Online courses directory (2511)

This course examines how randomization can be used to make algorithms simpler and more efficient via random sampling, random selection of witnesses, symmetry breaking, and Markov chains. Topics covered include: randomized computation; data structures (hash tables, skip lists); graph algorithms (minimum spanning trees, shortest paths, minimum cuts); geometric algorithms (convex hulls, linear programming in fixed or arbitrary dimension); approximate counting; parallel algorithms; online algorithms; derandomization techniques; and tools for probabilistic analysis of algorithms.

Reading Fiction is designed to sharpen your skills as a critical reader. As we explore both short stories and novels focusing on the theme of "the city in literature," we will learn about the various elements that shape the way we read texts - structure, narrative voice, character development, novelistic experimentation, historical and political contexts and reader response.

This course explores the form, content, and historical context of various works of fiction specifically through the thematic lens of "dysfunctional families." We will focus primarily on questions pertaining to the structure, language, story, and characters of these fictional works.

Great works of fiction often take us to far-off places; they sometimes conduct us on journeys toward a deeper understanding of what's right next door. We'll read, discuss, and interpret a range of short and short-ish works: The reading list will be chosen from among such texts as "Gilgamesh," Homer's Odyssey (excerpts), Bunyan's The Pilgrim's Progress (excerpts), Swift's Gulliver's Travels, Mary Shelley's Frankenstein, Conrad's Heart of Darkness, Saleh's Season of Migration to the North, Woolf's To the Lighthouse, John Cheever's "The Swimmer," Coetzee's The Life and Times of Michael K, Irving's "Rip Van Winkle," Toni Morrison's Jazz, H. G. Wells' The Time Machine, Twain's The Adventures of Huckleberry Finn, Beckett's How It Is, Calvino's Invisible Cities, Forster's A Passage to India. As a CI-H class, this subject will involve substantial practice in argumentative writing and oral communication.

"Reading Poetry" has several aims: primarily, to increase the ways you can become more engaged and curious readers of poetry; to increase your confidence as writers thinking about literary texts; and to provide you with the language for literary description. The course is not designed as a historical survey course but rather as an introductory approach to poetry from various directions – as public or private utterances; as arranged imaginative shapes; and as psychological worlds, for example. One perspective offered is that poetry offers intellectual, moral and linguistic pleasures as well as difficulties to our private lives as readers and to our public lives as writers. Expect to hear and read poems aloud and to memorize lines; the class format will be group discussion, occasional lecture.

This course will examine the origins, structure and functions of the U.S. Intelligence Community and its relationship to national security policy. It will look in some detail at the key intelligence agencies and the functions they perform, including collection, analysis, counterintelligence and covert action. It will also look at some of the key intelligence missions, such as strategic warning, counterterrorism, counterproliferation, and counterinsurgency. Finally, it will examine some of the major controversies concerning intelligence, including its successes and failures, relationship to policymakers, congressional oversight, and the need for reform.

This course examines the politics of international economic relations. We begin with a discussion of the analytical "lenses" through which we can view the global economy. We then examine the politics of trade policy, multinational corporations, and international monetary and financial relations. We will also examine third-world development, communist transition, and the debate over "globalization." Finally we will explore the fight against terrorist financing and money laundering, the proper role of international financial institutions (including the IMF), and the impact of the global economy on the ability of governments to make policy within their own borders.

This course focuses on strategic and political implications of ongoing trends in global energy markets, particularly markets for crude oil and natural gas. The course examines the world's major oil and natural gas producing regions: the Middle East, the Caspian Region, Russia, Venezuela, and the North Sea. Producer-consumer relationships are considered for China, India, Japan, and the United States. United States foreign policy implications, especially with respect to China, are discussed.

This seminar aims to develop a teaching knowledge of the field through extensive reading and discussion of major works. The reading covers a broad range of topics - political, economic, social, and cultural - and represents a variety of historical methods.

In keeping with the tradition of the last twenty-some years, the Readings in Optimization seminar will focus on an advanced topic of interest to a portion of the MIT optimization community: randomized methods for deterministic optimization. In contrast to conventional optimization algorithms whose iterates are computed and analyzed deterministically, randomized methods rely on stochastic processes and random number/vector generation as part of the algorithm and/or its analysis. In the seminar, we will study some very recent papers on this topic, many by MIT faculty, as well as some older papers from the existing literature that are only now receiving attention.

This course covers the fundamentals of mathematical analysis: convergence of sequences and series, continuity, differentiability, Riemann integral, sequences and series of functions, uniformity, and the interchange of limit operations. It shows the utility of abstract concepts and teaches an understanding and construction of proofs. MIT students may choose to take one of three versions of Real Analysis; this version offers three additional units of credit for instruction and practice in written and oral presentation.

