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Harvard
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Developmental and Regenerative Biology
The field of developmental biology provides insights on a most interesting question: how do all of the cells in our bodies arise from a single cell, the fertilized egg? This graduate seminar probes this question through critical analysis of the primary literature. Both classical as well as...
This course teaches all the math not taught in the traditional calculus/linear algebra sequence that is needed to take more advanced courses in theory of computation and/or algorithms. That is, it teaches discrete mathematics, logic, and basic probability, but does not teach calculus or linear...
Building upon the material in CSCI E-109a, the course introduces advanced methods for statistical modeling, representation, and prediction. Topics include multiple deep learning architectures such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), transformers, language...
This course is a capstone for students earning a Master of Liberal Arts, sustainability degree. Course deliverables include a detailed actionable/measurable sustainability action plan (project report) as well as a presentation to be given to the class and to client stakeholders. Appropriate clients...
This course is the fourth of a four-part sequence intended to introduce the student to the language and world of classical Greece. The main goal of the course is to provide the student with a comprehensive introduction to the classical Greek language. Students improve their understanding of...
Global Mergers and Acquisitions Design: Digital Business Model Innovation and Cross-Border Deals
In rapidly evolving markets and industries with patterns of digital disruption, business model innovation, and global value chain strategies are paramount to increasing shareholder value and propelling growth. Business strategies have to be sensitive to their specific ecosystem and should be...
This course is the second of a four-part sequence intended to introduce the student to the language and world of classical Greece. The main goal of the course is to provide the student with a comprehensive introduction to the classical Greek language. Students improve their understanding of...
Feature writing combines the literary craft of fiction with the fact-gathering skills of the journalist, historian, and documentary filmmaker. The best feature stories are both timely and timeless, using a narrative as a vehicle to touch upon something expansive, some universal truth or subtle...
This course provides instruction in writing for students considering careers or advanced study in the natural, computational, or applied sciences. Through critical reading of key examples of the genres of scientific literature, students study how scientific texts address an audience, make claims,...
This course helps students become aware of the factors that really influence decision outcomes. Using cases, readings about the latest scientific research, and discussions, students get both practical and academic insights. They should become better at making decisions and much better at...
This laboratory course allows students to gain familiarity with laboratory techniques and apparatus, and to apply their knowledge of concepts from CHEM E-1bx in a laboratory situation. Prior to each lab, students read the lab experiment and complete a pre-laboratory report.
Proseminar: Introduction to Graduate Studies in Journalism
This graduate proseminar introduces students to the fundamentals and practices of journalism at the graduate level—research, interviewing, reporting, and writing—by exposing them to a variety of reporting assignments. Students learn how to construct a lead as well as how to structure a story. They...
Concerned about toxics in consumer products? Join this course to examine the topic from multiple perspectives: the science of hazard and risk, the factors that drive outrage, and the regulations designed to protect us. The course content is designed to demystify underlying scientific concepts. Case...
In this course, students learn application skills melding the best of learning strategies, learning theory, and mind-brain education research. This course is intended to provide managers, trainers, learning designers, and teachers with skills to manage their instructional design and teaching tools,...
Most machine learning models focus on cross-sectional data, while most time-series models focus on time series with few variables and low-frequency data. This course covers the skills and models to handle big data that are both rich in variables and time. We discuss both structural models and...
This course focuses on children and adolescents and looks at factors that have an impact on their health, growth, and development. Increasingly, it is understood that child health depends on a complex of interrelated factors. Biologic and genetic issues are very important in determining children's...
Why does it seem that some people are so resilient and content? This course looks at psychological and physical health from the perspective of positive psychology. The major focus is on mindfulness theory and its relationship to stress and coping, illness and wellness, decision-making, and...
American politics, in general, and presidential campaigns, in particular, hold many lessons for leading for-profit and not-for-profit start-up ventures. Capital must be raised; a large, diverse team must be organized and deployed; and a brand must be developed and sold. The hours are long, the...
The Science of Physical Activity for Health and Well-Being
Exercise is medicine and fundamental to good health. Given the current epidemic of disease related to sedentary behavior, it is imperative to train future health-care providers to understand the relationship between physical activity and health. There is also a need to educate health-care...
This course exposes the student to the basic principles of test construction and interpretation, including issues related to reliability and validity. Additionally, issues related to test administration, scoring, and reporting are explored, with emphasis given to the ethical uses of tests....
How would you choose the ideal worker out of 400 applicants? Is it possible to predict employee motivation? Are virtual teams more effective than in-person teams? Questions like these can be answered through the help of industrial and organizational (I/O) psychology, which is the application of...
The goal of this course is to discuss the almost 400 year history of financial crisis from the tulip bubble through the subprime mortgage crisis of 2008 and culminating in the collapse of the Silicon Valley Bank in 2023. We ascertain recurring historical patterns of financial bubbles without,...
This course provides an introduction to the field of nonprofit fundraising, also called development or advancement. It is designed for nonprofit executives and managers who are unfamiliar with development, professionals wishing to transition into the nonprofit sector, individuals seeking to get a...
Artificial intelligence (AI) and deep learning applications have proliferated and are having an increasing impact on industry, sciences, and engineering. This course expounds on those trends and enables students to engage in advanced research and development in AI and deep learning. We investigate...
