Machine Learning Aplicado Al Rendimiento Academico En Educacion Superior Factores Variables Y Herramientas

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Machine Learning aplicado al rendimiento académico en educación superior: factores, variables y herramientas

Author : Contreras, Leonardo Emiro
Publisher : Editorial Universidad Distrital Francisco José de Caldas
ISBN 13 : 9587875184
Total Pages : 260 pages
Book Rating : 4.5/5 (878 download)

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Book Synopsis Machine Learning aplicado al rendimiento académico en educación superior: factores, variables y herramientas by : Contreras, Leonardo Emiro

Download or read book Machine Learning aplicado al rendimiento académico en educación superior: factores, variables y herramientas written by Contreras, Leonardo Emiro and published by Editorial Universidad Distrital Francisco José de Caldas. This book was released on 2023-11-04 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Leaving College

Author : Vincent Tinto
Publisher : University of Chicago Press
ISBN 13 : 0226922464
Total Pages : 314 pages
Book Rating : 4.2/5 (269 download)

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Book Synopsis Leaving College by : Vincent Tinto

Download or read book Leaving College written by Vincent Tinto and published by University of Chicago Press. This book was released on 2012-04-27 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this 1994 classic work on student retention, Vincent Tinto synthesizes far-ranging research on student attrition and on actions institutions can and should take to reduce it. The key to effective retention, Tinto demonstrates, is in a strong commitment to quality education and the building of a strong sense of inclusive educational and social community on campus. He applies his theory of student departure to the experiences of minority, adult, and graduate students, and to the situation facing commuting institutions and two-year colleges. Especially critical to Tinto’s model is the central importance of the classroom experience and the role of multiple college communities.

Pedagogy and Learning with ICT

Author : Bridget Somekh
Publisher : Routledge
ISBN 13 : 1134129890
Total Pages : 214 pages
Book Rating : 4.1/5 (341 download)

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Book Synopsis Pedagogy and Learning with ICT by : Bridget Somekh

Download or read book Pedagogy and Learning with ICT written by Bridget Somekh and published by Routledge. This book was released on 2007-06-11 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bridget Somekh draws on her experience of researching the introduction of ICT into education to look at ICT development over the last twenty years. The book provides a fascinating, in-depth analysis of the nature of learning, ICT pedagogies and the processes of change for teachers, schools and education systems. It covers the key issues relating to the innovation of ICT that have arisen over this period, including: the process of change educational vision for ICT teacher motivation and engagement the phenomenon of ‘fit’ to existing practices systemic constraints policy and evaluation of its implementation students’ motivation and engagement the penetration of ICT into the home online learning and the ‘disembodied’ teacher.

Handbook of Bibliometric Indicators

Author : Roberto Todeschini
Publisher : John Wiley & Sons
ISBN 13 : 3527337040
Total Pages : 511 pages
Book Rating : 4.5/5 (273 download)

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Book Synopsis Handbook of Bibliometric Indicators by : Roberto Todeschini

Download or read book Handbook of Bibliometric Indicators written by Roberto Todeschini and published by John Wiley & Sons. This book was released on 2016-08-22 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: At last, the first systematic guide to the growing jungle of citation indices and other bibliometric indicators. Written with the aim of providing a complete and unbiased overview of all available statistical measures for scientific productivity, the core of this reference is an alphabetical dictionary of indices and other algorithms used to evaluate the importance and impact of researchers and their institutions. In 150 major articles, the authors describe all indices in strictly mathematical terms without passing judgement on their relative merit. From widely used measures, such as the journal impact factor or the h-index, to highly specialized indices, all indicators currently in use in the sciences and humanities are described, and their application explained. The introductory section and the appendix contain a wealth of valuable supporting information on data sources, tools and techniques for bibliometric and scientometric analysis - for individual researchers as well as their funders and publishers.

