Machine Learning En Espa Ol
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Neural Networks And Deep Learning
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Author : Charu C. Aggarwal
language : en
Publisher: Springer
Release Date : 2018-08-25
Neural Networks And Deep Learning written by Charu C. Aggarwal and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-25 with Computers categories.
This book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. The theory and algorithms of neural networks are particularly important for understanding important concepts, so that one can understand the important design concepts of neural architectures in different applications. Why do neural networks work? When do they work better than off-the-shelf machine-learning models? When is depth useful? Why is training neural networks so hard? What are the pitfalls? The book is also rich in discussing different applications in order to give the practitioner a flavor of how neural architectures are designed for different types of problems. Applications associated with many different areas like recommender systems, machine translation, image captioning, image classification, reinforcement-learning based gaming, and text analytics are covered. The chapters of this book span three categories: The basics of neural networks: Many traditional machine learning models can be understood as special cases of neural networks. An emphasis is placed in the first two chapters on understanding the relationship between traditional machine learning and neural networks. Support vector machines, linear/logistic regression, singular value decomposition, matrix factorization, and recommender systems are shown to be special cases of neural networks. These methods are studied together with recent feature engineering methods like word2vec. Fundamentals of neural networks: A detailed discussion of training and regularization is provided in Chapters 3 and 4. Chapters 5 and 6 present radial-basis function (RBF) networks and restricted Boltzmann machines. Advanced topics in neural networks: Chapters 7 and 8 discuss recurrent neural networks and convolutional neural networks. Several advanced topics like deep reinforcement learning, neural Turing machines, Kohonen self-organizing maps, and generative adversarial networks are introduced in Chapters 9 and 10. The book is written for graduate students, researchers, and practitioners. Numerous exercises are available along with a solution manual to aid in classroom teaching. Where possible, an application-centric view is highlighted in order to provide an understanding of the practical uses of each class of techniques.
Machine Learning For Text
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Author : Charu C. Aggarwal
language : en
Publisher: Springer
Release Date : 2018-03-19
Machine Learning For Text written by Charu C. Aggarwal and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-19 with Computers categories.
Text analytics is a field that lies on the interface of information retrieval,machine learning, and natural language processing, and this textbook carefully covers a coherently organized framework drawn from these intersecting topics. The chapters of this textbook is organized into three categories: - Basic algorithms: Chapters 1 through 7 discuss the classical algorithms for machine learning from text such as preprocessing, similarity computation, topic modeling, matrix factorization, clustering, classification, regression, and ensemble analysis. - Domain-sensitive mining: Chapters 8 and 9 discuss the learning methods from text when combined with different domains such as multimedia and the Web. The problem of information retrieval and Web search is also discussed in the context of its relationship with ranking and machine learning methods. - Sequence-centric mining: Chapters 10 through 14 discuss various sequence-centric and natural language applications, such as feature engineering, neural language models, deep learning, text summarization, information extraction, opinion mining, text segmentation, and event detection. This textbook covers machine learning topics for text in detail. Since the coverage is extensive,multiple courses can be offered from the same book, depending on course level. Even though the presentation is text-centric, Chapters 3 to 7 cover machine learning algorithms that are often used indomains beyond text data. Therefore, the book can be used to offer courses not just in text analytics but also from the broader perspective of machine learning (with text as a backdrop). This textbook targets graduate students in computer science, as well as researchers, professors, and industrial practitioners working in these related fields. This textbook is accompanied with a solution manual for classroom teaching.
Para Espa Ol Oprima 2
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Author : Juan Rodulfo
language : en
Publisher: Juan Rodulfo
Release Date : 2019-11-09
Para Espa Ol Oprima 2 written by Juan Rodulfo and has been published by Juan Rodulfo this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-09 with Art categories.
