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Métodos de Data Science aplicados a la Economía y a la Dirección y Administración de Empresas

Métodos de Data Science aplicados a la Economía y a la Dirección y Administración de Empresas PDF Author: VICENTE VÍRSEDA Juan Antonio
Publisher: Editorial UNED
ISBN: 8436276019
Category : Computers
Languages : es
Pages : 442

Book Description
El libro pretende hacer una revisión de las técnicas más habituales en Data Science, desde los modelos estadísticos de regresión lineal hasta aquellos más avanzados de redes neuronales, pasando por algoritmos y modelos básicos en el análisis de datos. Todo ello se plasma de manera práctica, utilizando como herramienta de análisis R, que es un lenguaje de programación de común utilización en el ámbito de las ciencias sociales, al que, además, se le dedica un tema introductorio para que el estudiante se maneje con facilidad. De esta forma, el manual no solo contiene los aspectos teóricos de los diferentes modelos estadísticos, sino también ejemplos de carácter práctico, sobre bases de datos de referencia y de fácil de acceso en Internet, que permiten al lector tener una visión clara y útil de aquello en lo que previamente ha profundizado. Los cuatro autores del libro son directores de la formación modular de Experto, Especialización y Máster en Big Data y Data Science Aplicados a la Economía y Administración de la Empresa, que se ha convertido en un gran banco de pruebas y experiencia para la gestión de este manual. De igual forma, los cuatro autores son doctores, habiendo aplicado estas técnicas de análisis en las diferentes investigaciones que han realizado, así como en los proyectos en los que han participado.

Métodos de Data Science aplicados a la Economía y a la Dirección y Administración de Empresas

Métodos de Data Science aplicados a la Economía y a la Dirección y Administración de Empresas PDF Author: VICENTE VÍRSEDA Juan Antonio
Publisher: Editorial UNED
ISBN: 8436276019
Category : Computers
Languages : es
Pages : 442

Book Description
El libro pretende hacer una revisión de las técnicas más habituales en Data Science, desde los modelos estadísticos de regresión lineal hasta aquellos más avanzados de redes neuronales, pasando por algoritmos y modelos básicos en el análisis de datos. Todo ello se plasma de manera práctica, utilizando como herramienta de análisis R, que es un lenguaje de programación de común utilización en el ámbito de las ciencias sociales, al que, además, se le dedica un tema introductorio para que el estudiante se maneje con facilidad. De esta forma, el manual no solo contiene los aspectos teóricos de los diferentes modelos estadísticos, sino también ejemplos de carácter práctico, sobre bases de datos de referencia y de fácil de acceso en Internet, que permiten al lector tener una visión clara y útil de aquello en lo que previamente ha profundizado. Los cuatro autores del libro son directores de la formación modular de Experto, Especialización y Máster en Big Data y Data Science Aplicados a la Economía y Administración de la Empresa, que se ha convertido en un gran banco de pruebas y experiencia para la gestión de este manual. De igual forma, los cuatro autores son doctores, habiendo aplicado estas técnicas de análisis en las diferentes investigaciones que han realizado, así como en los proyectos en los que han participado.

Machine Learning

Machine Learning PDF Author: Ethem Alpaydin
Publisher: MIT Press
ISBN: 0262529513
Category : Computers
Languages : en
Pages : 225

Book Description
A concise overview of machine learning—computer programs that learn from data—which underlies applications that include recommendation systems, face recognition, and driverless cars. Today, machine learning underlies a range of applications we use every day, from product recommendations to voice recognition—as well as some we don't yet use everyday, including driverless cars. It is the basis of the new approach in computing where we do not write programs but collect data; the idea is to learn the algorithms for the tasks automatically from data. As computing devices grow more ubiquitous, a larger part of our lives and work is recorded digitally, and as “Big Data” has gotten bigger, the theory of machine learning—the foundation of efforts to process that data into knowledge—has also advanced. In this book, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general reader, describing its evolution, explaining important learning algorithms, and presenting example applications. Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today's machine learning boom in context. He describes the basics of machine learning and some applications; the use of machine learning algorithms for pattern recognition; artificial neural networks inspired by the human brain; algorithms that learn associations between instances, with such applications as customer segmentation and learning recommendations; and reinforcement learning, when an autonomous agent learns act so as to maximize reward and minimize penalty. Alpaydin then considers some future directions for machine learning and the new field of “data science,” and discusses the ethical and legal implications for data privacy and security.