Early Detection of Neurological Disorders Using Machine Learning Systems

Author : Paul, Sudip
Publisher : IGI Global
ISBN 13 : 1522585680
Total Pages : 392 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Early Detection of Neurological Disorders Using Machine Learning Systems by : Paul, Sudip

Download or read book Early Detection of Neurological Disorders Using Machine Learning Systems written by Paul, Sudip and published by IGI Global. This book was released on 2019-06-28 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: While doctors and physicians are more than capable of detecting diseases of the brain, the most agile human mind cannot compete with the processing power of modern technology. Utilizing algorithmic systems in healthcare in this way may provide a way to treat neurological diseases before they happen. Early Detection of Neurological Disorders Using Machine Learning Systems provides innovative insights into implementing smart systems to detect neurological diseases at a faster rate than by normal means. The topics included in this book are artificial intelligence, data analysis, and biomedical informatics. It is designed for clinicians, doctors, neurologists, physiotherapists, neurorehabilitation specialists, scholars, academics, and students interested in topics centered on biomedical engineering, bio-electronics, medical electronics, physiology, neurosciences, life sciences, and physics.

Task-Based Language Teaching

Author : David Nunan
Publisher : Cambridge University Press
ISBN 13 : 0521840171
Total Pages : 17 pages
Book Rating : 4.5/5 (218 download)

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Book Synopsis Task-Based Language Teaching by : David Nunan

Download or read book Task-Based Language Teaching written by David Nunan and published by Cambridge University Press. This book was released on 2004-12-09 with total page 17 pages. Available in PDF, EPUB and Kindle. Book excerpt: "A comprehensively revised edition of Designing tasks for the communicative classroom"--Cover.

Silvopastoral Systems in Southern South America

Author : Pablo Luis Peri
Publisher : Springer
ISBN 13 : 3319241095
Total Pages : 275 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Silvopastoral Systems in Southern South America by : Pablo Luis Peri

Download or read book Silvopastoral Systems in Southern South America written by Pablo Luis Peri and published by Springer. This book was released on 2016-03-02 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: This multi-authored volume contains peer-reviewed chapters from leading researchers and professionals in silvopastoral systems topic in Southern South America (Argentina, Chile and South Brazil). It is a compendium of original research articles, case studies, and regional overviews and summarizes the current state of knowledge on different components and aspects (pasture production, animal production, trees production, carbon sequestration, conservation) of silvopatoral systems in native forests and tree plantations. The main hypothesis of the book is that farmers have integrated tree and pasture/grassland species in their land use systems to reach higher production per unit of land area, risk avoidance, product diversification, and sustainability. These production systems also impact positively in main ecosystem processes. Management of these productive systems, Policy and Socioeconomic Aspects provide great opportunities and challenges for farmers and policy makers in our region. The book is unique on this subject in Southern South America and constitutes a valuable reference material for graduate students, professors, scientists and extensionists who work with silvopastoral systems.

Cloud Computing, Big Data & Emerging Topics

Author : Marcelo Naiouf
Publisher : Springer
ISBN 13 : 9783030848248
Total Pages : 203 pages
Book Rating : 4.8/5 (482 download)

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Book Synopsis Cloud Computing, Big Data & Emerging Topics by : Marcelo Naiouf

Download or read book Cloud Computing, Big Data & Emerging Topics written by Marcelo Naiouf and published by Springer. This book was released on 2021-08-17 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the revised selected papers of the 9th International Conference on Cloud Computing, Big Data & Emerging Topics, JCC-BD&ET 2021, held in La Plata, Argentina*, in June 2021. The 12 full papers and 2 short papers presented were carefully reviewed and selected from a total of 37 submissions. The papers are organized in topical sections on parallel and distributed computing; machine and deep learning; big data; web and mobile computing; visualization.. *The conference was held virtually due to the COVID-19 pandemic.

Materialities, Textures and Pedagogies

Author : Tara Fenwick
Publisher : Routledge
ISBN 13 : 1317746937
Total Pages : 175 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Materialities, Textures and Pedagogies by : Tara Fenwick

Download or read book Materialities, Textures and Pedagogies written by Tara Fenwick and published by Routledge. This book was released on 2015-09-07 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book joins a developing tradition of ‘practice-based’ conceptions of learning, but with a special interest in foregrounding the materiality of educational processes. It challenges educational views that are preoccupied with developing a particular kind of human subject, and argues that relations among materials – including texts and technologies, embodiment, tools and natural forces - are key to understanding how learning and knowing emerge in collective activity. To critically examine materiality, the chapter authors draw from orientations associated with actor-network theory, but push forward these conceptions to create an important in-between place of inquiry in sociomaterial/STS studies and education. Most express concerns about visions of education that emphasise output driven learning, performativity, standardisation and representationalist forms of knowledge. They use sociomaterial approaches to make visible the everyday, particular micro-dynamics of education and learning. Their analyses reveal that power relations and the politics that infuse pedagogy are by no means confined to human interests and ideologies, but are created and sustained through materialising processes that are enmeshed with the social and semiotic. Ultimately, these sociomaterial analyses open new directions and vocabularies for reconceptualising what is taken to be pedagogy, where and how pedagogical processes occur, and what effects they have on culture and society. This book was originally published as a special issue of Pedagogy, Culture & Society.

