skills needed to direct such efforts in the future.

Students in this course will gain hands-on experience designing and executing greenhouse gas emissions inventories for companies, financial institutions and governments employing all necessary skills including the identification of analysis boundaries,  data collection, calculation of emissions levels, and reporting of results. In-class workshops and exercises will complement papers and group assignments. A key component of this course will be critical evaluation of both existing accounting and reporting standards as well as GHG emissions reduction target setting practices.

This course will introduce many of the challenges facing carbon accounting practitioners and will require students to recommend solutions to these challenges derived through critical analysis. Classes will examine current examples of greenhouse gas reporting efforts and will allow students the opportunity to recommend improved calculation and reporting methods.

• Department: Sustainability Management
• Instructor: Jonathan C Dickinson
  CULPA: 1 Info
• Instructor: Ryan A Meinke
  Info
• Instructor: Anthony M Guerrero
  Info
• 3 points

SECURITY ANALYSIS

Prerequisites: BUSI PS5001 Intro to Finance and BUSI PS5003 Corporate Finance or Professor Approval required. If you have not taken PS5001 or PS5003 at Columbia University, please contact the course instructor for approval. Students will learn about the valuation of publicly traded equity securities. By the end of the semester students will be able to perform fundamental analysis (bottoms-up, firm-level, business and financial analysis), prepare pro forma financial statements, estimate free cash flows and apply valuation models.

• Department: Enterprise Risk Management
• Instructor: Mario Gonzalez-Corzo
  h-index: 8 Info
• 3 points

ESG ALIGNED CORPORATE GOVERNANCE

ESG-ALIGNED CORP GOVERNANCE

Environmental, social and governance issues (‘ESG’) are moving to center stage for corporate boards and executive teams.  This elective course complements management and operations courses by focusing on the perspective and roles of the board and C-suite of corporations, financial institutions and professional firms in addressing ESG risks as well as promoting and overseeing governance aligned with ESG principles. The course focuses on the interchange between the external legal, competitive, societal, environmental and policy ‘ecosystems’ corporations face (which vary around the world) and a company’s internal structure, operations and pressures. We will use the United Nations Guiding Principles on Business and Human Rights and the UN Global Compact Principles (which incorporate all aspects of ESG) as the central frameworks to explore the concept of a corporation’s responsibility to respect and remedy human rights and environmental harms.  We will also examine the Equator Principles and other frameworks that spell out good practices for project finance and other investment decisions, and reference a wide range of the myriad indices, supplier disclosure portals and benchmarks that exist in this inter-disciplinary field.  Relevant regulations, corporate law regimes and court cases will be discussed from the point of view of what business managers need to know. While most of the course will deal with companies and firms serving global, regional or national markets, several examples will deal with the question of how the ESG ecosystem affects or offers opportunities to start-ups.

• Department: Sustainability Management
• Instructor: Jessica M Wasser
  Info
• 3 points

ESG ALIGNED CORPORATE GOVERNANCE

ESG ALIGNED CORP GOVERNAN

Environmental, social and governance issues (‘ESG’) are moving to center stage for corporate boards and executive teams.  This elective course complements management and operations courses by focusing on the perspective and roles of the board and C-suite of corporations, financial institutions and professional firms in addressing ESG risks as well as promoting and overseeing governance aligned with ESG principles. The course focuses on the interchange between the external legal, competitive, societal, environmental and policy ‘ecosystems’ corporations face (which vary around the world) and a company’s internal structure, operations and pressures. We will use the United Nations Guiding Principles on Business and Human Rights and the UN Global Compact Principles (which incorporate all aspects of ESG) as the central frameworks to explore the concept of a corporation’s responsibility to respect and remedy human rights and environmental harms.  We will also examine the Equator Principles and other frameworks that spell out good practices for project finance and other investment decisions, and reference a wide range of the myriad indices, supplier disclosure portals and benchmarks that exist in this inter-disciplinary field.  Relevant regulations, corporate law regimes and court cases will be discussed from the point of view of what business managers need to know. While most of the course will deal with companies and firms serving global, regional or national markets, several examples will deal with the question of how the ESG ecosystem affects or offers opportunities to start-ups.

