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Machine Learning and Artificial Intelligence - Ameet V Joshi

Machine Learning and Artificial Intelligence

By: Ameet V Joshi

eText | 16 December 2022 | Edition Number 2

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The new edition of this popular professional book on artificial intelligence (ML) and machine learning (ML) has been revised for classroom or training use. The new edition provides comprehensive coverage of combined AI and 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 fourth 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. Each chapter is accompanied with a set of exercises that will help the reader / student to apply the learnings from the chapter to a real-life problem. Completion of these exercises will help the reader / student to solidify the concepts learned.

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. The book covers a large gamut of topics in the area of AI and ML and a professor can tailor a course on AI / ML based on the book by selecting and re-organizing the sequence of chapters to suit the needs.

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You Can Find This eBook In

Non-FictionEngineering & TechnologyElectronics & Communications EngineeringCommunications Engineering & TelecommunicationsTechnology in GeneralEngineering in GeneralComputing & I.T.Computer ScienceArtificial IntelligenceMachine LearningMathematicsProbability & Statistics

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Hardcover

Published: 17th December 2022

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