This course covers the following topics: solving systems of linear equations; matrices and linear transformations; image and kernel of a linear transformation; matrices and coordinates relative to different bases; determinants; eigenvalues and eigenvectors;…
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This course introduces students to the demands and conventions of academic reading and writing. It focuses on analyzing texts, building effective arguments, and using evidence and secondary source material. Instruction on the stages of the writing process,…
This course presents the basic analytical tools of microeconomics. We start by looking at the decision-making of individual consumers and ask how these decisions can be optimized or improved. Next, we look at the ways firms make and coordinate their decisions…
The goal of this course is to develop skills for making corporate investment and financing decisions. Topics include discounted cash flow and other valuation techniques; risk and return; capital asset pricing model; corporate capital structure and financial…
Explore how museums are at the forefront of digital innovation, integrating cutting-edge technologies to enhance visitor experiences and operational efficiency. This course delves into the transformative impact of emerging technologies such as augmented…
The ability of the film editor to shape a story is one of the most exciting and rewarding parts of the filmmaking process. This course serves as an introduction to the art of video post-production. We explore the theory and practice of various editing styles…
This course introduces students to the microbial species that cause human disease. We cover bacteria, fungi, viruses, and protozoa, and discuss current topics including antibiotic resistance, public health threats, and the microbiome. There is no laboratory…
This course provides students with the opportunity to complete a capstone project related to their professional interests. Capstone projects can include an analysis of a compelling and hotly debated issue within the field of museum studies or, perhaps,…
In this comprehensive and practical introduction to marketing management, students improve their ability to make effective marketing decisions, including assessing marketing opportunities and developing marketing strategies and implementation plans. Course…
This course presents a toolkit for maximizing risk-adjusted investment returns. Students closely examine the four sources of real estate returns (cash flow, appreciation, loan amortization, and tax advantages) which have an impact on their investment…
This course is an introduction to the analysis of the causes and character of international conflict and cooperation. Theories of international relations are presented and then applied to contemporary and historical cases. The course begins with a…
In this course, students use a design thinking methodology to design and develop an authentic learning product or experience. Each student prepares a product, such as a course or workshop, social learning community, website, or software application. Using…
This course helps students build on their existing knowledge and experience and grow into a more agile, creative, and focused negotiators. This highly interactive course delves into the strategic System 2 Thinking and planning that drive success in multiple…
This course provides a comprehensive foundation in full-stack Javascript-based web development, integrating NodeJS servers, client-side frameworks, and cloud services to build dynamic, interactive web applications. Students learn the basics of server-side web…
The thesis is an opportunity to work with an assigned thesis director on a software engineering research project that may involve requirements gathering and prototype development to evaluate the research hypotheses. You emerge from the thesis process with a…
This course is an introduction to computer science for students without prior programming experience. It explores algorithmic thinking, problem-solving, and data analysis using Python, a programming language with a simple syntax and a powerful set of…
In this comprehensive and practical introduction to marketing management, students improve their ability to make effective marketing decisions, including assessing marketing opportunities and developing marketing strategies and implementation plans. Course…
This course explores the concepts and algorithms at the foundation of modern artificial intelligence (AI), diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on…
CRISPR is a recent gene-editing technology providing an efficient, effective, and precise solution to genetic engineering with applications in the health care, biotechnology, and agriculture industries. CRISPR has a promising potential to transform diseases…
This course explores the opaque world of intelligence and international security. The course begins with a survey of disciplines and methods of analysis before reviewing intelligence requirements as a component in policy processes that drive and inform…
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…
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 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.