• Department: Auditing
• Instructor: Jessica M Wasser
  Info
• 0 points

SUSTAINABILITY IN THE FACE OF NATURAL DI

SUST IN FACE OF NATRL DIS

Natural hazards, naturally occurring phenomena, which can lead to great damage and loss of life, pose a great challenge for the sustainability of communities around the world. This course aims to prepare students to tackle specific hazards relevant to their life and work by providing them the scientific background and knowledge of the environmental factors that combine to produce natural disasters. The course will also train students about the methods used to study certain aspects of natural hazards and strategies for assessing risk and preparing communities and businesses for natural disasters. The course will cover a range of natural hazards, including geological, hydro-meteorological, and biological. The course will emphasize the driving physical, chemical and biological processes controlling the various hazards, and the observation and modeling methods used by scientists to assess and monitor events. Many case examples, including hurricanes, earthquakes and volcanic eruptions that occurred in the last five years, will be given and analyzed for the characteristics of the event, the preparation, and the response.

By providing students with a solid understanding of past natural disasters, the course prepares them to think more critically about creating more resilient communities, which can resist catastrophic events. Students will be studying the underpinning scientific principles of natural disasters but will also learn specific strategies for planning, mitigation, and response. During the course, students will master cutting-edge tools and technologies that will prepare them to work in the complex and demanding field of disaster management. After completing the course, students will be able to understand past events, communicate risk, and make critical decision related to disaster and preparedness. In increasingly unpredictable times, there is a need for more resilient and connected communities, and this particular course will train students in both the knowledge and skills needed to lead and strengthen those communities and resilience efforts at scale.

Advising Note:
Students are expected to have taken college-level Calculus, Physics, and Introductory Statistics. Students are expected to have experience with computer based data analysis (Excel, R, Matlab or Python).

• Department: Sustainability Science
• 3 points

SUSTAINABILITY IN THE FACE OF NATURAL DI

SUST IN FACE OF NATRL DIS

Natural hazards, naturally occurring phenomena, which can lead to great damage and loss of life, pose a great challenge for the sustainability of communities around the world. This course aims to prepare students to tackle specific hazards relevant to their life and work by providing them the scientific background and knowledge of the environmental factors that combine to produce natural disasters. The course will also train students about the methods used to study certain aspects of natural hazards and strategies for assessing risk and preparing communities and businesses for natural disasters. The course will cover a range of natural hazards, including geological, hydro-meteorological, and biological. The course will emphasize the driving physical, chemical and biological processes controlling the various hazards, and the observation and modeling methods used by scientists to assess and monitor events. Many case examples, including hurricanes, earthquakes and volcanic eruptions that occurred in the last five years, will be given and analyzed for the characteristics of the event, the preparation, and the response.

By providing students with a solid understanding of past natural disasters, the course prepares them to think more critically about creating more resilient communities, which can resist catastrophic events. Students will be studying the underpinning scientific principles of natural disasters but will also learn specific strategies for planning, mitigation, and response. During the course, students will master cutting-edge tools and technologies that will prepare them to work in the complex and demanding field of disaster management. After completing the course, students will be able to understand past events, communicate risk, and make critical decision related to disaster and preparedness. In increasingly unpredictable times, there is a need for more resilient and connected communities, and this particular course will train students in both the knowledge and skills needed to lead and strengthen those communities and resilience efforts at scale.

Advising Note:
Students are expected to have taken college-level Calculus, Physics, and Introductory Statistics. Students are expected to have experience with computer based data analysis (Excel, R, Matlab or Python).

• Department: Auditing
• Instructor: Einat Lev
  h-index: 16 Info
• 0 points

CELL BIOLOGY

• Department: Biological Sciences
• Instructor: Erin L Barnhart
  Info
• 3 points

Speaking Carbon: Earth Systems, Climate,

C2: Carbon & Climate

This course explores the carbon cycle on Earth and its role in the climate system. Students will gain a broad overview of the cycling of carbon among the major biogeochemical reservoirs, the terrestrial biosphere (Module 1) and the ocean (Module 2), as well as their exchange with the atmosphere. Major topics include climate variability and change on human, millennial, and geological time scales (Module 3). In Module 4, we will explore perturbations to the carbon cycle from human activities, and how the use of fossil carbon since the industrial revolution has led to profound transformations in the cycling of carbon among land, oceans, and atmosphere and disrupted Earth’s climate.