e-Learning Ecologies

Author : Bill Cope
Publisher : Taylor & Francis
ISBN 13 : 1317273362
Total Pages : 225 pages
Book Rating : 4.3/5 (172 download)

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Book Synopsis e-Learning Ecologies by : Bill Cope

Download or read book e-Learning Ecologies written by Bill Cope and published by Taylor & Francis. This book was released on 2017-02-17 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: e-Learning Ecologies explores transformations in the patterns of pedagogy that accompany e-learning—the use of computing devices that mediate or supplement the relationships between learners and teachers—to present and assess learnable content, to provide spaces where students do their work, and to mediate peer-to-peer interactions. Written by the members of the "new learning" research group, this textbook suggests that e-learning ecologies may play a key part in shifting the systems of modern education, even as technology itself is pedagogically neutral. The chapters in this book aim to create an analytical framework with which to differentiate those aspects of educational technology that reproduce old pedagogical relations from those that are genuinely innovative and generative of new kinds of learning. Featuring case studies from elementary schools, colleges, and universities on the practicalities of new learning environments, e-Learning Ecologies elucidates the role of new technologies of knowledge representation and communication in bringing about change to educational institutions.

Dynamically Reconfigurable Systems

Author : Marco Platzner
Publisher : Springer Science & Business Media
ISBN 13 : 9048134854
Total Pages : 455 pages
Book Rating : 4.0/5 (481 download)

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Book Synopsis Dynamically Reconfigurable Systems by : Marco Platzner

Download or read book Dynamically Reconfigurable Systems written by Marco Platzner and published by Springer Science & Business Media. This book was released on 2010-03-10 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dynamically Reconfigurable Systems is the first ever to focus on the emerging field of Dynamically Reconfigurable Computing Systems. While programmable logic and design-time configurability are well elaborated and covered by various texts, this book presents a unique overview over the state of the art and recent results for dynamic and run-time reconfigurable computing systems. Reconfigurable hardware is not only of utmost importance for large manufacturers and vendors of microelectronic devices and systems, but also a very attractive technology for smaller and medium-sized companies. Hence, Dynamically Reconfigurable Systems also addresses researchers and engineers actively working in the field and provides them with information on the newest developments and trends in dynamic and run-time reconfigurable systems.

Copiar el edén

Author : María Berríos
Publisher :
ISBN 13 :
Total Pages : 662 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Copiar el edén by : María Berríos

Download or read book Copiar el edén written by María Berríos and published by . This book was released on 2006 with total page 662 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analyzes the evolution of contemporary art in Chile from 1973 to 2007. This edition reproduces more than 500 color images of works by 74 contemporary artists (selected by editor Mosquera) including names such as: Juan Downey, Carlos Arias, (Santiago, Chile, 1964); Juan Castillo, (Antofagasta, 1952); Eugenio Dittborn, (Santiago, Chile, 1943); Paz Errzuriz, (Santiago, Chile, 1944); Volupsa Jarpa, (Rancagua, 1971); Carlos Leppe, (Santiago, Chile, 1952); and Carolina Ruff, (Santiago, Chile, 1973), as well as younger generation artists. The artists are presented in alphabetical order with brief introductory texts. Each reproduced work is rigorously documented with a caption that, in addition to providing the technical data offers the reader a description of the work for better comprehension. Six essays by noted critics and art historians: Guillermo Machuca, Mar̕a Berr̕os, Justo Pastor Mellado, Catalina Mena, Nelly Richard y Adriana V̀lads (description provided by vendor).

