Artificial Intelligence

With an Introduction to Machine Learning, Second Edition

Nonfiction, Computers, Advanced Computing, Theory, Programming, Systems Analysis, Entertainment & Games, Game Programming - Graphics
Cover of the book Artificial Intelligence by Richard E. Neapolitan, Xia Jiang, CRC Press
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Author: Richard E. Neapolitan, Xia Jiang ISBN: 9781351384384
Publisher: CRC Press Publication: March 12, 2018
Imprint: Chapman and Hall/CRC Language: English
Author: Richard E. Neapolitan, Xia Jiang
ISBN: 9781351384384
Publisher: CRC Press
Publication: March 12, 2018
Imprint: Chapman and Hall/CRC
Language: English

The first edition of this popular textbook, Contemporary Artificial Intelligence, provided an accessible and student friendly introduction to AI. This fully revised and expanded update, Artificial Intelligence: With an Introduction to Machine Learning, Second Edition, retains the same accessibility and problem-solving approach, while providing new material and methods.

The book is divided into five sections that focus on the most useful techniques that have emerged from AI. The first section of the book covers logic-based methods, while the second section focuses on probability-based methods. Emergent intelligence is featured in the third section and explores evolutionary computation and methods based on swarm intelligence. The newest section comes next and provides a detailed overview of neural networks and deep learning. The final section of the book focuses on natural language understanding.

Suitable for undergraduate and beginning graduate students, this class-tested textbook provides students and other readers with key AI methods and algorithms for solving challenging problems involving systems that behave intelligently in specialized domains such as medical and software diagnostics, financial decision making, speech and text recognition, genetic analysis, and more.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

The first edition of this popular textbook, Contemporary Artificial Intelligence, provided an accessible and student friendly introduction to AI. This fully revised and expanded update, Artificial Intelligence: With an Introduction to Machine Learning, Second Edition, retains the same accessibility and problem-solving approach, while providing new material and methods.

The book is divided into five sections that focus on the most useful techniques that have emerged from AI. The first section of the book covers logic-based methods, while the second section focuses on probability-based methods. Emergent intelligence is featured in the third section and explores evolutionary computation and methods based on swarm intelligence. The newest section comes next and provides a detailed overview of neural networks and deep learning. The final section of the book focuses on natural language understanding.

Suitable for undergraduate and beginning graduate students, this class-tested textbook provides students and other readers with key AI methods and algorithms for solving challenging problems involving systems that behave intelligently in specialized domains such as medical and software diagnostics, financial decision making, speech and text recognition, genetic analysis, and more.

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