• Department: Climate School
• Instructor: Gisela Winckler
  Info
• 3 points

SUMA PS5046 Critical ESG: Navigating Opp

This course critically examines the growing opposition to Environmental, Social, and Governance (ESG) frameworks in the United States and globally. Students will explore the historical evolution of sustainability, the political, economic, and cultural dimensions of ESG backlash, and how this impacts ESG integration in business, policy, and investment. The objective is to prepare students to engage productively with critiques of ESG in their professional careers, whether in academia, government, or the private sector.

Through an open-discussion format, case studies, and engagement with perspectives from both ESG proponents and skeptics, students will refine their ability to articulate ESG-related arguments, navigate controversy, and develop pragmatic strategies for sustainability leadership in an increasingly polarized landscape.

• Department: Sustainability Management
• Instructor: Aharon Kestenbaum
  Info
• 3 points

SUMA PS5046 Critical ESG: Navigating Opp

This course critically examines the growing opposition to Environmental, Social, and Governance (ESG) frameworks in the United States and globally. Students will explore the historical evolution of sustainability, the political, economic, and cultural dimensions of ESG backlash, and how this impacts ESG integration in business, policy, and investment. The objective is to prepare students to engage productively with critiques of ESG in their professional careers, whether in academia, government, or the private sector.

Through an open-discussion format, case studies, and engagement with perspectives from both ESG proponents and skeptics, students will refine their ability to articulate ESG-related arguments, navigate controversy, and develop pragmatic strategies for sustainability leadership in an increasingly polarized landscape.

• Department: Auditing
• Instructor: Aharon Kestenbaum
  Info
• 0 points

Global Food Trade, Shocks, and Migration

Global Food Trade Shocks

In this course, we examine the complex interdependencies between global food trade systems, climate-related and socioeconomic shocks, and human migration patterns. Together, we'll explore how disruptions propagate through international food networks, analyzing these systems through the lenses of agricultural economics, climate science, and geopolitics. We will investigate how various shocks—from climate extremes and armed conflicts to market volatility and pandemics—impact food security and trigger population movements across diverse regions and scales. Throughout the semester, we'll pay particular attention to climate change as a threat multiplier that intensifies existing vulnerabilities in our global food systems. By combining data analysis, case studies, and theoretical frameworks, we'll develop a nuanced understanding of the food-climate-migration nexus that shapes our modern world. 

This multidisciplinary approach will enable us to examine concepts of resilience and evaluate diverse solutions for strengthening food systems' ability to absorb shocks, from diversified production and redundant supply chains to adaptive governance mechanisms and transformative policy interventions that enhance robustness across scales. We will specifically investigate how different metrics of resilience—including redundancy, diversity, modularity, and connectivity—can be operationalized in food trade networks to reduce vulnerability to cascading failures that often trigger migration responses. Through quantitative analysis and case studies, we'll assess how strategies such as regional food reserves, alternative distribution channels, and early warning systems affect both food security and human mobility patterns. This integrated approach allows us to explore interventions that simultaneously strengthen food systems and provide migration-sensitive adaptations, recognizing that human mobility itself can be both a vulnerability and a resilience strategy in the face of food system disruptions.

• Department: Climate School
• Instructor: Michael J Puma
  h-index: 23 Info
• 3 points

The Politics of Energy Transitions: From

This course examines the complex interplay between energy systems, political power, and societal transformation across historical periods—from the coal-powered dawn of the Industrial Revolution to the contemporary turn to renewables. Throughout, we focus on three interrelated threads: the political economy of energy regime shifts, the role of technological innovation in shaping these transitions, and the centrality of labor and labor politics in energy transitions. Themes and topics include: the relationship between fossil fuels and modern state formation; the centrality of energy resource control to geopolitical power; the history of electrification and its social impacts; the political dimensions of nuclear energy development; the rise of environmental movements; energy justice and democracy; corporate influence on energy policy, labor-environmental coalitions, and the contested politics of climate change mitigation. Though primarily historical in its focus, the course also draws on literature from science and technology studies, environmental sociology, political economy, energy studies, and climate policy analysis. Students will gain insight into how energy transitions both reflect and reshape political possibilities, with particular attention to recent debates surrounding the Green New Deal and other decarbonization strategies.

• Department: Climate School
• Instructor: Leah V Aronowsky
  Info
• 1.5 points

Designing Climate Solutions: Framing Cli

The course addresses an important issue in climate action. Much progress has been made in recent decades in identifying the causes and consequences of climate change, and in developing a wide variety of approaches to address these two. Because of these advances, options for action have multiplied. In many sectors, a set of different approaches have been proposed. Before any one of those approaches is put into practice, it is useful to weigh it in comparison to the other approaches, to see whether it fits the specific context and population best. 

