This course is a graduate introduction to natural language processing - the study of human language from a computational perspective. It covers syntactic, semantic and discourse processing models, emphasizing machine learning or corpus-based methods and algorithms. It also covers applications of these methods and models in syntactic parsing, information extraction, statistical machine translation, dialogue systems, and summarization. The subject qualifies as an Artificial Intelligence and Applications concentration subject.

This class analyzes complex biological processes from the molecular, cellular, extracellular, and organ levels of hierarchy. Emphasis is placed on the basic biochemical and biophysical principles that govern these processes. Examples of processes to be studied include chemotaxis, the fixation of nitrogen into organic biological molecules, growth factor and hormone mediated signaling cascades, and signaling cascades leading to cell death in response to DNA damage. In each case, the availability of a resource, or the presence of a stimulus, results in some biochemical pathways being turned on while others are turned off. The course examines the dynamic aspects of these processes and details how biochemical mechanistic themes impinge on molecular/cellular/tissue/organ-level functions. Chemical and quantitative views of the interplay of multiple pathways as biological networks are emphasized. Student work will culminate in the preparation of a unique grant application in an area of biological networks.

In this elementary textbook, Philip S. Peek draws on his twenty-five years of teaching experience to present the ancient Greek language in an imaginative and accessible way that promotes creativity, deep learning, and diversity. The course is built on three pillars: memory, analysis, and logic. Readers memorize the top 250 most frequently occurring ancient Greek words, the essential word endings, the eight parts of speech, and the grammatical concepts they will most frequently encounter when reading authentic ancient texts. Analysis and logic exercises enable the translation and parsing of genuine ancient Greek sentences, with compelling reading selections in English and in Greek offering starting points for contemplation, debate, and reflection. A series of embedded Learning Tips help teachers and students to think in practical and imaginative ways about how they learn. This combination of memory-based learning and concept- and skill-based learning gradually builds the confidence of the reader, teaching them how to learn by guiding them from a familiarity with the basics to proficiency in reading this beautiful language. Ancient Greek I: A 21st-Century Approach is written for high-school and university students, but is an instructive and rewarding text for anyone who wishes to learn ancient Greek.

History of Ancient Greece from the Bronze Age to the death of Alexander. Major social, economic, political, and religious trends. Homer, heroism, and the Greek identity; the hoplite revolution and the rise of the city-state; Herodotus, Persia, and the (re)birth of history; Empire, Thucydidean rationalism, and the Peloponnesian War; Platonic constructs; Aristotle, Macedonia, and Hellenism. Emphasis on use of primary sources in translation.

This course covers the history of Rome from its humble beginnings to the 5th century A.D. The first half covers Kingship to Republican form; the conquest of Italy; Roman expansion: Pyrrhus, Punic Wars and provinces; classes, courts, and the Roman revolution; Augustus and the formation of empire. The second half covers Virgil to the Vandals; major social, economic, political and religious trends at Rome and in the provinces. There is an emphasis on the use of primary sources in translation.

Biology is designed for multi-semester biology courses for science majors. It is grounded on an evolutionary basis and includes exciting features that highlight careers in the biological sciences and everyday applications of the concepts at hand. To meet the needs of today’s instructors and students, some content has been strategically condensed while maintaining the overall scope and coverage of traditional texts for this course. Instructors can customize the book, adapting it to the approach that works best in their classroom. Biology also includes an innovative art program that incorporates critical thinking and clicker questions to help students understand—and apply—key concepts.

