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Foundations of Machine Learning: Regression, Classification, and Regul
Vinay Keswani, Gunjan Keswani
Paperback
• Author(s): Vinay Keswani | Gunjan Keswani • Publisher: LAP Lambert Academic Publishing • Publisher Imprint: LAP Lambert Academic Publishing • BISAC: Life Sciences - BiologyThis book provides a comprehensive yet practical introduction to the fie...
View full detailsProceedings of the 5th International Conference on Data Science, Machine Learning and Applications
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• Publisher: Springer Verlag, Singapore • Publisher Imprint: Springer Verlag, Singapore • BISAC: Information Management
Practical Gradient Boosting
Guillaume Saupin
Paperback
• Author(s): Guillaume Saupin • Publisher: Guillaume Saupin • Publisher Imprint: Guillaume Saupin • BISAC: Data Science - Data Modeling & DesignThis book on Gradient Boosting methods is intended for students, academics, engineers, and data sc...
View full detailsPython Machine Learning from Scratch: Machine Learning Concepts and Applications for Beginners
Adam, Jonathan
Paperback
• Author(s): Adam, Jonathan • Publisher: Createspace Independent Publishing Platform • Publisher Imprint: Createspace Independent Publishing Platform • Subject: Computer Science and Information Technology • BISAC: Data Modeling & Design***** ...
View full detailsHands-On Scikit-Learn for Machine Learning Applications: Data Science Fundamentals with Python
David Paper
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• Author(s): David Paper • Publisher: Apress • Publisher Imprint: Apress • BISAC: Artificial Intelligence - GeneralFrom the Back CoverAspiring data science professionals can learn the Scikit-Learn library along with the fundamentals of machine le...
View full detailsData Science with Python: Complete Guide To Understanding Data Analytics And Data Science With Python Programming
Craig Berg
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• Author(s): Craig Berg • Publisher: Independently Published • Publisher Imprint: Independently Published • BISAC: System Administration - Virtualization & ContainerizationUnleash the Power of Python to Become a Confident Data Scientist! Are ...
View full detailsUnsupervised Machine Learning for Clustering in Political and Social Research
Philip D. Waggoner
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• Author(s): Philip D. Waggoner • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: History & Theory - GeneralIn the age of data-driven problem-solving, applying sophisticated computational tools f...
View full detailsExplainable Artificial Intelligence: An Introduction to Interpretable Machine Learning
Uday Kamath
Hardcover
• Author(s): Uday Kamath • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThis book is written both for readers entering the field, and for practitioners with a background in AI and ...
View full detailsSmart Data: State-of-the-Art Perspectives in Computing and Applications
Li
Hardcover
• Author(s): Li • Publisher: Taylor & Francis • Publisher Imprint: Chapman Hall • Subject: Computer Science and Information Technology • BISAC: StatisticsSmart Data: State-of-the-Art Perspectives in Computing and Applications explores smart d...
View full detailsData Science with Python
Randy Moore
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• Author(s): Randy Moore • Publisher: Independently Published • Publisher Imprint: Independently Published • BISAC: Computers & TechnologyWhat is Data Science?"Data Science is about extraction, preparation, analysis, visualization, and mainte...
View full detailsHandbook of Research on Machine Learning: Foundations and Applications
Monika Mangla
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• Author(s): Monika Mangla • Publisher: Taylor & Francis • Publisher Imprint: Apple Academic Press • BISAC: Data Science - Machine LearningThis volume takes the reader on a technological voyage of machine learning advancements, highlighting t...
View full detailsGraph Learning Techniques
Baoling Shan
Paperback
• 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 detailsStatistics in Data Science and Machine Learning for Beginners
Nana Gamo
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• Author(s): Nana Gamo • Publisher: Independently Published • Publisher Imprint: Independently Published • BISAC: Probability & Statistics - GeneralIf you are looking for a short beginners guide into Statistics for data science and machine le...
View full detailsTextbook of Machine Learning and Data Mining: with Bioinformatics Applications
Hiroshi Mamitsuka
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• Author(s): Hiroshi Mamitsuka • Publisher: Global Data Science Publishing • Publisher Imprint: Global Data Science Publishing • BISAC: Intelligence (AI) & SemanticsData-driven approaches, particularly machine learning and data mining, are th...
View full detailsProbabilistic Machine Learning for Finance and Investing: A Primer to the Next Generation of AI with Python
Deepak Kanungo
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• Author(s): Deepak Kanungo • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningThere are several reasons why probabilistic machine learning represents the next-generation ML framework and techn...
View full detailsLinear Algebra for Data Science, Machine Learning, and Signal Processing
Jeffrey A. Fessler
Hardcover
• Author(s): Jeffrey A. Fessler • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Artificial Intelligence - Computer Vision & Pattern RecognitMaximise student engagement and understanding of matr...
View full detailsData Algorithms with Spark: Recipes and Design Patterns for Scaling Up Using Pyspark
Mahmoud Parsian
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• Author(s): Mahmoud Parsian • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningApache Spark's speed, ease of use, sophisticated analytics, and multilanguage support makes practical knowledge o...
View full detailsLarge-Scale Machine Learning in the Earth Sciences
Ashok N. Srivastava
Hardcover
• 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 detailsIntroduction to Machine Learning with Python: First Step Toward AI/ML Using Python
Mr Manish Soni
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• Author(s): Mr Manish Soni • Publisher: Notion Press • Publisher Imprint: Notion Press • BISAC: General"Introduction to Machine Learning with Python" is a practical guide designed for students, educators, and aspiring data scientists who want to...