This course critically examines key concepts to enable students to navigate contested terrains and design more effective approaches to climate action. Students will develop skills to critically assess climate narratives, concepts, and communicate with nuance and depth to important audiences in the climate sphere. The frameworks are assessed through a critical lens, looking at the challenges of bridging different languages–whether the six official UN languages, or national and Indigenous languages, or the languages of experts and everyday communities. The course has a strong environmental justice lens as well, looking at how seemingly slight variation in approaches can have significant consequences on marginalized communities. By the end of this course, students will have the tools to critically examine the role of frameworks and language to design impactful climate action. 

The course goes through the main concepts, starting with Module 1: Foundational Climate Systems, which unpacks our use and understanding of the concepts that provide building blocks that the climate movement is built on: nature, environment, society, economy and politics. Central Park will serve as a case study to illustrate the connections and differences between these concepts. This is followed by Module 2: Dynamic Climate Systems, which examines the concepts that describe progress of climate action and the climate movement through time: sustainability, development, resilience, transformation and Indigenous knowledge. Elizabeth Kolbert’s book H is for Hope will serve as a resource to compare these concepts.  Each concept will first be introduced through a lecture for the first half of class, followed by an integration of the concept to real-life contexts through interactive activities, grounding in documents, and projects. Module 3: Multiple Frameworks for Climate Sectors integrates the first two modules and examines their relevance for specific sectors o

• Department: Climate School
• Instructor: Ben S Orlove
  Info
• 3 points

Applied Climate I

This course is a core course for all Climate School students in the MA in Climate and Society and MS in Climate 1.5 credits in the fall and 1.5 credits in the spring. It is a practicum-style course focused on the application of classroom learnings in a range of professional and real-world situations.

At the beginning of the fall semesters, students will be grouped in teams and assigned a previous years’ Capstone project (a summer project that former CS students have produced in partnership with an external partner). Students will use this previous capstone project to practice skills including: stakeholder engagement strategies, communication and presentation skills, systems thinking, and project planning. 

The fall will be focused on grounding in the topic and challenge of the capstone project, stakeholder discovery and mock engagement, and evaluating its application to the New York City context. The spring will be focused on evaluation of problem definition of the client, work planning and project planning, learning from the client and/or alumni about the outcomes and contemporary challenges/applications of the project, and producing a final project as a team. By the end, students will be prepared to fully engage with their own capstone projects in future semesters, will have honed critical skills to support successful professional applications of their Climate School courses, and will have a ‘mission and values statement’ to guide their future practice as professionals.

• Department: Climate School
• Instructor: Johanna Lovecchio
  Info
• 0.5 points

Applied Climate I

This course is a core course for all Climate School students in the MA in Climate and Society and MS in Climate 1.5 credits in the fall and 1.5 credits in the spring. It is a practicum-style course focused on the application of classroom learnings in a range of professional and real-world situations.

At the beginning of the fall semesters, students will be grouped in teams and assigned a previous years’ Capstone project (a summer project that former CS students have produced in partnership with an external partner). Students will use this previous capstone project to practice skills including: stakeholder engagement strategies, communication and presentation skills, systems thinking, and project planning. 

The fall will be focused on grounding in the topic and challenge of the capstone project, stakeholder discovery and mock engagement, and evaluating its application to the New York City context. The spring will be focused on evaluation of problem definition of the client, work planning and project planning, learning from the client and/or alumni about the outcomes and contemporary challenges/applications of the project, and producing a final project as a team. By the end, students will be prepared to fully engage with their own capstone projects in future semesters, will have honed critical skills to support successful professional applications of their Climate School courses, and will have a ‘mission and values statement’ to guide their future practice as professionals.

• Department: Climate School
• Instructor: Sandra Goldmark
  CULPA: 4 Info
• 0.5 points

Applied Climate I

This course is a core course for all Climate School students in the MA in Climate and Society and MS in Climate 1.5 credits in the fall and 1.5 credits in the spring. It is a practicum-style course focused on the application of classroom learnings in a range of professional and real-world situations.

