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This course is a broad treatment of statistics, concentrating on specific statistical techniques used in science and industry. Topics include: hypothesis testing and estimation, confidence intervals, chi-square tests, nonparametric statistics, analysis of variance, regression, correlation, decision theory, and Bayesian statistics. Note: Please see the syllabus for a des....

By Richard Dudley----2016-01-15
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This course will provide students with an introduction to numerical methods and MATLAB®. Topics covered throughout the course will include: errors, condition numbers and roots of equations; Navier-Stokes; direct and iterative methods for linear systems; finite differences for elliptic, parabolic and hyperbolic equations; Fourier decomposition, error analysis, and st....

By Pierre Lermusiaux----2016-01-15
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This course is a student-presented seminar in combinatorics, graph theory, and discrete mathematics in general. Instruction and practice in written and oral communication is emphasized, with participants reading and presenting papers from recent mathematics literature and writing a final paper in a related topic.....

By Daniel Kleitman----2016-01-15
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This is the second of a two-part sequence of courses in labor economics. The course sequence is also open to qualified students in related fields and classes may be taken individually or out of sequence. This part of the sequence is principally concerned with issues relating to the determinants of the wage and salary distribution. The first half is organized around topi....

By Jorn-Steffen Pischke,Michael Piore----2016-01-15
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Space Propulsion begins with a review of rocket propulsion fundamentals. The course then proceeds into advanced propulsion concepts, ranging from chemical to electrical engines. Propulsion system selection criteria and mission analysis are introduced. The bulk of the semester is devoted to the physics and engineering of various engine classes, including electrothermal, ....

By Manuel Martinez-Sanchez----2016-01-15
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This course analyzes cooperative processes that shape the natural environment, now and in the geologic past. It emphasizes the development of theoretical models that relate the physical and biological worlds, the comparison of theory to observational data, and associated mathematical methods. Topics include carbon cycle dynamics; ecosystem structure, stability and compl....

By Daniel Rothman,Christopher Follett----2016-01-15
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This course is an introduction to the history, the theory, the practice, and the implications (both social and ethical) of rhetoric, the art and craft of persuasion. This semester, many of your skills will be deepened by practice, including your analytical skills, your critical thinking skills, your persuasive writing skills, and your oral presentation skills. In this c....

By Steven Strang----2016-01-15
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This course is an introduction to the history, the theory, the practice, and the implications (both social and ethical) of rhetoric, the art and craft of persuasion. By the end of the semester, you will have been exposed to several of the key concepts of rhetoric (e.g., ethos, pathos, logos, invention, style, arrangement, kairos, stasis, commonplaces) and to the over-ri....

By Steven Strang----2016-01-15
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In this thesis, I designed, implemented, and tested a machine learning learning system designed to crowd-source feature discovery called Feature Factory. Feature Factory provides a complete web-based platform for users to define, extract, and test features on any given machine learning problem. This project involved designing, implementing, and testing a proof-of-concep....

By Alex Christopher Wang--Massachusetts Institute of Technology--2016-01-15
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This thesis develops probabilistic programming as a productive metaphor for understanding cognition, both with respect to mental representations and the manipulation of such representations. In the first half of the thesis, I demonstrate the representational power of probabilistic programs in the domains of concept learning and social reasoning. I provide examples of ri....

By Andreas Stuhlmüller--Massachusetts Institute of Technology--2016-01-15
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In this work, we propose a system that allows casual users to design ground robots that can be easily fabricated with a 3D printer. The system leverages a database of examples created by expert roboticists. A composition tool imbedded in this system allows the users to create new designs by composing parts from the robots in this database. The system automatically ensur....

By Wei Zhao--Massachusetts Institute of Technology--2016-01-15
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Pharmaceutical manufacturing has traditionally been considered largely a matter of regulatory compliance. Consequently, it has been inefficient, but it is now increasingly being recognized as an opportunity for cost reduction. Recent initiatives by regulatory authorities, and by the industry, aim at easing regulations and encouraging process innovation. Even though sign....

By Aron H Blaesi--Massachusetts Institute of Technology--2016-01-15
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