Statistical Learning Using Neural Network / Basilio de Bragança Pereira (2020)

Public ISBD title : Statistical Learning Using Neural Network : A Guide for Statisticians and Data Scientists with Python Type de document : printed text Auteur : Basilio de Bragança Pereira, Author ; Calyampudi Radhakrishna Rao (1920-2023), Author Editeur : Boca Raton : CRC Press/Taylor & Francis Group Date de publication : 2020 ISBN (ou autre code) : 978-1-03-233593-3 Langue : English (eng) Mots clé : regression neural network models  some common neural network model Indexation : 006.31 Résumé : Statistical Learning using Neural Networks: A Guide for Statisticians and Data Scientists with Python introduces artificial neural networks starting from the basics and increasingly demanding more effort from readers, who can learn the theory and its applications in statistical methods with concrete Python code examples. It presents a wide range of widely used statistical methodologies, applied in several research areas with Python code examples, which are available online. It is suitable for scientists and developers as well as graduate students. Key Features: Discusses applications in several research areas Covers a wide range of widely used statistical methodologies Includes Python code examples Gives numerous neural network models This book covers fundamental concepts on Neural Networks including Multivariate Statistics Neural Networks, Regression Neural Network Models, Survival Analysis Networks, Time Series Forecasting Networks, Control Chart Networks, and Statistical Inference Results. This book is suitable for both teaching and research. It introduces neural networks and is a guide for outsiders of academia working in data mining and artificial intelligence (AI). This book brings together data analysis from statistics to computer science using neural networks. Statistical Learning Using Neural Network : A Guide for Statisticians and Data Scientists with Python [printed text] / Basilio de Bragança Pereira, Author ; Calyampudi Radhakrishna Rao (1920-2023), Author . - Boca Raton : CRC Press/Taylor & Francis Group, 2020. ISBN : 978-1-03-233593-3 Langue : English (eng) Mots clé : regression neural network models  some common neural network model Indexation : 006.31 Résumé : Statistical Learning using Neural Networks: A Guide for Statisticians and Data Scientists with Python introduces artificial neural networks starting from the basics and increasingly demanding more effort from readers, who can learn the theory and its applications in statistical methods with concrete Python code examples. It presents a wide range of widely used statistical methodologies, applied in several research areas with Python code examples, which are available online. It is suitable for scientists and developers as well as graduate students. Key Features: Discusses applications in several research areas Covers a wide range of widely used statistical methodologies Includes Python code examples Gives numerous neural network models This book covers fundamental concepts on Neural Networks including Multivariate Statistics Neural Networks, Regression Neural Network Models, Survival Analysis Networks, Time Series Forecasting Networks, Control Chart Networks, and Statistical Inference Results. This book is suitable for both teaching and research. It introduces neural networks and is a guide for outsiders of academia working in data mining and artificial intelligence (AI). This book brings together data analysis from statistics to computer science using neural networks.

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Statistical learning using neural networks / Basilio de Bragança Pereira (C 2020)

Public ISBD title : Statistical learning using neural networks : a guide for statisticians and data scientists with Python Type de document : printed text Auteur : Basilio de Bragança Pereira, Author ; Calyampudi Radhakrishna Rao (1920-2023), Author ; Fabio Borges de Oliveira, Author Editeur : Boca Raton : CRC Press/Taylor & Francis Group Date de publication : C 2020 Nombre de pages : 1 vol. (xiii-233 p.) Ill. : ill., tabl., graph Dimensions : 23 cm ISBN (ou autre code) : 978-1-138-36450-9 Note général : Bibliogr. p.215-231. Index Langue : English (eng) Mots clé :   Statistique  Informatique  Analyse multivariée  Informatique  Réseaux neuronaux (informatique)  Apprentissage automatique  Statistique  Méthodologie  Python (langage de programmation)  Statistics  Data processing  Multivariate analysis  Data processing  Neural networks (Computer science)  Computational learning theory  Statistics  Methodology  Python (Computer program language) Indexation : 519.5 Note de contenu : Fundamental concepts on neural networks Some common neural network models Multivariate statistics neural network models Regression neural network models Survival analysis and other networks Statistical learning using neural networks : a guide for statisticians and data scientists with Python [printed text] / Basilio de Bragança Pereira, Author ; Calyampudi Radhakrishna Rao (1920-2023), Author ; Fabio Borges de Oliveira, Author . - Boca Raton : CRC Press/Taylor & Francis Group, C 2020 . - 1 vol. (xiii-233 p.) : ill., tabl., graph ; 23 cm. ISBN : 978-1-138-36450-9 Bibliogr. p.215-231. Index Langue : English (eng) Mots clé :   Statistique  Informatique  Analyse multivariée  Informatique  Réseaux neuronaux (informatique)  Apprentissage automatique  Statistique  Méthodologie  Python (langage de programmation)  Statistics  Data processing  Multivariate analysis  Data processing  Neural networks (Computer science)  Computational learning theory  Statistics  Methodology  Python (Computer program language) Indexation : 519.5 Note de contenu : Fundamental concepts on neural networks Some common neural network models Multivariate statistics neural network models Regression neural network models Survival analysis and other networks

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