Browsing MIT OpenCourseWare (MIT OCW) - Archived Content by Title
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Browsing MIT OpenCourseWare (MIT OCW) - Archived Content by Title
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(2002-12)Principles, techniques, and algorithms in machine learning from the point of view of statistical inference; representation, generalization, and model selection; and methods such as linear/additive models, active learning, ...
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(2004-12)This course is a graduate level introduction to natural language processing, the primary concern of which is the study of human language from a computational perspective. The class will cover models at the level of syntactic, ...
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(2004-12)This course is designed to introduce graduate students to the foundations of database systems, focusing on basics such as the relational algebra and data model, query optimization, query processing, and transactions. This ...
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(2005-12)This course is offered to both undergraduates and graduates. The undergraduate version of the course includes a midterm and final project. The graduate version of the course includes additional assignments and a more ...
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(2003-12)Engineering School-Wide Elective Subject. Description given at end of this chapter in SWE section. Description from course home page: This course explores current research concerning patent law and its role in the rapidly ...
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(2005-06)This course is offered to graduates and is an introduction to fundamentals of game theory and mechanism design with motivations drawn from various applications including distributed control of wireline and wireless ...
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(2001-12)Cell biology, immunology, neurobiology, and an exploration into current research in cancer, genomics, and molecular medicine.
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(2005-06)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 ...
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(2001-12)7.02 and 7.021 require simultaneous registration. Application of experimental techniques in biochemistry, microbiology, and cell biology. Emphasizes integrating factual knowledge with understanding the design of experiments ...
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(2001-12)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. ...
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(2001-06)Detailed analysis of the biochemical mechanisms that control the maintenance, expression, and evolution of prokaryotic and eukaryotic genomes. Topics covered in lecture and readings of relevant literature include: gene ...
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(2007-12)The DNA contained in human cells is under constant attack by both exogenous and endogenous agents that can damage one of its three billion base pairs. To cope with this permanent exposure to DNA-damaging agents, such as ...
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(2006-06)This course covers the fundamentals of nuclear cell biology as well as the methodological and experimental approaches upon which they are based. Topics include Eukaryotic genome structure, function, and expression, processing ...
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(2003-12)Mechanisms by which the amino acid sequence of polypeptide chains determines their three-dimensional conformation. Topics include: sequence determinants of secondary structure; folding of newly synthesized polypeptide ...
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(2007-12)This is a seminar based on research literature. Papers covered are selected to illustrate important problems and approaches in the field of computational and systems biology, and provide students a framework from which to ...
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(2005-12)Elementary mechanics, presented at greater depth than in 8.01. Newton's laws, concepts of momentum, energy, angular momentum, rigid body motion, and non-inertial systems. Uses elementary calculus freely. Concurrent ...
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(2002-12)Elementary mechanics, presented at greater depth than in 8.01. Newton's laws, concepts of momentum, energy, angular momentum, rigid body motion, and non-inertial systems. Uses elementary calculus freely. Concurrent ...
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(2002-12)Introduction to electromagnetism and electrostatics: electric charge, Coulomb's law, electric structure of matter; conductors and dielectrics. Concepts of electrostatic field and potential, electrostatic energy. Electric ...
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(2003-12)Normally taken by physics majors in their sophomore year. Einstein's postulates; consequences for simultaneity, time dilation, length contraction, clock synchronization; Lorentz transformation; relativistic effects and ...
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(2003-06)Introduction to probability, statistical mechanics, and thermodynamics. Random variables, joint and conditional probability densities, and functions of a random variable. Concepts of macroscopic variables and thermodynamic ...
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