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This course on machine learning applications is divided into 3 thematic blocks: techniques for data adapting and cleaning; natural language processing; recommendations systems.
Recommended prerequisites: Calculus I and II, Linear Algebra, Probability and Data Analysis, Programming and Data Structures and Algorithms, Statistical Learning, Machine Learning I and II.
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This course provides a study of the international art trade. Topics include: the international art market; international art auctions; international art loans; black market; international thefts of works of art; illegal export of works of art.
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This course explores the fundamental aspects of the theory and practice of scenery perspective. Topics include: application of perspective in the theater scene-- linear, aerial, and cavalier perspective; perspectives of a stage from its plan and elevation; visual perception and aspects of form-- scale, visual lines, and appraisal; architecture and scenography; perspective as stage language.
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The class presents a historical analysis of economic events and changes. Topics include: modern economic growth; population and natural resources; markets and institutions; technological change and economic growth; the modern firm; globalization; the modern state and economic growth.
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COURSE DETAIL
This courses analyzes the ways in which culture and science, as particular forms of culture, interacted and mutually shaped one another throughout history. Topics include: science and technology in culture; space as cultural and scientific matter; time as cultural and scientific matter; the cultural impact of the Scientific Revolution; Industrial Revolution, Romanticism, and the concept of nature; the crisis of science and its cultural import; science and culture in a digital environment.
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