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Data Science and Machine Learning: Mathematical and Statistical Methods, Second Edition
Zdravko Botev, Dirk P. Kroese, Thomas Taimre
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• Author(s): Zdravko Botev | Dirk P. Kroese | Thomas Taimre • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: StatisticsPraise for the first edition: "In nine succinct but information-packed chapters, the authors provide a logically ...
View full detailsAI for Knowledge
Andrew Cox, Mike Thelwall
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• Author(s): Andrew Cox | Mike Thelwall • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThe book develops a view of AI rooted in the theories and values of Information Science (the social science of k...
View full detailsData Science and Machine Learning Applications in Subsurface Engineering
Daniel Asante Otchere
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• Author(s): Daniel Asante Otchere • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Physics - GeophysicsThis book covers unsupervised learning, supervised learning, clustering approaches, feature engineering, explainable AI and mult...
View full detailsGraph Learning Techniques
Baoling Shan
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• Author(s): Baoling Shan • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • Subject: Computer Science and Information Technology • BISAC: Data Science - Machine LearningThis comprehensive guide addresses key challenges at the int...
View full detailsFeature Selection and Feature Extraction on Omics Data
Saurav Mallik, Zhongming Zhao, Soumita Seth
Hardcover
• Author(s): Saurav Mallik | Zhongming Zhao | Soumita Seth • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThe book Advanced Feature Selection and Feature Extraction Techniques for Omics Data Analysis...
View full detailsOrganizational Excellence: Data, Technology and Leadership
Shyama Prasad Mukherjee
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• Author(s): Shyama Prasad Mukherjee • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThis book discusses the multifaceted nature of organisational excellence and proceeds to consider the roles played ...
View full detailsData Science for Engineers
Raghunathan Rengaswamy, Resmi Suresh
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• Author(s): Raghunathan Rengaswamy | Resmi Suresh • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: ElectricalWith tremendous improvement in computational power and availability of rich data, almost all engineering disciplines use d...
View full detailsMachine Learning in 2D Materials Science
Parvathi Chundi, Venkataramana Gadhamshetty, Bharat K. Jasthi
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• Author(s): Parvathi Chundi | Venkataramana Gadhamshetty | Bharat K. Jasthi • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Materials Science - GeneralData science and machine learning (ML) methods are increasingly being used to t...
View full detailsMachine Learning: An Algorithmic Perspective, Second Edition
Stephen Marsland
Hardcover
• Author(s): Stephen Marsland • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Data AnalyticsA Proven, Hands-On Approach for Students without a Strong Statistical FoundationSince the best-selling first edition was pub...
View full detailsOrganizational Excellence: Data, Technology and Leadership
Shyama Prasad Mukherjee
Hardcover
• Author(s): Shyama Prasad Mukherjee • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThis book discusses the multifaceted nature of organisational excellence and proceeds to consider the roles played ...
View full detailsDemystifying AI: Data Science and Machine Learning Using IBM SPSS Modeler
Dothang Truong
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• Author(s): Dothang Truong • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: StatisticsAs artificial intelligence advances at an exponential pace, understanding data science and machine learning has become increasingly essential. Ye...
View full detailsData-Driven Applications for Emerging Technologies
Nazmul Siddique, Mohammad Shamsul Arefin, Ahmed Wasif Reza
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• Author(s): Nazmul Siddique | Mohammad Shamsul Arefin | Ahmed Wasif Reza • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Computer ScienceData-Driven Applications for Emerging Technologies explores the practical use of data science...
View full detailsModels Demystified: A Practical Guide from Linear Regression to Deep Learning
Michael Clark, Seth Berry
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• Author(s): Michael Clark | Seth Berry • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralUnlock the Power of Data Science and Machine LearningIn this comprehensive guide, we delve into the world...
View full detailsMachine Learning for Advanced Manufacturing
Nishant Ranjan, Rashi Tyagi, Ranvijay Kumar
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• Author(s): Nishant Ranjan | Rashi Tyagi | Ranvijay Kumar • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThis book presents the use of machine learning (ML) and artificial intelligence in advanced a...
View full detailsAnalysis of Multivariate Social Science Data: Statistical Machine Learning Methods
Irini Moustaki, Fiona Steele, Yunxiao Chen
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• Author(s): Irini Moustaki | Fiona Steele | Yunxiao Chen • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralThird Edition enables a basic understanding of how to use key multivariate methods in t...
View full detailsRecent Trends in Computational Intelligence and Its Application: Proceedings of the 1st International Conference on Recent Trends in Information Techn
Sugumaran D, Souvik Pal, Dac-Nhuong Le
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• Author(s): Sugumaran D | Souvik Pal | Dac-Nhuong Le • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThe increase in computing power and sensor data has driven Information Technology on end devices, ...
View full detailsNatural Language Processing in the Real World: Text Processing, Analytics, and Classification
Jyotika Singh
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• Author(s): Jyotika Singh • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Enterprise Applications - Business Intelligence Tools'Natural Language Processing in the Real World' is a practical guide for applying data science and mach...
View full detailsThe Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions
Marco Scutari
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• Author(s): Marco Scutari • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: StatisticsMachine learning has redefined the way we work with data and is increasingly becoming an indispensable part of everyday life. The Pragmatic Progra...
