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Machine Learning aplicado al rendimiento académico en educación superior: factores, variables y herramientas
Las herramientas de aprendizaje automático están siendo muy utilizadas por sus buenas aproximaciones al predecir el rendimiento académico de los estudiantes. Se analiza información de la última década con el objetivo de identificar los factores que influyen sobre el rendimiento académico en el nivel superior, a partir de modelos realizados por medio de técnicas de aprendizaje automático. Se plantea una clasificación en factores académicos, sociodemográficos, de aprendizaje en línea, de gestión académica, psicosocial y de entorno académico. También se identifican los algoritmos más usados en su predicción. Adicionalmente, la detección de las variables que más influyen en el fenómeno permitirá implementar algoritmos de Machine Learning pertenecientes a otras ramas de este campo. Así pues, al ahondar un poco más sobre la aplicación de herramientas de Machine Learning en educación superior, este trabajo servirá a docentes e investigadores que deseen investigar estos temas.
The Oulipo and Modern Thought
The impact of the Oulipo (Ouvroir de Litterature Potentielle), one of the most important groups of experimental writers of the late twentieth century, is still being felt in contemporary literature, criticism, and theory, both in Europe and the US. Founded in 1960 and still active today, this Parisian literary workshop has featured among its members such notable writers as Italo Calvino, Georges Perec, and Raymond Queneau, all sharing in its light-hearted, slightly boozy bonhomie, the convivial antithesis of the fractious, volatile coteries of the early twentieth-century avant-garde. For the last fifty years the Oulipo has undertaken the same simple goal: to investigate the potential of 'con...
The Data Science Design Manual
This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy...
The Metabolic Miracle
We all like to eat, but we are doing it wrong, and it gets worse every day. Deceived by the food industry, advertising, culinary fake news, and Aunt Bertha's nutrition advice, with every bite we are making nefarious decisions that steal our energy and make us both ill and fat. How can we stop this cycle? Who should we believe? How can we change our habits without becoming rigid and boring? In this book, renowned doctor Carlos Jaramillo offers robust answers to these questions and states that the key to optimal weight and health is our metabolism. Understanding what it is, how it operates, and what we can do to make it work in our favor is fundamental. And it is what the reader will accomplish on these pages.
Power Pricing
In one compact volume, here are the innovative tactics business leaders need to attain maximum financial performance for their companies. Whether they're selling beer or land, this book is one book managers can't afford to ignore
Human Rights in Cuba
26. Freedom of education
That's That
A brutally honest and deeply affecting memoir about growing up in the countryside in rebel country in Northern Ireland. Colin Broderick was born in 1968 and spent his childhood in Tyrone county, in Northern Ireland. It was the beginning of the period of heightened tension and violence known as the Troubles, and Colin's Catholic family lived in the heart of rebel country. The community was filled with Provisional IRA members whose lives depended on the silence and complicity of their neighbors. At times, that made for a confusing childhood. We watch as he and his brothers play ball with the neighbor children over a fence for years, but are never allowed to play together because it is forbidde...
The Voyage of the Dawn Treader
C. S. Lewis was a British author, lay theologian, and contemporary of J.R.R. Tolkien. The Voyage of the Dawn Treader is the third book in The Chronicles of Narnia series of seven books.
Coronavirus Politics
Global experts develop explanations of how governments responded to COVID-19
