Online courses directory (19947)

6.831/6.813 examines human-computer interaction in the context of graphical user interfaces. The course covers human capabilities, design principles, prototyping techniques, evaluation techniques, and the implementation of graphical user interfaces. Deliverables include short programming assignments and a semester-long group project. Students taking the graduate version also have readings from current literature and additional assignments.

This course relies on primary readings from the database community to introduce graduate students to the foundations of database systems, focusing on basics such as the relational algebra and data model, schema normalization, query optimization, and transactions. It is designed for students who have taken 6.033 (or equivalent); no prior database experience is assumed, though students who have taken an undergraduate course in databases are encouraged to attend.

This course is an introductory subject in the field of electric power systems and electrical to mechanical energy conversion. Electric power has become increasingly important as a way of transmitting and transforming energy in industrial, military and transportation uses. Electric power systems are also at the heart of alternative energy systems, including wind and solar electric, geothermal and small scale hydroelectric generation.

Traditionally, progress in electronics has been driven by miniaturization. But as electronic devices approach the molecular scale, classical models for device behavior must be abandoned. To prepare for the next generation of electronic devices, this class teaches the theory of current, voltage and resistance from atoms up. To describe electrons at the nanoscale, we will begin with an introduction to the principles of quantum mechanics, including quantization, the wave-particle duality, wavefunctions and Schrödinger's equation. Then we will consider the electronic properties of molecules, carbon nanotubes and crystals, including energy band formation and the origin of metals, insulators and semiconductors. Electron conduction will be taught beginning with ballistic transport and concluding with a derivation of Ohm's law. We will then compare ballistic to bulk MOSFETs. The class will conclude with a discussion of possible fundamental limits to computation.

Machine Vision provides an intensive introduction to the process of generating a symbolic description of an environment from an image. Lectures describe the physics of image formation, motion vision, and recovering shapes from shading. Binary image processing and filtering are presented as preprocessing steps. Further topics include photogrammetry, object representation alignment, analog VLSI and computational vision. Applications to robotics and intelligent machine interaction are discussed.

This course covers the algorithmic and machine learning foundations of computational biology combining theory with practice. We cover both foundational topics in computational biology, and current research frontiers. We study fundamental techniques, recent advances in the field, and work directly with current large-scale biological datasets.

This course aims to give students the tools and training to recognize convex optimization problems that arise in scientific and engineering applications, presenting the basic theory, and concentrating on modeling aspects and results that are useful in applications. Topics include convex sets, convex functions, optimization problems, least-squares, linear and quadratic programs, semidefinite programming, optimality conditions, and duality theory. Applications to signal processing, control, machine learning, finance, digital and analog circuit design, computational geometry, statistics, and mechanical engineering are presented. Students complete hands-on exercises using high-level numerical software.

Acknowledgements

The course materials were developed jointly by Prof. Stephen Boyd (Stanford), who was a visiting professor at MIT when this course was taught, and Prof. Lieven Vanderberghe (UCLA).

This class provides an introduction to quantitative models and qualitative frameworks for studying complex engineering systems. Also taught is the art of abstracting a complex system into a model for purposes of analysis and design while dealing with complexity, emergent behavior, stochasticity, non-linearities and the requirements of many stakeholders with divergent objectives. The successful completion of the class requires a semester-long class project that deals with critical contemporary issues which require an integrative, interdisciplinary approach using the above models and frameworks.

Spanish I is very different from other classes at MIT. The central component of the text and workbook is a series of 26 half-hour video episodes. The videos allow students to learn authentic Spanish and experience its cultural diversity while following a good story full of surprises and human emotions. Students also listen to an audio-only program integrated with the text and workbook.

In the classroom, students do a variety of activities and exercises, which include talking in Spanish about the video program, practicing pronunciation and grammar, and interacting in Spanish with classmates in pairs and small groups. The class is conducted in Spanish as much as possible, but English is used where necessary for clarity and efficiency. This course deals with all basic language skills: aural comprehension, speaking, reading, and writing. This class assumes no previous knowledge of Spanish.

This subject is the first semester of four that forms an introduction to modern standard Chinese, commonly called Mandarin, the language with the largest number of native speakers in the world. It is the official language of Mainland China and Taiwan, and one of the official languages of Singapore. The course presupposes no prior background in the language. Course objectives are to master Mandarin pronunciation, including the recognition and writing of Pinyin romanization, basic reading and writing skills (around 150 characters in the traditional character set or the simplified set), and to develop the ability to participate in simple, practical conversations on everyday topics. The relationship between Chinese language and culture and the sociolinguistically appropriate use of language will be stressed throughout. Typical class format will include performance of memorized basic conversations, drills, questions and discussion, and various types of communicative exercises.

This course, along with 21G.108 / 158 offered in the spring, form the elementary level of the streamlined sequence, which is for students who have some basic conversational skills gained, typically, from growing up in a Chinese speaking environment, but lack a corresponding level of literacy. The focus of the course is on learning standard everyday usage, on reading in both full and simplified characters, and on writing. This course, along with 21G.108 / 158 offered in the spring, are conducted entirely in Chinese.

This subject is an introduction to various forms of culture in East Asia (focusing on China, Japan and Korea), including both traditional and contemporary examples. Critically examines the shared cultural elements that are widely considered to constitute "East Asian culture," and also the diversity within East Asia, historically and today. Examples include religious and philosophical beliefs (Confucianism and Buddhism), literature, art, food, architecture, and popular culture. The study of gender will be an integral part of this subject. The influence and presence of Asian cultural expressions in the U.S. are also considered.

This class is suitable for students of all levels, and requires no Asian language background. Students who wish to fulfill the MISTI-Singapore requirement may do the final project on Singapore. Taught in English.

The course includes field trips to the Museum of Fine Arts and the Peabody Essex Museum.

The goal of this course is to review grammar and develop vocabulary building strategies to refine oral and written expression. Speaking and writing assignments are designed to expand communicative competence. Assignments are based on models and materials drawn from contemporary media (newspapers and magazines, television, Web). The models, materials, topics and assignments vary from semester to semester.

This course offers analysis and practice of various forms of scientific and technical writing, from memos to journal articles, in addition to strategies for conveying technical information to specialist and non-specialist audiences. Comparable to 21W.780 Communicating in Technical Organizations, but methods in this course are designed to deal with special problems of advanced ELS or bilingual students. The goal of the workshop is to develop effective writing skills for academic and professional contexts. Models, materials, topics and assignments vary from term to term.

This course gives an introduction to German language and culture. The focus is on acquisition of vocabulary and grammatical concepts through active communication. Audio, video, and printed materials provide direct exposure to authentic German language and culture. A self-paced language lab program is fully coordinated with the textbook/workbook. The first semester covers the development of effective basic communication skills.

Asia in the Modern World: Images and Representations examines visual representations of Asia, interpreting them from both historical and modern contexts. This course is based around using the Visualizing Cultures website. Case studies focus on Japan and China from the mid-19^th to the mid-20^th centuries.

This course examines relationships between identity and participation in Japanese popular culture as a way of understanding the changing character of media, capitalism, fan communities, and culture. It emphasizes contemporary popular culture and theories of gender, sexuality, race, and the workings of power and value in global culture industries. Topics include manga (comic books), hip-hop and other popular music, anime and feature films, video games, contemporary literature, and online communication. Students present analyses and develop a final project based on a particular aspect of gender and popular culture.