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Course Criteria
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3.00 Credits
Staff. tth9-10.15 QR (22) Foundations of information theory in communications, statistical inference, statistical mechanics, probability, and algorithmic complexity. Quantities of information and their properties: entropy, conditional entropy, divergence, mutual information, channel capacity. Basic theorems of data compression and coding for noisy channels. Applications in statistics, communication networks, and finance. After stat 241a.
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3.00 Credits
Staff. mw11.35-12.50 QR (0) Techniques for data mining and machine learning from both statistical and computational perspectives, including support vector machines, bagging, boosting, neural networks, and other nonlinear and nonparametric regression methods. Discussion includes the basic ideas and intuition behind these methods, a more formal understanding of how and why they work, and opportunities to experiment with machine learning algorithms and to apply them to data. After stat 242b.
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3.00 Credits
Consult the director of undergraduate studies. htba (0) Under the supervision of a member of the faculty, each student works on an independent project. Students participate in seminar meetings at which they speak on the progress of their projects.
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3.00 Credits
Alexander Garvin. t 6.45-9.15 p.m. So (27) An examination of forces shaping American cities and strategies for dealing with them. Topics include housing, commercial development, parks, zoning, urban renewal, landmark preservation, new towns, and suburbs. The course includes games, simulated problems, fieldwork, lectures, and discussion.
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32.00 Credits
Kiarie Wa'Njogu. mtwthf9.25-10.15 L1 1iC Credits (32) A beginning course with intensive training and practice in speaking, listening, reading, and writing. Initial emphasis is on the spoken language and conversation. Credit only on completion of swah 120b.
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32.00 Credits
Kiarie Wa'Njogu. mtwthf9.25-10.15 L2 1iC Credits (32) Continuation of swah 110a. Texts provide an introduction to the basic structure of Kiswahili and to the culture of the speakers of the language. Prerequisite: swah 110a.
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34.00 Credits
Kiarie Wa'Njogu. mtwthf11.35-12.25 L3 1 §CCredits (34) Further development of students' speaking, listening, reading, and writing skills. Prepares students for further work in literary, language, and cultural studies as well as for a functional use of Kiswahili. Study of structure and vocabulary is based on a variety of texts from traditional and popular culture. Emphasis on command of idiomatic usage and stylistic nuance . Afte r swah 120b.
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34.00 Credits
Kiarie Wa'Njogu. mtwthf11.35-12.25 L4 1 §CCredits (34) Continuation of swah 130a. After swah 130a.
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3.00 Credits
AnnBiersteker. tth11.35-12.50 L5 (24) Development of fluency through readings and discussions on contemporary issues in Kiswahili. Introduction to literary criticism in Kiswahili. Materials include Kiswahili oral literature, prose, poetry, and plays, as well as texts drawn from popular and political culture. After swah 140b.
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3.00 Credits
Ann Biersteker. tth11.35-12.50 L5 (24) Continuation of swah 150a. After swah 150a.
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