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This course offers a study of basic Machine Learning techniques, when to use Machine Learning on real problems, how to determine which technique is appropriate for each problem, and to apply the techniques in a practical way to real problems. Topics include: learning decision trees and rules; methodological aspects; learning regression trees and rules; ensembles of learning methods; frequent itemsets and association rules; reinforcement learning; relational learning.
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Topics in this mechanics course include: one-dimensional motion; damped and forced harmonic oscillator; central forces; elements of analytical mechanics; introduction to special relativity.
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COURSE DETAIL
This neural engineering course offers a study of the following topics: neurophysiology; neural modeling; brain imaging; brain networks; brain-computer interfaces; brain-machine interfaces; managing injuries of the nervous system.
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COURSE DETAIL
This course offers a study of the German language at the A1 and A2 levels of the Common European Framework of Reference for Languages.
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This course explores Spanish cinema from its origins to the present day including viewings of some of the most representative films of each era.
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This course offers a study of elementary Spanish equivalent to the A1 level of the Common European Framework of Reference for Languages (CEFR). Students who successfully complete the course can understand and use familiar, everyday expressions and very basic phrases for highly specific objectives.
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This course offers a study of the political and social reality of the Middle East and North Africa. It analyzes the primary and secondary institutions that constitute the regional order as well as the external action of the main regional and extra-regional actors.
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This course examines Spanish culture and society today through a study of its history and art. Topics include: Paleolithic, Neolithic, and Metal Age; Iberians and Celts; Roman Empire; Visigoths; Islam and Al Andalus; Christian kingdoms; late Middle Ages and Catholic Monarchs; empire of Charles I; Bourbons in Spain; Enlightenment; colonization and independence of American colonies; first and second republics; Franco dictatorship and transition to democracy; Spain and the European Union.
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