The three options for 18.100:

• Option A (18.100A) chooses less abstract definitions and proofs, and gives applications where possible.
• Option B (18.100B) is more demanding and for students with more mathematical maturity; it places more emphasis from the beginning on point-set topology and n-space, whereas Option A is concerned primarily with analysis on the real line, saving for the last weeks work in 2-space (the plane) and its point-set topology.
• Option C (18.100C) is a 15-unit variant of Option B, with further instruction and practice in written and oral communication. This fulfills the MIT CI requirement.

This half-semester course introduces and surveys the major public capital market real estate vehicles, REITs and MBS (with primary emphasis on CMBS). Some background is also included in basic modern portfolio theory and equilibrium asset pricing. This course is primarily designed to provide MSRED students with a basic introduction to the public capital market sources of financial capital for real estate, and how those markets value such capital investments.

This course, offered by the MIT Center for Real Estate, focuses on developing an understanding of the macroeconomic factors that shape and influence markets for real property. We will develop the theory of land markets and locational choice. The material covered includes studies of changing economic activities, demographic trends, transportation and local government behavior as they affect real estate.

This course is an introduction to the most fundamental concepts, principles, analytical methods and tools useful for making investment and finance decisions regarding commercial real estate assets. As the first of a two-course sequence, this course will focus on the basic building blocks and the "micro" level, which pertains to individual properties and deals.

To provide instruction and dialog on practical ethical issues relating to the responsible conduct of human and animal research in the brain and cognitive sciences. Specific emphasis will be placed on topics relevant to young researchers including data handling, animal and human subjects, misconduct, mentoring, intellectual property, and publication.

This course explores the detection and measurement of radio and optical signals encountered in communications, astronomy, remote sensing, instrumentation, and radar. Topics covered include: statistical analysis of signal processing systems, including radiometers, spectrometers, interferometers, and digital correlation systems; matched filters and ambiguity functions; communications channel performance; measurement of random electromagnetic fields, angular filtering properties of antennas, interferometers, and aperture synthesis systems; and radiative transfer and parameter estimation.

2010 marks the 400th anniversary of Galileo's astonishing sightings of features on the moon, stars, and moons around Jupiter that no one had seen before. Recreate these new ways of seeing and exploring from the materials and techniques Galileo had on hand, while you reflect on the times and works of Galileo. What was it like to improvise new ways of seeing and exploring from the materials and techniques on hand? What do we notice? What surprises us? How can we relate to past experience and ideas? What are we curious to research? How does our experimenting grow into our learning? Let your own curiosity drive your explorations.

2010 marks the 400th anniversary of Galileo's astonishing sightings of features on the moon, stars, and moons around Jupiter that no one had seen before. Recreate these new ways of seeing and exploring from the materials and techniques Galileo had on hand, while you reflect on the times and works of Galileo. What was it like to improvise new ways of seeing and exploring from the materials and techniques on hand? What do we notice? What surprises us? How can we relate to past experience and ideas? What are we curious to research? How does our experimenting grow into our learning? Let your own curiosity drive your explorations.

The course is an introduction to the approach of Reflective Practice developed by Donald Schön. It is an approach that enables professionals to understand how they use their knowledge in practical situations and how they can combine practice and learning in a more effective way. Through greater awareness of how they deploy their knowledge in practical situations, professionals can increase their capacities of learning in a more timely way. Understanding how they frame situations and ideas helps professionals to achieve greater flexibility and increase their capacity of conceptual innovation.

The objective of the course is to introduce students to the approach and methods of reflective practice by raising their awareness about their own cognitive resources and how they use them in their practice. The course will introduce theories of learning, knowledge generation, framing and reframing, theories of action, reflection-in-practice, and conceptual innovation, and provide students with opportunities to experiment with these theories in real life through practical exercises in which they reflect on real situations that they have faced in their past professional experience. Through these practical exercises, students will have the opportunity to reflect on their thinking capacities in the context of their practice.

For the last century, precepts of scientific management and administrative rationality have concentrated power in the hands of technical specialists, which in recent decades has contributed to widespread disenfranchisement and discontent among stakeholders in natural resources cases. In this seminar we examine the limitations of scientific management as a model both for governance and for gathering and using information, and describe alternative methods for informing and organizing decision-making processes. We feature cases involving large carnivores in the West (mountain lions and grizzly bears), Northeast coastal fisheries, and adaptive management of the Colorado River. There will be nightly readings and a short written assignment.