As a Rideshare Driver, waiting for somebody to show on the App, I had plenty of time to meditate about important subjects that has been difficult to solve since the beginnings of Humanity, like for example: Who was first?, The Egg or the Hen?. After years of discussion, research and study, I’ve came to the conclusion that nobody knows and nobody will, determine WHO IS IMMIGRANT OR NATIONAL, since the Evolution Theory comes with the cell growing and evolving from it through Earlier Apes (Nakalipithecus), Ouranophitecus (Gorilla Split) , Sahelanthropus (Possibly Bipedal), Orrorin (Chimpanzee Split), in the Hominini Stage Miocene Age, then the Homo Habilis Stage of the Pliocene Age including the Ardipithecus & Australophitecus (Earliest Bipedal and use of Stone Tools), and the Pleistocene Age starting with the Homo Erectus (Exit from Africa and Earliest fire use), following the Homo Heidelbergensis (Earliest Clothes and Cooking), the Neanderthals and the Homo sapiens which characterize as Modern Humans/Speech, as published on Wikipedia; some religions still believe that there is a God who created a Man, then took out his rib and made a Woman, in some place (With unknown coordinates) named Eden, then the Woman ate an apple a snake gave her and then they both were kicked out from that place and sent somewhere else, even if I believe this theory, who can answer me who is the IMMIGRANT, if they then began to populate our Planet with their descendants?. These days, sales of tiki torches and white bedding sets skyrocketed thanks to Radical Nationalist nerves stimulated by Leaders and small groups around the US and other "developed" countries on East, West, North and South, setting the public stage to the spread of hate speech and crimes. But, is that bad to be here and speak other language, be fat - non white and ugly (like me)?, How does the US thrive with a population of 329,758,344 humans and around 350 languages spoken in its territory?
Computer Science Cacic 2022
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Author : Patricia Pesado
language : en
Publisher: Springer Nature
Release Date : 2023-05-26
Computer Science Cacic 2022 written by Patricia Pesado and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-26 with Computers categories.
This book constitutes the refereed proceedings of the 28th Argentine Congress on Computer Science, CACIC 2022, held in La Rioja, Argentina, during October 3–6, 2022. The 20 full papers included in this book were carefully reviewed and selected from 184 submissions. They were organized in topical sections as follows: Agents and Systems; Technology Applied to Education; Graphic Computation, Images and Visualization; Software Engineering; Databases and Data Mining; Hardware Architectures, Networks, and Operating Systems; Innovation in Software Systems; Signal Processing and Real-Time Systems; Innovation in Computer Science Education; and Digital Goverance and Smart Cities.
Diccionario Enciclop Dico De T Rminos T Cnicos Ingl S Espa Ol Espa Ol Ingl S
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Author : Javier L. Collazo
language : en
Publisher: McGraw-Hill Companies
Release Date : 1980
Diccionario Enciclop Dico De T Rminos T Cnicos Ingl S Espa Ol Espa Ol Ingl S written by Javier L. Collazo and has been published by McGraw-Hill Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980 with Technology & Engineering categories.
Linguistic Informatics State Of The Art And The Future
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Author : Yuji Kawaguchi
language : en
Publisher: John Benjamins Publishing
Release Date : 2005-04-14
Linguistic Informatics State Of The Art And The Future written by Yuji Kawaguchi and has been published by John Benjamins Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-04-14 with Language Arts & Disciplines categories.
It is widely believed that linguistic theories and information technology have considerably influenced foreign language education. However, the collaboration of these three domains has not brought about new scientific results. It it thus, our attempt to realize an integration of theoretical and applied linguistics on the basis of computer sciences, and establish a new synthetic field called "Linguistic Informatics." The present volume constitutes the Proceedings of the First International Conference on Linguistic Informatics held at Tokyo University of Foreign Studies (TUFS) in December 2003. The volume is comprised of five chapters. 1. Computer-Assisted Linguistics: Potential for collaboration between linguistics and informatics. 2. Corpus Linguistics : Status report on corpus-based linguistic research. 3. Applied Linguistics : Relationship between second language acquisition and linguistic theory. 4. Discourse Analysis and Language Teaching : Current status of natural dialogue-based discourse analysis. 5. TUFS Language Modules : Development of multilingual e-learning materials covering 17 different languages.
