18.465 Topics in Statistics: Nonparametrics and Robustness (MIT)
This graduate-level course focuses on one-dimensional nonparametric statistics developed mainly from around 1945 and deals with order statistics and ranks, allowing very general distributions.
For multidimensional nonparametric statistics, an early approach was to choose a fixed coordinate system and work with order statistics and ranks in each coordinate. A more modern method, to be followed in this course, is to look for rotationally or affine invariant procedures. These can be based on empiri
21F.716 Introduction to Contemporary Hispanic Literature (MIT)
This course studies important twentieth century texts from Spain and Latin America. The readings include short stories, theatre, the novel and poetry. This subject is conducted in Spanish and all reading and writing for the course is also done in Spanish.
STS.067 Scientific Visualization across Disciplines: A Critical Introduction (MIT)
This subject exposes students to a variety of visualization techniques so that they learn to understand the work involved in producing them and to critically assess the power and limits of each. Students concentrate on areas where visualizations are crucial for meaning making and data production. Drawing on scholarship in science and technology studies on visualization, critical art theory, and core discussions in science and engineering, students work through a series of case studies in order t
6.011 Introduction to Communication, Control, and Signal Processing (MIT)
This course is taken mainly by undergraduates, and explores ideas involving signals, systems and probabilistic models in the context of communication, control and signal processing applications. The material expands out from the basics in 6.003 and 6.041. The treatment involves aspects of analysis, synthesis, and optimization. Topics covered differ somewhat from semester to semester, but typically include: random processes, correlations, spectral densities, state-space modeling, multirate proces
2.701 Introduction to Naval Architecture (13.400) (MIT)
This course is an introduction to principles of naval architecture, ship geometry, hydrostatics, calculation and drawing of curves of form. It also explores concepts of intact and damaged stability, hull structure strength calculations and ship resistance. Projects include analysis of ship lines drawings and ship model testing.
This course was originally offered in Course 13 (Department of Ocean Engineering) as 13.400. In 2005, ocean engineering subjects became part of Course 2 (Department
2.993J Introduction to Numerical Analysis for Engineering (13.002J) (MIT)
This course is offered to undergraduates and introduces students to the formulation, methodology, and techniques for numerical solution of engineering problems. Topics covered include: fundamental principles of digital computing and the implications for algorithm accuracy and stability, error propagation and stability, the solution of systems of linear equations, including direct and iterative techniques, roots of equations and systems of equations, numerical interpolation, differentiation and i
7.340 Nano-life: An Introduction to Virus Structure and Assembly (MIT)
Watson and Crick noted that the size of a viral genome was insufficient to encode a protein large enough to encapsidate it and reasoned, therefore that a virus shell must be composed of multiple, but identical subunits. Today, high resolution structures of virus capsids reveal the basis of this genetic economy as a highly symmetrical structure, much like a geodesic dome composed of protein subunits. Crystallographic structures and cryo-electron microscopy reconstructions combined with molecular
21F.084J Introduction to Latin American Studies (MIT)
This course is designed as an introduction to Latin American politics and society for undergraduates at MIT. No background on the region is required. Overall workload (reading, writing, class participation, and examinations) is similar to that of other HASS-D courses. Many of the themes raised here are covered in greater detail in other courses: 21F.020J (New World Literature), 21F.716 (Introduction to Contemporary Hispanic Literature), 21F.730 (Twentieth and Twentyfirst-Century Spanish American
11.601 Introduction to Environmental Policy and Planning (MIT)
This course is the first subject in the Environmental Policy and Planning sequence. It reviews philosophical debates including growth vs. deep ecology, "command-and-control" vs. market-oriented approaches to regulation, and the importance of expertise vs. indigenous knowledge. Its emphasis is placed on environmental planning techniques and strategies. Related topics include the management of sustainability, the politics of ecosystem management, environmental governance and the changing role of c
21F.717 Introduction to Spanish Culture (MIT)
This course has several purposes. The major concern will be the examination of Spanish culture including Spain's history, architecture, art, literature and film, to determine if there is a uniquely Spanish manner of seeing and understanding the world - one which emerges as clearly distinct from our own and that of other Western European nations.
