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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 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...
A Commentary on the Psalms
Brilliant commentary on the most cherished book of the Bible
The Oulipo and Modern Thought
The impact of the Oulipo (Ouvroir de Littérature 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 'co...
The Judgment of the Nations
Christopher Dawson wrote The Judgment of the Nations in 1942, in the midst of the horrors of World War II.
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.
Human Rights in Cuba
26. Freedom of education
The New Trading for a Living
The best-selling trading book of all time—updated for the new era The New Trading for a Living updates a modern classic, popular worldwide among both private and institutional traders. This revised and expanded edition brings time-tested concepts in gear with today's fast-moving markets, adding new studies and techniques for the modern trader. This classic guide teaches a calm and disciplined approach to the markets. It emphasizes risk management along with self-management and provides clear rules for both. The New Trading for a Living includes templates for rating stock picks, creating trade plans, and rating your own readiness to trade. It provides the knowledge, perspective, and tools f...
Checkmate!
In Checkmate! readers are invited to learn chess with Garry Kasparov, the World number one and the most famous figure in chess history, as their teacher. In this book chess players can discover all the various pieces and how they move, how to attack and how to defend, how to capture, and, crucially, how to give check and deliver checkmate.
The Future of Music
From the Music Research Institute at Berklee College of Music comes a manifesto for the ongoing music revolution. Today the record companies may be hurting, but the music making business is booming, using non-traditional digital methods and distribution models. This book explains why we got where we are and where we are heading. Kusek and Leonhard foresee the disappearance of CDs and record stores as we know them in the next decade. For the iPod, downloading market, this book will explain new ways of discovering music, new ways of acquiring it and how technology trends will make music "flow like water", benefiting the people who love music and make music.