By the end of this section, you will be able to:Describe the structure of nucleic acids and define the two types of nucleic acidsExplain the structure and role of DNAExplain the structure and roles of RNA

Subject engages a dialogue with architecture and urbanism from the perspective of the visual artist. Ideas investigated thematically from early modernist practices to the most recent examples of contemporary production. Art making as an adjunct to the design process is challenged by both synthetic and critical models of production. Visual art practice is examined as a conceptual prologue to architectural and urbanistic thinking, as an integrated part of the design process, and as a critical epilogue. Lectures and discussions lead to the development of realized projects to be coordinated with architectural studio. In this class we will examine how the idea of the city has been "translated" by artists, architects, and other diverse disciplines. We will consider how collaborations between artists and architects might provide opportunities for rethinking / redesigning urban spaces. The class will look specifically at planned cities like Brasilia, Las Vegas, Canberra, and Celebration and compare such tabula rasa designs with the redesign of recyclable urban spaces demonstrated in projects such as Ground Zero, Barcelona 2004, and Boston's Rose Kennedy Greenway. While the course will involve some reading and discussion, coursework will focus largely on the students' own projects / interventions that should evolve over the course of the semester. Of the two weekly class meetings, one will be a group discussion or lecture with the whole class and visiting guests, and the other will be an individual meeting between the student and the instructor to discuss his or her work for the class, including the final project.

A practicum-style course in anthropological methods of ethnographic fieldwork and writing, intended especially for STS, CMS, HTC, and Sloan graduate students, but open to others with permission of instructor. Depending on student experience in ethnographic reading and practice, the subject is a mix of reading anthropological and science studies ethnographies; and formulating and pursuing ethnographic work in local labs, companies, or other sites.

Express yourself through your genes! See if you can generate and collect three types of protein, then move on to explore the factors that affect protein synthesis in a cell.

The principles of genetics with application to the study of biological function at the level of molecules, cells, and multicellular organisms, including humans. Structure and function of genes, chromosomes and genomes. Biological variation resulting from recombination, mutation, and selection. Population genetics. Use of genetic methods to analyze protein function, gene regulation and inherited disease.

The MIT Biology Department core courses, 7.012, 7.013, and 7.014, all cover the same core material, which includes the fundamental principles of biochemistry, genetics, molecular biology, and cell biology. Biological function at the molecular level is particularly emphasized and covers the structure and regulation of genes, as well as, the structure and synthesis of proteins, how these molecules are integrated into cells, and how these cells are integrated into multicellular systems and organisms. In addition, each version of the subject has its own distinctive material.

First of two-term sequence on modeling, analysis and control of dynamic systems. Mechanical translation, uniaxial rotation, electrical circuits and their coupling via levers, gears and electro-mechanical devices. Analytical and computational solution of linear differential equations and state-determined systems. Laplace transforms, transfer functions. Frequency response, Bode plots. Vibrations, modal analysis. Open- and closed-loop control, instability. Time-domain controller design, introduction to frequency-domain control design techniques. Case studies of engineering applications.

A collection of free and open primary texts in digital formats for the study of early world literature in English translation. Multiple English translations are provided for comparison and study, as well as open secondary and supplemental resources.

This seminar addresses the inherent challenges of translating poetry from different languages, cultures and eras. Students do some translation of their own, though accommodations are made if a student lacks even a basic knowledge of any foreign language.

This 6-unit subject gives students the opportunity to immerse themselves in the poetry of two living Nobel Laureates: the Caribbean poet, Derek Walcott, and the Northern-Irish poet, Seamus Heaney. We will begin and end the semester with their magnificent epic works: Heaney's translation of the Anglo-Saxon epic Beowulf, and Walcott's Omeros (a modern epic set in the West Indies). Between these major narrative poems, we will read a rich selection of their shorter poems, as well as some of their reflections in prose on what poetry does, on what other poets do, and what it means to write in English from the historical and political situation of Northern Ireland (for Heaney) or the Caribbean (for Walcott).

Focuses on the production of visual art for public places outside the gallery/museum context. Readings and discussions that engage aesthetic, social, political, and urban issues relevant to this expanded public context complement studio production. Traditional approaches of enhancement and commemoration are contrasted to more temporal and critical methodologies. Historical models are studied and discussed, including Russian Constructivist experiments, the Situationists, Conceptual Art, and more recent interventionist tactics.

This course covers the derivation of symmetry theory; lattices, point groups, space groups, and their properties; use of symmetry in tensor representation of crystal properties, including anisotropy and representation surfaces; and applications to piezoelectricity and elasticity.