21L.015 Introduction to Media Studies (MIT)
Introduction to Media Studies is designed for students who have grown up in a rapidly changing global multimedia environment and want to become more literate and critical consumers and producers of media. Through an interdisciplinary comparative and historical lens, the course defines "media" broadly as including oral, print, performance, photographic, broadcast, cinematic, and digital cultural forms and practices. The course looks at the nature of mediated communication, the functions of media,
18.315 Combinatorial Theory: Introduction to Graph Theory, Extremal and Enumerative Combinatorics (M
This course serves as an introduction to major topics of modern enumerative and algebraic combinatorics with emphasis on partition identities, young tableaux bijections, spanning trees in graphs, and random generation of combinatorial objects. There is some discussion of various applications and connections to other fields.
11.701 Introduction to Planning and Institutional Processes in Developing Countries (MIT)
This introductory course is structured to cultivate the key sensibilities necessary for effective planning practice in newly industrializing countries. The word "sensibility" refers to an awareness of key developmental issues, interdependent causalities, and anticipated as well as unanticipated consequences of social action which mark most planning efforts. In cultivating such sensibilities, this course will use examples from varying institutional settings, ranging from the local to the internat
9.29J Introduction to Computational Neuroscience (MIT)
This course gives a mathematical introduction to neural coding and dynamics. Topics include convolution, correlation, linear systems, game theory, signal detection theory, probability theory, information theory, and reinforcement learning. Applications to neural coding, focusing on the visual system are covered, as well as Hodgkin-Huxley and other related models of neural excitability, stochastic models of ion channels, cable theory, and models of synaptic transmission.
Visit the Seung Lab Web s
9.641J Introduction to Neural Networks (MIT)
This course explores the organization of synaptic connectivity as the basis of neural computation and learning. Perceptrons and dynamical theories of recurrent networks including amplifiers, attractors, and hybrid computation are covered. Additional topics include backpropagation and Hebbian learning, as well as models of perception, motor control, memory, and neural development.
Introduction to Cyberpunk Literature
This course covers the works of the four major writers of cyberpunk: William Gibson, Bruce Sterling, Neal Stephenson, and Pat Cadigan. Other theoretical and scholarly texts that articulate cyberpunk as a site of intellectual and literary investigation will be read and will inform discussions . Popular films (Blade Runner and The Matrix) which are good examples of cyberpunk films are will also be referred to. The thematic concerns of cyberpunk, that speak directly to contemporary issues like gl
1.00 Introduction to Computers and Engineering Problem Solving (MIT)
This course teaches fundamental software development and computational methods for engineering, scientific and managerial applications. Emphasis is focused on object-oriented software design and development. Assignments cover programming concepts, graphical user interfaces, numerical methods, data structures, sorting and searching, computer graphics and selected advanced topics. The Java programming language is used.
6.046J Introduction to Algorithms (SMA 5503) (MIT)
This course teaches techniques for the design and analysis of efficient algorithms, emphasizing methods useful in practice. Topics covered include: sorting; search trees, heaps, and hashing; divide-and-conquer; dynamic programming; amortized analysis; graph algorithms; shortest paths; network flow; computational geometry; number-theoretic algorithms; polynomial and matrix calculations; caching; and parallel computing.This course was also taught as part of the Singapore-MIT Alliance (SMA) program
HST.131 Introduction to Neuroscience (MIT)
The course will span modern neuroscience from molecular neurobiology to perception and cognition, including the following major topics: anatomy and development of the brain; cell biology of neurons and glia; ion channels and electrical signaling; synaptic transmission, integration, and chemical systems of the brain; sensory systems, from transduction to perception; motor systems; and higher brain functions dealing with memory, language, and affective disorders.
20.010J Introduction to Bioengineering (BE.010J) (MIT)
Bioengineering at MIT is represented by the diverse curricula offered by most Departments in the School of Engineering. This course samples the wide variety of bioengineering options for students who plan to major in one of the undergraduate Engineering degree programs. The beginning lectures describe the science basis for bioengineering with particular emphasis on molecular cell biology and systems biology. Bioengineering faculty will then describe the bioengineering options in a particular eng