Enhancing Synergies in a Collaborative Environment

Enhancing Synergies in a Collaborative Environment PDF Author: Pablo Cortés
Publisher: Springer
ISBN: 3319140787
Category : Technology & Engineering
Languages : en
Pages : 370

Book Description
This volume contains a selection of the best papers presented at the 8th International Conference on Industrial Engineering and Industrial Management, XX International Conference on Industrial Engineering and Operations Management, and International IIE Conference 2014, hosted by ADINGOR, ABEPRO and the IIE, whose mission is to promote links between researchers and practitioners from different branches, to enhance an interdisciplinary perspective of industrial engineering and management. The conference topics covered: operations research, modelling and simulation, computer and information systems, operations research, scheduling and sequencing, logistics, production and information systems, supply chain and logistics, transportation, lean management, production planning and control, production system design, reliability and maintenance, quality management, sustainability and eco-efficiency, marketing and consumer behavior, business administration and strategic management, economic and financial management, technological and organizational innovation, strategy and entrepreneurship, economics engineering, enterprise engineering, global operations and cultural factors, operations strategy and performance, management social responsibility, environment and sustainability. This book will be of interest to researchers and practitioners working in any of the fields mentioned above.

The North American Mosaic

The North American Mosaic PDF Author: Commission for Environmental Cooperation (Montréal, Québec). Secretariat
Publisher:
ISBN:
Category : Agriculture
Languages : en
Pages : 240

Book Description
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.

Theory-Driven Evaluations

Theory-Driven Evaluations PDF Author: Huey T. Chen
Publisher: SAGE Publications
ISBN: 1452252440
Category : Social Science
Languages : en
Pages : 331

Book Description
With the publication of Theory-Driven Evaluations, Huey-Tsyh Chen has given us an ambitious volume. . . . Indeed, it is the aspiration of this book to provide a conceptual framework that integrates the diverse approaches and paradigms of evaluation. For those of us accustomed to the rhetoric of the paradigm wars that have been raging in recent years, it is refreshing to find a text that works so assiduously at reconciliation. . . . There is much that is useful in Chen′s analysis. He gives us a full and thoughtful book that attempts no less than the construction of a conceptual framework for all of program evaluation. . . . It provides an impressive compendium of source material and references spanning not only evaluation, but related work in economics and public policy (this alone is worth the price of the book). . . . Chen′s Theory-Driven Evaluations provides a stimulating, even heroic attempt to bring some conceptual integration to a field that has been too long dominated by methodological paradigms and procedural particulars. --a prepublication review for Evaluation and Program Planning "Generous use of examples which are well selected and lucidly summarized." --Contemporary Sociology "Chen introduces a new, comprehensive framework for program evaluation that is designed to bridge the gap between method and theory-oriented perspectives. . . . For program planners, decision makers, scholars, and students, this volume clarifies, illuminates and provides unique insights into the conception, construction and implementation of a wide range of programs. . . . The research examples used in the discussion draw upon various areas, such as education, welfare, health, criminal justice, job training [and] family construction to attract a wider audience." --Journal of Applied Rehabilitation Counseling Program evaluation has traditionally emphasized the application of social science research methods in evaluation activities. However, there is a growing awareness that program theory is vital for broadening the scope and enhancing the usefulness of program evaluation. In Theory-Driven Evaluations, Huey-Tsyh Chen introduces a new, comprehensive framework for program evaluation that is designed to bridge the gap between the method- and theory-oriented perspectives. He provides an intensive discussion of the nature and functions of program theory, approaches to constructing program theories, and the integration of program theory with evaluation processes. Specific types of theory-driven evaluations, as well as principles and guidelines for application are developed for meeting different policy purposes. Application of systematic strategies is illustrated by concrete examples from a variety of evaluation studies in different fields. The presentation of this new perspective directly addresses the needs and concerns in both the professional and applied areas of program evaluation. For program planners, decisionmakers, scholars and students, this volume will clarify, illuminate, and provide unique insights into the conception, construction, and implementation of a wide range of programs.

