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Titlebook: Machine Learning and Artificial Intelligence; Ameet V Joshi Book 20201st edition Springer Nature Switzerland AG 2020 Artificial Intelligen

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發(fā)表于 2025-3-21 18:52:46 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Machine Learning and Artificial Intelligence
編輯Ameet V Joshi
視頻videohttp://file.papertrans.cn/621/620433/620433.mp4
概述Presents a full reference to artificial intelligence and machine learning techniques - in theory and application.Provides a guide to AI and ML with minimal use of mathematics to make the topics more i
圖書封面Titlebook: Machine Learning and Artificial Intelligence;  Ameet V Joshi Book 20201st edition Springer Nature Switzerland AG 2020 Artificial Intelligen
描述.This book provides comprehensive coverage of combined Artificial Intelligence (AI) and Machine Learning (ML) theory and applications. Rather than looking at the field from only a theoretical or only a practical perspective, this book unifies both perspectives to give holistic understanding. The first part introduces the concepts of AI and ML and their origin and current state. The second and third parts delve into conceptual and theoretic aspects of static and dynamic ML techniques. The forth part describes the practical applications where presented techniques can be applied. The fifth part introduces the user to some of the implementation strategies for solving real life ML problems.?.The book is appropriate for students in graduate and upper undergraduate courses in addition to researchers and professionals. It makes minimal use of mathematics to make the topics more intuitive and accessible..Presents a full reference to artificial intelligence and machine learning techniques - in theory and application;.Provides a guide to AI and ML with minimal use of mathematics to make the topics more intuitive and accessible;.Connects all ML and AI techniques to applications and introduces
出版日期Book 20201st edition
關(guān)鍵詞Artificial Intelligence; ML Techniques; Modern perspective on AI and ML; AI reference; ML reference; AI a
版次1
doihttps://doi.org/10.1007/978-3-030-26622-6
isbn_softcover978-3-030-26624-0
isbn_ebook978-3-030-26622-6
copyrightSpringer Nature Switzerland AG 2020
The information of publication is updating

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沙發(fā)
發(fā)表于 2025-3-21 23:17:40 | 只看該作者
978-3-030-26624-0Springer Nature Switzerland AG 2020
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發(fā)表于 2025-3-22 00:35:46 | 只看該作者
Ameet V JoshiPresents a full reference to artificial intelligence and machine learning techniques - in theory and application.Provides a guide to AI and ML with minimal use of mathematics to make the topics more i
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發(fā)表于 2025-3-22 05:02:48 | 只看該作者
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Essential Concepts in Artificial Intelligence and Machine Learningin understanding the multitude of concepts that are built on top of these principles. I would strongly advise to not skip this chapter. All these concepts will be visited in the rest of the book multiple times as well as in many other books/articles the reader will encounter in the field.
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Unsupervised Learningabelled training data and still be able to produce certain insights into the data or reduce the dimensionality of the data. All these algorithms are called as unsupervised algorithm and their application is called as unsupervised learning. Unsupervised learning marks an important pillar of modern machine learning.
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