Traducci N Chino Espa Ol Teor A Y Pr Ctica
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Author : 元照
language : zh-CN
Publisher: 元照出版公司
Release Date : 2022-05-01
Traducci N Chino Espa Ol Teor A Y Pr Ctica written by 元照 and has been published by 元照出版公司 this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-01 with Antiques & Collectibles categories.
陸孟雁老師這本關於西班牙語翻譯的著作堪稱她十年來教學的心血結晶。綜觀內容涵蓋筆譯與口譯，理論與實務兼而有之。在臺灣所出版的西語翻譯書籍裡算是異軍突起。 2009 年8 月某日午後甫接系主任職務的我，在辦公室見到一位秀外慧中的女士，自我介紹叫陸孟雁，詢問是否有教職缺，因對她小時候在國外長大、輔大研究所甫畢業，即來系上任教過有特別印象，加上翻譯課尚缺一位教師，欣然邀請她加入教師行列。中斷教學多年之後，她得以重拾教鞭、發揮她對教學的熱情至今。
Espa Ol Para Fines Espec Ficos Efe The Routledge Handbook Of Spanish For Specific Purposes Ssp
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Author : Barbara A. Lafford
language : en
Publisher: Taylor & Francis
Release Date : 2025-02-11
Espa Ol Para Fines Espec Ficos Efe The Routledge Handbook Of Spanish For Specific Purposes Ssp written by Barbara A. Lafford and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-11 with Foreign Language Study categories.
Español para Fines Específicos (EFE) / The Routledge Handbook of Spanish for Specific Purposes (SSP) is the first handbook of its kind, presenting up-to-date research in this growing sub-field within languages for specific purposes (EFS). Written in Spanish, this handbook brings together SSP scholars from across geographical regions to share perspectives on past, present and future currents in the field. The SSP topics include historical perspectives, Spanish for academic purposes, genre, discourse, and corpus analysis for research and teaching, lexicography, translation studies, curricular design and assessment of skills and programs, integration of SSP into general Spanish courses, teaching intercultural competence, teaching Heritage and second-language learners, pre-university education, use of technology, use of case-study methodology, teacher education, experiential learning, and research on SSP in a wide range of domains such as science and technology, healthcare, legal, military, business, tourism, and the agricultural industry. This Handbook is ideal for those interested in the use of Spanish in educational and professional contexts, and the teaching and learning of SSP. It also offers an excellent reference for students and scholars in Spanish Applied Linguistics and for instructors and researchers in Spanish for Specific Purposes. ---------------------------------------------------------------------------------------------------------------- Español para Fines Específicos (EFE) / The Routledge Handbook of Spanish for Specific Purposes (SSP) es el primer manual de este tipo que presenta investigaciones actualizadas en este subcampo en auge dentro de las lenguas para fines específicos (LFE). Escrito en español, este manual reúne a académicos de EFE de distintas partes del mundo para compartir perspectivas sobre las corrientes pasadas, presentes y futuras en el campo. Los temas de EFE incluyen perspectivas históricas, español con fines académicos, análisis de género, discurso y corpus para fines investigativos y pedagógicos, lexicografía, traductología, traducción, diseño curricular y evaluación de habilidades y programas, integración de EFE en cursos generales de español, enseñanza de la competencia intercultural, enseñanza de hablantes de herencia y aprendices de segundas lenguas, educación preuniversitaria, uso de tecnología, uso del método del caso, formación docente, aprendizaje experiencial e investigación sobre EFE en una amplia gama de dominios como ciencia y tecnología, salud, ámbito jurídico, ámbito militar, negocios, turismo y la industria agropecuaria. Este manual es ideal para aquellos interesados en el uso del español en contextos educativos y profesionales, y en la enseñanza y el aprendizaje de EFE. Además, ofrece una excelente referencia para estudiantes y académicos en lingüística aplicada del español y para instructores e investigadores en español para fines específicos.
