Browsing MIT OpenCourseWare (MIT OCW) - Archived Content by Subject "machine learning"
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16.410 / 16.413 Principles of Autonomy and Decision Making, Fall 2003
(2003-12)This course surveys a variety of reasoning, optimization, and decision-making methodologies for creating highly autonomous systems and decision support aids. The focus is on principles, algorithms, and their applications, ... -
16.410 / 16.413 Principles of Autonomy and Decision Making, Fall 2005
(2005-12)This course surveys a variety of reasoning, optimization, and decision-making methodologies for creating highly autonomous systems and decision support aids. The focus is on principles, algorithms, and their applications, ... -
6.047 / 6.878 Computational Biology: Genomes, Networks, Evolution, Fall 2008
(2008-12)This course focuses on the algorithmic and machine learning foundations of computational biology, combining theory with practice. We study the principles of algorithm design for biological datasets, and analyze influential ... -
6.867 Machine Learning, Fall 2002
(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, ...