Beyond the Diamond

Beyond the Diamond PDF Author: Julien Van Den Broeck
Publisher: JAI Press Incorporated
ISBN: 9781559384346
Category : Business & Economics
Languages : en
Pages : 0

Book Description
Part of a series which presents research on global strategic management, this volume focuses on the corporate response to global change. Topics discussed include strategic management and institutional dynamics, and methodological perspectives on the dynamics of national competitive advantage.

Cloud Computing, Big Data & Emerging Topics

Cloud Computing, Big Data & Emerging Topics PDF Author: Marcelo Naiouf
Publisher: Springer
ISBN: 9783030848248
Category : Computers
Languages : en
Pages : 203

Book Description
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.

Universities and the Global Knowledge Economy

Universities and the Global Knowledge Economy PDF Author: Henry Etzkowitz
Publisher: Burns & Oates
ISBN: 9780826479068
Category :
Languages : en
Pages : 0

Book Description
University and industry, up to now relatively separate and distinct institutional spheres, are assuming tasks that were formerly largely the province of the other in the development of new technologies. A new social contract is being drawn up between the university and the larger society, in which public funding for the university is made contingent upon a more direct contribution to the economy. Has economic development become a function of the university in addition to teaching and research? As the university crosses traditional boundaries through linkages to industry, it must devise ways to make its multiple purposes compatible with each other. The impetuses include: the industrial activities of individual academics in forming firms, which take on a collective force as they become Increasingly common; the organisational inititiatives of academic administrators in establishing procedures and administrative offices for university-industry relations...

Data Warehousing in the Real World

Data Warehousing in the Real World PDF Author: Sam Anahory
Publisher: Addison-Wesley Professional
ISBN: 9780201175196
Category : Computers
Languages : en
Pages : 0

Book Description
Data Warehouses are the primary means by which businesses can gain competitive advantage through analysing and using the information stored in their computerised systems. However, the Data Warehousing market is inundated with confusing, often contradictory, technical information from suppliers of hardware, databases and tools. Data Warehousing in the Real World provides comprehensive guidelines and techniques for the delivery of decision support solutions using open-systems Data Warehouses.Written by practitioners for practitioners Data Warehousing in the Real World describes each stage of the implementation process in detail: from project planning and requirements analysis, through architecture and design to administrative issues such as user access, security, back-up and recovery.Read this book to: - Learn the fundamentals of designing large-scale Data Warehouses using relational technology- Take advantage of product-independent comprehensive guidelines which cover all the issues you need to take into account when planning and building a Data Warehouse- Benefit from the authors' experience distilled into helpful hints and tips- Apply to your own situation with examples of real-life solutions taken from a variety of different business sectors- Make use of the templates for project-plans, system architectures and database designs provided in the appendixAbout the Authors: Sam Anahory is Director for Systems Integration at SHL Systemhouse (UK) where he runs their Data Warehousing practice, delivering Data Warehousing solutions to clients and managing the systems integration required. Prior to this, he built up and ran the Data Warehousing Practice for Oracle Corporation (UK).DennisMurray is a Principal consultant with Oracle Corporation (UK). While through being the Technical Architect for many Data Warehousing solutions, he has accumulated a vast amount of experience on a wide range of hardware platforms.Together they have collaborated on developing and giving training courses, workshops and presentations on the business and technical issues associated with delivering a Data Warehouse.

Information Technology and Corporate Strategy

Information Technology and Corporate Strategy PDF Author: J Yannis Bakos
Publisher: Legare Street Press
ISBN: 9781019949313
Category :
Languages : en
Pages : 0

Book Description
Information Technology and Corporate Strategy A Research Perspective is a groundbreaking book that explores the relationship between IT and corporate strategy. The book presents a research-based approach to understanding how IT can be used to create competitive advantage and drive corporate success. It is a must-read for anyone interested in the role of IT in business strategy. This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work is in the "public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.