Terminolog A Del Espa Ol El T Rmino Spanish Terminology The Term
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Author : Gabriel Quiroz
language : es
Publisher: Taylor & Francis
Release Date : 2024-06-26
Terminolog A Del Espa Ol El T Rmino Spanish Terminology The Term written by Gabriel Quiroz and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-26 with Foreign Language Study categories.
Terminología del español: el término / Spanish Terminology: The Term provides a consolidated and research-based guide to Terminology Science in Spanish. This edited collection brings together experts in the field who draw upon a large-scale, multi-subject terminology and corpus linguistics research project to provide data, examples, trends, models, analysis, and discussion of terms. Readers will find this a practical guide to term characterization that can be applied to tasks and processes related to terminology, term extraction, specialized translation, knowledge representation, and language for specific purposes. Nine of the 13 chapters focus on a specialized category ranging from terminological nouns and verbs to complex terms and specialized phraseology and offers a qualitative characterization of the relevant category, as well as a quantitative insight into the category trends in a representative corpus of specialized discourses in Spanish. The volume also includes chapters on the teaching of terminology, term extraction, the methodology of terminological projects, and a quantum theory of the term. This volume will be of interest to specialists in Terminology, Spanish linguistics, technology-mediated language processing, specialized translation, specialized lexicography, and language for specific purposes. Terminología del español: el término / Spanish Terminology: The Term constituye una guía comprensiva y basada en investigación sobre la Terminología en español. Este volumen editado reúne a expertos en el campo, los cuales se basan en un proyecto de investigación multidisciplinario y representativo en terminología y lingüística de corpus para mostrar datos, ejemplos, tendencias, modelos, análisis y discusión de diversos términos. Los lectores encontrarán en este libro una guía práctica para la caracterización de términos, lo cual se puede aplicar a tareas y procesos relacionados con la terminología, la extracción de términos, la traducción especializada, la representación del conocimiento y el lenguaje con fines específicos, entre otros. Nueve de los 13 capítulos se centran en una categoría especializada que va desde sustantivos y verbos terminológicos hasta términos complejos y fraseología especializada, y ofrecen una caracterización cualitativa de la categoría relevante, así como una perspectiva cuantitativa sobre las tendencias de la categoría en un corpus representativo de discursos especializados en español. El volumen también incluye un capítulo que propone una teoría cuántica del término, así como tres capítulos adicionales dedicados a la enseñanza de la terminología, la extracción de términos y la metodología de proyectos terminológicos. El volumen será de interés para especialistas en Terminología, lingüística española, procesamiento del lenguaje mediado por tecnologías, traducción especializada, lexicografía especializada y lenguas con fines específicos.
El Espa Ol Como Lengua Para La Innovaci N Profesional Art Culos Seleccionados Del Vi Congreso Internacional De Espa Ol Para F Nes Espec Ficos Ciefe
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Author :
language : es
Publisher: Ministerio de Educación
Release Date : 2018
El Espa Ol Como Lengua Para La Innovaci N Profesional Art Culos Seleccionados Del Vi Congreso Internacional De Espa Ol Para F Nes Espec Ficos Ciefe written by and has been published by Ministerio de Educación this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with categories.
La sexta edición del Congreso Internacional del Español con fines especifícos (CIEFE), tuvo lugar en Ámsterdam entre el 31 de marzo y el 1 de abril de 2017, siendo una vez más un referente para la reflexión acerca del español como instrumento de comunicación internacional, su desarrollo en el ámbito profesional y su necesaria adaptación a los requerimientos que se demandan en la sociedad actual y futura. En esta edición VI del CIEFE se han congregado investigadores universitarios, profesores de español y representantes del mundo empresarial de 19 nacionalidades diferentes (España, Estados Unidos, Brasil, Chile, Alemania, Austria, Bélgica, Francia, Irlanda, Italia, Luxemburgo, Noruega, Países Bajos, Portugal, Reino Unido, Argelia, Marruecos, Chipre y Suiza), enriqueciendo el debate suscitado en conferencias plenarias, mesas redondas, talleres y comunicaciones.