The RISC-V Reader

Author : David A. Patterson
Publisher :
ISBN 13 : 9780999249109
Total Pages : pages
Book Rating : 4.2/5 (491 download)

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Book Synopsis The RISC-V Reader by : David A. Patterson

Download or read book The RISC-V Reader written by David A. Patterson and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Flip Your Classroom

Author : Jonathan Bergmann
Publisher : International Society for Technology in Education
ISBN 13 : 1564844684
Total Pages : 123 pages
Book Rating : 4.5/5 (648 download)

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Book Synopsis Flip Your Classroom by : Jonathan Bergmann

Download or read book Flip Your Classroom written by Jonathan Bergmann and published by International Society for Technology in Education. This book was released on 2012-06-21 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn what a flipped classroom is and why it works, and get the information you need to flip a classroom. You’ll also learn the flipped mastery model, where students learn at their own pace, furthering opportunities for personalized education. This simple concept is easily replicable in any classroom, doesn’t cost much to implement, and helps foster self-directed learning. Once you flip, you won’t want to go back!

The Ecological University

Author : Ronald Barnett
Publisher : Routledge
ISBN 13 : 1351762419
Total Pages : 381 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis The Ecological University by : Ronald Barnett

Download or read book The Ecological University written by Ronald Barnett and published by Routledge. This book was released on 2017-10-12 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: Universities continue to expand, bringing considerable debate about their purposes and relationship to the world. In The Ecological University, Ronald Barnett argues that universities are short of their potential and responsibilities in an ever-changing and challenging environment. This book centres on the idea that the expansion of higher education has opened new spaces and possibilities. The university is interconnected with a number of ecosystems: knowledge, social institutions, persons, the economy, learning, culture and the natural environment. These seven ecosystems of the university are all fragile and in order to advance and develop them universities need to engage with each one. By looking at matters such as the challenges of learning, professional life and research and inquiry, this book outlines just what it could mean for higher education institutions to understand and realize themselves as exemplars of the ecological university. With bold and original insights and practical principles for development, this radical and transformative book is essential reading for university leaders and administrators, academics, students, and all interested in the future of the university.

Boundaries

Author : Christine E. Gudorf
Publisher : Georgetown University Press
ISBN 13 : 1589016858
Total Pages : 329 pages
Book Rating : 4.5/5 (89 download)

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Book Synopsis Boundaries by : Christine E. Gudorf

Download or read book Boundaries written by Christine E. Gudorf and published by Georgetown University Press. This book was released on 2010-04-15 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this expanded and revised edition of a fresh and original case-study textbook on environmental ethics, Christine Gudorf and James Huchingson continue to explore the line that separates the current state of the environment from what it should be in the future. Boundaries begins with a lucid overview of the field, highlighting the key developments and theories in the environmental movement. Specific cases offer a rich and diverse range of situations from around the globe, from saving the forests of Java and the use of pesticides in developing countries to restoring degraded ecosystems in Nebraska. With an emphasis on the concrete circumstances of particular localities, the studies continue to focus on the dilemmas and struggles of individuals and communities who face daunting decisions with serious consequences. This second edition features extensive updates and revisions, along with four new cases: one on water privatization, one on governmental efforts to mitigate global climate change, and two on the obstacles that teachers of environmental ethics encounter in the classroom. Boundaries also includes an appendix for teachers that describes how to use the cases in the classroom.

The North American Mosaic

Author : Commission for Environmental Cooperation (Montréal, Québec). Secretariat
Publisher :
ISBN 13 :
Total Pages : 240 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis The North American Mosaic by : Commission for Environmental Cooperation (Montréal, Québec). Secretariat

Download or read book The North American Mosaic written by Commission for Environmental Cooperation (Montréal, Québec). Secretariat and published by . This book was released on 2001 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: The North American Mosaic has four overarching features. First, it is, to the extent feasible, based on comparable information on the status and trends of major indicators of the state of the environment in Canada,Mexico, and the United States. Second, the report confirms that these three countries together make up an incredibly complex, dynamic, and interconnected ecosystem in which humans play a dominant and decisive role. Third, the report raises important and sometimes disquieting questions concerning the sustainability of some current trends. Finally, the report is a reminder that our economic, social, and physical well-being are utterly dependent on the life-sustaining services provided by nature. This report emphasizes the importance of developing mutually compatible economic, social, and environmental goals and policies across the three-country region.