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This course offers a study of basic Machine Learning techniques including when to use Machine Learning to solve real problems, which techniques are appropriate, and how to apply them in a practical way. It examines classification and various techniques: prediction, non-supervised, and reinforcement-based ones. This course also discusses relational learning and methodological aspects of machine learning.
Pre-requisites- Programming and Statistics
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This course strengthens the four language skills to effectively use Spanish as a means of communication. Students interact in complex communicative situations, distinguishing between different linguistic registers, and deepen their understanding of the cultural and linguistic diversity of each Spanish-speaking country. This course is at the C2 level.
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This course analyzes the elements that comprise the spatial organization of past societies. It examines the complex interrelationship between the natural and cultural aspects of the territory within its historical context. This course focuses on the material remains or archaeological record of different societies and, from their geographical coordinates, the spatial behaviors of those historical societies. It explores the socioeconomic impact of the cultural landscape, especially in its role as a tourist attraction.
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This course offers a study of financial theory including an evaluation of various financial products available in the financial market and their usefulness in the real economy. It also also focuses on managing portfolios of financial products and making financial decisions (investment and financing) within that functional area of a business.
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This course examines the main historical periods of the English language with particular emphasis on the medieval period (Old and Middle English). It discusses the main changes from Old English to Modern English in terms of phonology, morphology, syntax, and lexis. This course also explores the process of the standardization of English and the varieties of English that exist today.
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This course examines the relationship between society and the built environment, using a sociological perspective to analyze the city and urban phenomena. It discusses the main theoretical contributions and lines of research that have facilitated the interpretation and analysis of various social problems in the urban context.
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The course covers the role of companion animals in promoting human welfare, with a focus on behavioral science and inter-species relationships. Students will explore ethology, comparative psychology, co-evolutionary processes, the behavioral patterns of canines and felines, their disorders, and the benefits of human-animal bonds.
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The course develops practical drawing skills, focusing on freehand representation of three-dimensional objects and the use of both dry and wet techniques. Students learn to select the most appropriate methods for different subjects, apply expressive and communicative criteria, handle drawing tools with precision, and accurately use the terminology of the discipline.
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The course covers the historical evolution of the French language from its Romance origins to the present day. Examines both internal linguistic change and external historical, political, and cultural influences. The course also considers the expansion of French beyond Europe, contact with other languages and creoles, and modern linguistic perspectives on French in the 21st century.
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The course introduces the Portuguese language and its global cultural context. Students develop basic communicative skills through the study of pronunciation, spelling, essential vocabulary, and core grammatical structures. The course also explores the presence of Portuguese in the world, fostering awareness of linguistic diversity, cultural practices, and fundamental pragmatic norms.
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