View full detailsData Science in Practice
Alan Said
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• Author(s): Alan Said • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThis book approaches big data, artificial intelligence, machine learning, and business intelligence through th...
View full detailsMachine Learning, Optimization, and Data Science: 7th International Conference, Lod 2021, Grasmere, Uk, October 4-8, 2021, Revised Selected Papers, Pa
Giuseppe Nicosia
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• Author(s): Giuseppe Nicosia • Publisher: Springer • Publisher Imprint: Springer • BISAC: Data Science - GeneralThis two-volume set, LNCS 13163-13164, constitutes the refereed proceedings of the 7th International Conference on Machine Learning, ...
View full detailsData-Driven Applications for Emerging Technologies
Nazmul Siddique, Mohammad Shamsul Arefin, Ahmed Wasif Reza
Hardcover
• 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 detailsIcdsmla 2020: Proceedings of the 2nd International Conference on Data Science, Machine Learning and Applications
Amit Kumar
Hardcover
• Author(s): Amit Kumar • Publisher: Springer • Publisher Imprint: Springer • BISAC: Engineering (General)From the Back CoverThis book gathers selected high-impact articles from the 2nd International Conference on Data Science, Machine Learning &...
View full detailsData-Driven Evolutionary Optimization: Integrating Evolutionary Computation, Machine Learning and Data Science
Yaochu Jin
Hardcover
• Author(s): Yaochu Jin • Publisher: Springer • Publisher Imprint: Springer • BISAC: Data Science - GeneralFrom the Back CoverIntended for researchers and practitioners alike, this book covers carefully selected yet broad topics in optimization, ...
View full detailsData Science and Machine Learning: 21st Australasian Conference, Ausdm 2023, Auckland, New Zealand, December 11-13, 2023, Proceedings
Diana Benavides-Prado
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• Author(s): Diana Benavides-Prado • Publisher: Springer • Publisher Imprint: Springer • BISAC: Data Science - Data AnalyticsThis book constitutes the proceedings of the 21st Australasian Conference on Data Science and Machine Learning, AusDM 202...
View full detailsPractical Machine Learning Illustrated with Knime
Yu Geng
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• Author(s): Yu Geng • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Probability & Statistics - General
Machine Learning - A Journey to Deep Learning: With Exercises and Answers
Andreas Miroslaus Wichert, Luis Sa-Couto
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• Author(s): Andreas Miroslaus Wichert | Luis Sa-Couto • Publisher: World Scientific Publishing Company • Publisher Imprint: World Scientific Publishing Company • BISAC: Data Science - Machine LearningThis unique compendium discusses some core id...
View full detailsData-Driven Evolutionary Optimization: Integrating Evolutionary Computation, Machine Learning and Data Science
Yaochu Jin
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• Author(s): Yaochu Jin • Publisher: Springer • Publisher Imprint: Springer • BISAC: Data Science - GeneralFrom the Back CoverIntended for researchers and practitioners alike, this book covers carefully selected yet broad topics in optimization, ...
View full detailsData Science Projects with Python
Stephen Klosterman
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• Author(s): Stephen Klosterman • Publisher: Packt Publishing • Publisher Imprint: Packt Publishing • BISAC: Languages - PythonGain hands-on experience of Python programming with industry-standard machine learning techniques using pandas, scikit-...
View full detailsMachine Learning and Artificial Intelligence for Agricultural Economics : Prognostic Data Analy
Chandrasekar Vuppalapati
Hardcover
• Author(s): Chandrasekar Vuppalapati • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Operations ResearchFrom the Back CoverThis book discusses machine learning and artifi...
View full detailsLearn Data Mining Through Excel: A Step-by-Step Approach for Understanding Machine Learning Methods
Hong Zhou
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• Author(s): Hong Zhou • Publisher: Springer Verlag • Publisher Imprint: Apress • Subject: Computer Science and Information Technology • BISAC: Programming - MicrosoftFrom the Back CoverUse popular data mining techniques in Microsoft Excel to bet...
View full detailsSupervised Learning and Its Applications
Rakesh Kumar
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• Author(s): Rakesh Kumar • Publisher: Independently Published • Publisher Imprint: Independently Published • BISAC: Artificial Intelligence - Natural Language ProcessingIn an age where data is considered the new oil, the ability to harness and u...
View full detailsStructural Health Monitoring Based on Data Science Techniques
Alexandre Cury
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• Author(s): Alexandre Cury • Publisher: Springer • Publisher Imprint: Springer • BISAC: Information TheoryFrom the Back CoverThe modern structural health monitoring (SHM) paradigm of transforming in situ, real-time data acquisition into actionab...
View full detailsDeep Learning for Polymer Discovery: Foundation and Advances
Gang Liu, Eric Inae, Meng Jiang
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• Author(s): Gang Liu | Eric Inae | Meng Jiang • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralThis book presents a comprehensive range of topics in deep learning for polymer discovery, from fundament...
View full detailsPractical Linear Algebra for Data Science
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• Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningIf you want to work in any computational or technical field, you need to understand linear algebra. As the study of matrices and operations a...
View full detailsPython: Deeper Insights into Machine Learning
Sebastian Raschka, David Julian, John Hearty
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• Author(s): Sebastian Raschka | David Julian | John Hearty • Publisher: Packt Publishing • Publisher Imprint: Packt Publishing • BISAC: Languages - PythonLeverage benefits of machine learning techniques using Python.Key Features- Improve and opt...
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