At the beginning of the fall semesters, students will be grouped in teams and assigned a previous years’ Capstone project (a summer project that former CS students have produced in partnership with an external partner). Students will use this previous capstone project to practice skills including: stakeholder engagement strategies, communication and presentation skills, systems thinking, and project planning. 

The fall will be focused on grounding in the topic and challenge of the capstone project, stakeholder discovery and mock engagement, and evaluating its application to the New York City context. The spring will be focused on evaluation of problem definition of the client, work planning and project planning, learning from the client and/or alumni about the outcomes and contemporary challenges/applications of the project, and producing a final project as a team. By the end, students will be prepared to fully engage with their own capstone projects in future semesters, will have honed critical skills to support successful professional applications of their Climate School courses, and will have a ‘mission and values statement’ to guide their future practice as professionals.

• Department: Climate School
• Instructor: Andrew J Kruczkiewicz
  Info
• Instructor: Radley M Horton
  Info
• 0.5 points

MATH FINANCE PRACTITIONERS SEMINAR I

MATH FINANCE PRACTITION S

This seminar offers participants the opportunity to listen to practitioners discuss a range of important topics in the financial industry.  Topics may include portfolio optimization, exotic derivatives, high frequency analysis of data and numerical methods. While most talks require knowledge of mathematical methods in finance, some talks are accessible to a more general audience.

• Department: Mathematics
• Instructor: Jaehyuk Choi
  Info
• 1.5 points

Program Evaluation

Political campaign managers, policymakers, lobbying firms, advocacy organizations, and other professionals operating in the political arena need to be able to distinguish effective programs from ineffectual ones. Electoral campaigns, policy-making initiatives, advocacy efforts, lobbying operations, social movement activities, and media investigations can all be assessed through a program evaluation lens, enabling improved data-based decision-making regarding whether an existing program should be continued, expanded, enhanced, or discontinued. Program evaluation techniques can also be used to assess the potential impact of new programs and to improve the effectiveness of program administration. This course focuses on methods for evaluating program designs, evidence collection, analysis, and interpretation, frameworks for decision-making, and reporting and communicating findings. Students will build upon the foundational knowledge that was established during the Strategic Thinking course and develop practical skills related to various types of program evaluation.

• Department: Political Analytics
• Instructor: Michael Schwam-Baird
  Info
• 2 points

INTERNSHIP IN SOCIAL RESEARCH

This course gives students two credits of academic credit for the work they perform in such an social science oriented internships.

• Department: Quantitative Methods/Social Sciences
• Instructor: Gregory M Eirich
  CULPA: 1 Info
• 1 points

CRITICAL URBAN INFRASTRUCTURE FOR SUSTAI

What are urban infrastructures that promote sustainability? Such infrastructure must reduce environmental pollution at all scales, provide necessary urban services efficiently and enhance urban resilience to multiple potential crises. Sustainable infrastructure also must promote social and economic equity and environmental justice. And sustainable infrastructure must be economically feasible. This class will use these concepts to evaluate urban infrastructure and identify challenges to making urban infrastructure sustainable. Importantly, the course will use theories of urban transitions to help identify the drivers of potential change in infrastructure development and envision the emergence of sustainable infrastructure. This class will examine these notions across the energy, transportation, water supply and waste water treatment, buildings, health and open space urban sectors.

• Department: Sustainability Management
• Instructor: Peter J Marcotullio
  Info
• 3 points

New York City s Climate Policy From Sa

NYC Climate Policy Sandy-

Following the events of Hurricane Sandy, New York City has emerged as a leading city for climate action, pushing forward and experimenting with a broad range of climate policies and tools, including climate adaptation and resilience measures, decarbonization actions and legislation, environmental justice, and fossil fuel divestment, among others. 

This course will offer a focused study of New York City’s approach to confronting our climate crisis.  This will include an exploration of the many actions taken by NYC, their effectiveness, and proposals to build upon or improve them. This course is designed to encourage active participation and practical application of the material. The assignments and activities aim to help students build a solid understanding of key concepts while developing analytical skills, which will then apply to real-world scenarios. Guest lecturers with experience in New York City’s climate policy actions may join from time to time.

• Department: Climate School
• Instructor: Daniel A Zarrilli
  Info
• 1.5 points

INTERNSHIP IN SOCIAL RESEARCH II

INTERNSHIP IN SOCIAL RSRC

• Department: Quantitative Methods/Social Sciences
• Instructor: Gregory M Eirich
  CULPA: 1 Info
• 1 points