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…
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…
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,…
This course provides students with the opportunity to complete a capstone project related to their professional interests. Capstone projects can include an analysis of a compelling and hotly debated issue within the field of museum studies or, perhaps,…
This course introduces non-mathematical business professionals to data science principles including generative artificial intelligence (AI) like ChatGPT that are widely used in today's corporations. Quantitative methods affect many of today's interactions for…
This is a practical design course on perspectives, tools, and methods for going from an idea for a product or service to an interactive design prototype ready for handoff to a development team, with artificial intelligence (AI) as a native part of the design…
This course explores a wide range of topics within cybersecurity, such as computer operating systems, infrastructure, network, and internet security; intrusion detection and prevention; cryptography; basic attack methodologies; attack mitigation; information…
Data science, artificial intelligence (AI), and creative systems are transforming how organizations make decisions, generate content, and interact with the world. These technologies operate across a full stack—from data collection and model development to…
When Ralph Waldo Emerson gives his "The Transcendentalist" lecture in 1842, he states that American Transcendentalists are "idealists" who were once "materialist." "Every materialist will be an idealist; but an idealist can never go backward to be a…
The course allows students to gain familiarity with laboratory techniques and data analysis, and to apply their knowledge of concepts from BIOS E-1bx in simulated laboratory scenarios.
The course examines the brain at the levels of molecules, cells, circuits, and behavior. It covers brain anatomy and function, sensory and motor systems, cognitive processes, emotional regulation, learning, memory, sleep, attention, neurodiversity, and…
This course examines selected learning theories that have shaped—and are shaping—the development of educational offerings like programs and exhibitions in museums and similar informal learning environments. We explore a variety of ways that learning happens…
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…
Museums encompass not only their collections and exhibits but all the people who contribute to their successes. These individuals may be involved in legal matters relating to governance, operations, personnel, intellectual property including digital media,…
This course is designed for students who wish to build upon the skills developed in EXPO E-25 in order to produce more advanced research and writing in the social sciences. The course is also appropriate for students who wish to review their research and…
This course delves into storytelling through photojournalism, documentary, and art photography, designed for students with basic to intermediate skills looking to improve their visual storytelling and skills. We explore a range of photographic books to…
This course is designed for students who wish to build upon the skills developed in EXPO E-25 in order to produce more advanced research and writing in the social sciences. The course is also appropriate for students who wish to review their research and…
This course helps business professionals improve their writing so that they are better equipped to accomplish their educational and professional goals. Students practice some of the essential forms of business writing, including e-mail messages, cover…
Mandatory greenhouse gas (GHG) reporting is now the law in 40 countries across the world, including the United Kingdom, many European Union member states, North America, Australia, Japan and soon South Africa. This course investigates best practices and…
This course is a review of the elements of grammar. We examine sentence structure, correct verb forms, case of pronouns, agreement, punctuation, and restrictive and nonrestrictive (that/which) clauses. Along the way, we learn something of the power and the…
This course introduces the basic principles, methods, and challenges of modern managerial accounting. It covers traditional topics such as job-order costing, cost-volume-profit analysis, budgeting and variance analysis, profitability analysis, relevant costs…
This course is designed for professionals looking to build competency in strategic foresight by learning about and practicing the most widely used foresight tool: scenario-based planning. As opposed to forecasting, which seeks to predict one likely event,…
This course is designed to prepare students to interpret and analyze financial statements for tasks such as credit and security analyses, lending and investment decisions, and other decisions that rely on financial data. This course explores in greater depth…
This course offers a comprehensive examination of diversity, equity, inclusion, and belonging (DEIB) within organizational contexts, focusing on practical strategies for fostering inclusive environments and driving positive change. Furthermore, this course…
This proseminar addresses problems and methods related to the study of government, history, and international relations. It stresses the critical analysis of sources, constructing explanatory models, standards of logical demonstration, as well as organizing…
Advancements in artificial intelligence (AI) and its applications have given rise to a myriad of questions about the nature and limits of intelligence, as well as the ethical implications of the evolution of technology for what it means to be human in the age…
Should we pursue happiness, and if so, what is the best way to do it? This course critically assesses the answers to these questions given by thinkers from a wide variety of different places, cultures, and times, including Stoicism, Epicureanism, Buddhism,…