Secure Applications: Managing the Deployment Infrastructure
You have spent time designing, developing, and testing your web-facing, internet accessible, or internet of things (IoT) or industrial control systems (ICS) product and have released it into a world of ever-changing and constantly more aggressive cyber threats. How do you know if it is really...
In this course we examine ways to accelerate the transition towards an economy that, by design, regenerates the Earth's biosphere and its ability to provide the ecosystem services that sustain the economy itself—and all life. This course uses the circular economy framework as a departure point,...
The scientific study of sleep is an area of research that is both highly diverse and among the most interdisciplinary and unifying of topics in psychology and neuroscience. In the past several decades, exciting new discoveries on the neurobiology of sleep have been facilitated by technologies such...
This course introduces students to the theoretical underpinnings and practical challenges of survey research, designed to help students better understand, interpret, and critically evaluate surveys and public opinion polls.
Psychosis is among the most mysterious states of the human mind. It is a symptom of several psychiatric disorders, most notably schizophrenia. It can also be experienced temporarily under the influence of psychoactive drugs, sleep loss, or extreme stress. In this course, we discuss the symptoms and...
This course provides the intellectual framework used in the private equity process: valuation in private equity settings, creating term sheets, and the process of due diligence and deal structuring. Other learning objectives include building an understanding of harvesting through initial public...
This course offers a hands-on training experience in collections care, documentation, and processing at the Harvard Museum of the Ancient Near East, Museum of Comparative Zoology, and Collection of Historical Scientific Instruments. Students work directly with collections management, curatorial,...
White Rage: Progress and Backlash in American History
This course examines how people struggled to achieve the full-promise of freedom throughout American history. The organizing theme of this course is the cycle of progress and retrenchment, of revolutions and counter-revolutions, that has come to define American life. The course begins with enslaved...
Through individual and group exercises, monologues, improvisations, and scene studies, this dramatic arts workshop—eclectic in method—helps students develop their acting potential and sharpen their performing skills. Previous theater study is not required. Students may only take DRAM E-10 or DRAM...
Negotiation and Organizational Conflict Resolution
This course provides a comprehensive introduction to the concept and types of negotiation. It is designed for students who wish to manage individual and organizational conflict and negotiations more effectively based on the premise that those in management positions engage in some form of...
Complex analysis is the study of functions of a complex variable. A complex variable (z) can take on the value of a complex number (x + iy), where i is the unit imaginary number and x and y represent real numbers. Differentiation and integration of complex functions involve procedures used to...
Crafting the Thesis Proposal in Government, History, and International Relations Tutorial
This tutorial helps students develop an academically strong thesis proposal. During the semester, they map critical issues of project design such as scope, background, methodology, and expected outcomes. Students are encouraged to contact their research advisor well before the required CTP...
Crafting the Thesis Proposal in Dramatic Arts, English, and Religion Tutorial
This tutorial helps students develop an academically strong thesis proposal. During the semester, they map critical issues of project design such as scope, background, methodology, and expected outcomes. Students are encouraged to contact their research advisor well before the required CTP...
This course provides an analytic and applied overview of both microeconomics and macroeconomics. In the microeconomic portion of the course, we examine exactly how prices are determined in competitive markets and what can distort that determination. Market structure is analyzed, including the...
Supervised learning algorithms, such as support-vector machines, random forests, and neural networks have demonstrated phenomenal performance in the era of big data. However, they often fail in answering the question, what would happen if the world changed in some specific way while holding other...
Crimes against art are a multi-billion dollar per year illicit activity. They range from thefts from museums and homes to the trafficking of looted antiquities. This course explores the impacts of art crimes and the methods of investigating them through the use of real-world examples.
The thesis is an opportunity to work with an assigned thesis director on a research project of your own design that contributes to the scholarly literature in your field. You emerge from the thesis process with a solid understanding of how original research is executed and how to best communicate...
Pursue your own undergraduate research project under the supervision of an Extension School instructor or a faculty member at another Harvard school. The reading and research course counts as four upper-level credits toward your concentration and field of study. It can also fulfill Harvard...
Pursue your own undergraduate research project under the supervision of an Extension School instructor or a faculty member at another Harvard school. The reading and research course counts as four upper-level credits toward your concentration and field of study. It can also fulfill Harvard...
Pursue your own undergraduate research project under the supervision of an Extension School instructor or a faculty member at another Harvard school. The reading and research course counts as four upper-level credits toward your concentration and field of study. It can also fulfill Harvard...
This course examines habits and habit change at several levels of analysis, including the biological (neurobiological), psychological (emotional, cognitive, and behavioral), and socio-cultural levels. Some of the topics we cover include the definition and measurement of habits, individual...
Computer vision (CV) is an exciting and rapidly changing field. In a little over a dozen years, deep learning algorithms have revolutionized many aspects of computer vision. Applications that were infeasible or impractical a few years ago are now in routine production. These advances allow...
Evolutionary psychology is the application of principles from evolutionary biology to the study of human behavior. In this course, we explore the underlying theories in evolutionary psychology and how they have been applied to topics covering the range of human experience, including cooperation,...
The Politics of Climate Change and the Environment
Climate change, as well as a host of environmental challenges like access to clean water, pose an existential threat to our planet. This course studies how politics can be both an obstacle and a solution to solving these problems. Students may not count both GOVT E-1722 and GOVT S-1511 (offered...