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Data Science and Machine Learning: Mathematical and Statistical Methods, Second Edition
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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 ...
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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 detailsGraph Learning Techniques
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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 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...
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Saurav Mallik, Zhongming Zhao, Soumita Seth
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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...
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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 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 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 detailsMachine Learning: An Algorithmic Perspective, Second Edition
Stephen Marsland
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• 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...
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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...
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View full detailsFundamentals of Machine Learning for Life Sciences: A Simple, Step-By-Step Approach with Examples in R
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• Author(s): Ankur Awadhiya • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Chemistry - Environmental (See Also Environmental Science)Machine learning touches our lives in quiet and remarkable ways. It helps doctors detect illnesse...
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Nishant Ranjan, Rashi Tyagi, Ranvijay Kumar
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View full detailsRecent Trends in Computational Intelligence and Its Application: Proceedings of the 1st International Conference on Recent Trends in Information Techn
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View full detailsAnalysis of Multivariate Social Science Data: Statistical Machine Learning Methods
Irini Moustaki, Fiona Steele, Yunxiao Chen
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View full detailsNatural Language Processing in the Real World: Text Processing, Analytics, and Classification
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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 detailsHandbook of AI-Based Models in Healthcare and Medicine: Approaches, Theories, and Applications
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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 detailsApplied Genetic Programming and Machine Learning
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• 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...
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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 detailsBayesian Statistical Methods: With Applications to Machine Learning
Brian J. Reich, Sujit K. Ghosh
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Baoling Shan, Xin Yuan, Wei Ni
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• 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...
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Ida Skubis, Daniel Xerri, Mladen Adamovic
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View full detailsMachine Learning in Farm Animal Behavior Using Python
Natasa Kleanthous, Abir Hussain
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Anurag Tiwari, Manuj Darbari
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• 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 detailsThe Scientific Truth, the Whole Truth and Nothing but the Truth
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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 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 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...
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Anurag Tiwari, Manuj Darbari
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• 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 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.
Advanced Techniques for Anomaly Detection: Beyond the Basics
Abdul Wahid, Praveen Kumar Donta
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• 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 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 detailsRecent Advances in Deep Learning Applications: New Techniques and Practical Examples
Uche Onyekpe, Vasile Palade, M. Arif Wani
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• Author(s): Uche Onyekpe | Vasile Palade | M. Arif Wani • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Data Science - Machine LearningThis book presents a collection of rigorously revised papers selected from the 22nd IEEE Intern...
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