View full detailsData Science and Machine Learning for Non-Programmers: Using Sas Enterprise Miner
Dothang Truong
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• Author(s): Dothang Truong • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: StatisticsAs data continues to grow exponentially, knowledge of data science and machine learning has become more crucial than ever. Machine learning has g...
View full detailsApplied Genetic Programming and Machine Learning
Hitoshi Iba, Yoshihiko Hasegawa, Topon Kumar Paul
Hardcover
• Author(s): Hitoshi Iba | Yoshihiko Hasegawa | Topon Kumar Paul • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Data AnalyticsWhat do financial data prediction, day-trading rule development, and bio-marker selection...
View full detailsBayesian Statistical Methods: With Applications to Machine Learning
Brian J. Reich, Sujit K. Ghosh
Hardcover
• Author(s): Brian J. Reich | Sujit K. Ghosh • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: AppliedThis book provides data scientists with the foundational and computational tools needed to carry out a Bayesian analysis. Compared ...
View full detailsEmerging Trends in Computer Science and Its Application
Anurag Tiwari, Manuj Darbari
Hardcover
• Author(s): Anurag Tiwari | Manuj Darbari • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Computer EngineeringThe conference brought together a diverse group of scholars, researchers, and industry professionals to engage in meanin...
View full detailsGraph Learning Techniques
Baoling Shan, Xin Yuan, Wei Ni
Hardcover
• Author(s): Baoling Shan | Xin Yuan | Wei Ni • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThis comprehensive guide addresses key challenges at the intersection of data science, graph learning, and...
View full detailsApplied Artificial Intelligence and Machine Learning Techniques for Engineering Applications
Ravichander Janapati, Usha Desai, Steven L. Fernandes
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• Author(s): Ravichander Janapati | Usha Desai | Steven L. Fernandes • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThis book presents various machine learning applications in the field of engineerin...
View full detailsSupervised Learning: Mathematical Foundations and Real-World Applications
Dalia Chakrabarty
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• Author(s): Dalia Chakrabarty • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThis book discusses the relevance of probabilistic supervised learning, to the pursuit of automated and reliable predicti...
View full detailsMachine Learning and IoT Applications for Health Informatics
Pijush Samui, Sanjiban Sekhar Roy, Wengang Zhang
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• Author(s): Pijush Samui | Sanjiban Sekhar Roy | Wengang Zhang • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThis book brings together leading experts from around the world to explore the transform...
View full detailsScientific Research Methodology: Principles, Tools, and Techniques
Sanjeev Singh Yadav, Shivani Gupta, Atul Kumar Choudhary
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• Author(s): Sanjeev Singh Yadav | Shivani Gupta | Atul Kumar Choudhary • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: ResearchThis book serves as a comprehensive overview of the principles, tools, and techniques of scientific res...
View full detailsThe Scientific Truth, the Whole Truth and Nothing but the Truth
John R. Helliwell
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• Author(s): John R. Helliwell • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Chemistry - GeneralThere is a limited understanding amongst scientists, students, and the public about realizing trust in scientific findings. This shou...
View full detailsHandbook of AI-Based Models in Healthcare and Medicine: Approaches, Theories, and Applications
Bhanu Chander, Koppala Guravaiah, B. Anoop
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• Author(s): Bhanu Chander | Koppala Guravaiah | B. Anoop • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThis handbook provides thorough, in-depth, and well-focused developments of AI, ML, DL, NLP, c...
View full detailsDeep Learning: A Beginners' Guide
Dulani Meedeniya
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• Author(s): Dulani Meedeniya • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThis book focuses on Deep Learning (DL), which is an important aspect of data science, that includes predictive modelling.
Data Science and Analytics with Python
Jesus Rogel-Salazar
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• Author(s): Jesus Rogel-Salazar • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Computer ScienceSince the first edition of "Data Science and Analytics with Python" we have witnessed an unprecedented explosion in the interest and d...
View full detailsMachine Learning in Farm Animal Behavior Using Python
Natasa Kleanthous, Abir Hussain
Hardcover
• Author(s): Natasa Kleanthous | Abir Hussain • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Life Sciences - Zoology - Ethology (Animal Behavior)This book is a comprehensive guide to applying machine learning to animal behavior an...
View full detailsApplied Computer Vision and Soft Computing with Interpretable AI
Swati V. Shinde, Darshan V. Medhane, Oscar Castillo
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• Author(s): Swati V. Shinde | Darshan V. Medhane | Oscar Castillo • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThis reference text presents the knowledge base of computer vision and soft computing...
View full detailsAdvanced Techniques for Anomaly Detection: Beyond the Basics
Abdul Wahid, Praveen Kumar Donta
Hardcover
• Author(s): Abdul Wahid | Praveen Kumar Donta • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThe book will also summarize various protocols that work based on learning strategies and applied intelli...
View full detailsArtificial Intelligence and Knowledge Processing: Improved Decision-Making and Prediction
Hemachandran K, Raul V. Rodriguez, Umashankar Subramaniam
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• Author(s): Hemachandran K | Raul V. Rodriguez | Umashankar Subramaniam • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningArtificial Intelligence and Knowledge Processing play a vital role in various a...
View full detailsMultimedia Data Processing and Computing
Suman Swarnkar, J. P. Patra, Tien Anh Tran
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• Author(s): Suman Swarnkar | J. P. Patra | Tien Anh Tran • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Computer EngineeringThis book focuses on different applications of multimedia with supervised and unsupervised data engineeri...
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