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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 ...
View full detailsMachine Learning for Knowledge Discovery with R: Methodologies for Modeling, Inference and Prediction
Kao-Tai Tsai
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• Author(s): Kao-Tai Tsai • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: StatisticsMachine Learning for Knowledge Discovery with R contains methodologies and examples for statistical modelling, inference, and prediction...
View full detailsMachine Learning for Decision Sciences with Case Studies in Python
S. Sumathi
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• Author(s): S. Sumathi • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: GeneralThis book provides a detailed description of machine learning algorithms in data analytics, data science life cycle, Python for machine learn...
View full detailsHands on Data Science for Biologists Using Python
Yasha Hasija
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• Author(s): Yasha Hasija • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: BiotechnologyHands-on Data Science for Biologists using Python has been conceptualized to address the massive data handling needs of modern-day bi...
View full detailsData Science and Machine Learning Applications in Subsurface Engineering
Daniel Asante Otchere
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View full detailsLarge-Scale Machine Learning in the Earth Sciences
Ashok N. Srivastava
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• Author(s): Ashok N. Srivastava • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Data Science - Data AnalyticsFrom the Foreword: "While large-scale machine learning and data mining have greatly impacted a range of commer...
View full detailsMachine Learning in 2D Materials Science
Parvathi Chundi
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• Author(s): Parvathi Chundi • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • Subject: Engineering • BISAC: Materials Science - GeneralData science and machine learning (ML) methods are increasingly being used to transform the w...
View full detailsThe Essentials of Data Science: Knowledge Discovery Using R
Graham J. Williams
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• Author(s): Graham J. Williams • Publisher: Taylor & Francis • Publisher Imprint: Chapman Hall • Subject: Computer Science and Information Technology • BISAC: StatisticsThe Essentials of Data Science: Knowledge Discovery Using R presents the...
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S. Sumathi
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• Author(s): S. Sumathi • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: GeneralThis book provides a detailed description of machine learning algorithms in data analytics, data science life cycle, Python for machine learn...
View full detailsRecent Trends in Computational Sciences: Proceedings of the Fourth Annual International Conference on Data Science, Machine Learning and Blockchain Te
Gururaj H L
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• Author(s): Gururaj H L • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Data Science - Data AnalyticsThis book is a compilation of research papers and presentations from the Fourth Annual International Conference on Dat...
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View full detailsLarge Language Models
Atkinson-Abutridy, John
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• Author(s): Atkinson-Abutridy | John • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • Subject: Computer Science and Information Technology • BISAC: Data Science - Machine LearningThis book serves as an introduction to the scien...
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Kao-Tai Tsai
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Baoling Shan
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View full detailsLarge-Scale Machine Learning in the Earth Sciences
Ashok N. Srivastava
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• Author(s): Ashok N. Srivastava • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Data Science - Data AnalyticsFrom the Foreword: "While large-scale machine learning and data mining have greatly impacted a range of commer...
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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...
View full detailsStatistical Foundations of Data Science
Jianqing Fan
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• Author(s): Jianqing Fan • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralStatistical Foundations of Data Science gives a thorough introduction to commonly used statistical models, c...
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Ijaz A. Rauf
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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 Science and Risk Analytics in Finance and Insurance
Tze Leung Lai
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• Author(s): Tze Leung Lai • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralThis book presents statistics and data science methods for risk analytics in quantitative finance and insur...
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Ijaz A. Rauf
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Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approache
Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approache
Devi
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• Author(s): Devi • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • Subject: Computer Science and Information Technology • BISAC: Artificial Intelligence - Computer Vision & Pattern RecognitArtificial Intelligence (AI), when ...
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 detailsKnowledge Guided Machine Learning: Accelerating Discovery Using Scientific Knowledge and Data
Anuj Karpatne
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• Author(s): Anuj Karpatne • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: StatisticsGiven their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternativ...
View full detailsKnowledge Guided Machine Learning: Accelerating Discovery using Scientific Knowledge and Data
Anuj Karpatne
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• Author(s): Anuj Karpatne • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: StatisticsGiven their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternativ...
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Data Science Foundations: Geometry and Topology of Complex Hierarchic Systems and Big Data Analytics
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• Author(s): Fionn Murtagh • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Data Science - Data Analytics"Data Science Foundations is most welcome and, indeed, a piece of literature that the field is very much in need of....
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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 detailsData Science: Techniques and Intelligent Applications
Pallavi Vijay Chavan
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• Author(s): Pallavi Vijay Chavan • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Computer ScienceThis book covers the topic of data science in a comprehensive manner and synthesizes both fundamental and advanced topics ...
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Adam P. Tashman
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• Author(s): Adam P. Tashman • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralThe breadth of problems that can be solved with data science is astonishing, and this book provides the r...
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Pallavi Vijay Chavan
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• Author(s): Pallavi Vijay Chavan • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Data Science - GeneralThis book covers the topic of data science in a comprehensive manner and synthesizes both fundamental and advanced t...
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: Taylor & Francis • 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 lea...
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 detailsData Science and Its Applications
Aakanksha Sharaff
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• Author(s): Aakanksha Sharaff • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Database Administration & ManagementThis book discusses about data science overview, scientific methods, data processing, extraction of m...
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...
View full detailsIntroduction to Machine Learning with Applications in Information Security
Mark Stamp
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• Author(s): Mark Stamp • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: StatisticsIntroduction to Machine Learning with Applications in Information Security, Second Edition provides a classroom-tested introduction to a w...
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