Application of Artificial Intelligence

Name: Application of Artificial Intelligence
Brand: Springer Nature Switzerland AG
SKU: 9783030600310
Price: 592.26 RON
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Step-by-Step Guide from Beginner to Expert

Autor: Zoltán Somogyi

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Legare: Copertă tare

Editura: Springer Nature Switzerland AG

Disponibilitate: În depozitul extern

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This book presents a unique, understandable view of machine learning using many practical examples a...

Informații despre carte

Autor

Zoltán Somogyi

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2021

Pagini

468

EAN

9783030600310

ISBN

3030600319

Enbook ID

35426440

Editura

Springer Nature Switzerland AG

Greutate

863

Dimensiuni

160 x 241 x 31

Descriere completă

This book presents a unique, understandable view of machine learning using many practical examples and access to free professional software and open source code. The user-friendly software can immediately be used to apply everything you learn in the book without the need for programming. After an introduction to machine learning and artificial intelligence, the chapters in Part II present deeper explanations of machine learning algorithms, performance evaluation of machine learning models, and how to consider data in machine learning environments. In Part III the author explains automatic speech recognition, and in Part IV biometrics recognition, face- and speaker-recognition. By Part V the author can then explain machine learning by example, he offers cases from real-world applications, problems, and techniques, such as anomaly detection and root cause analyses, business process improvement, detecting and predicting diseases, recommendation AI, several engineering applications, predictive maintenance, automatically classifying datasets, dimensionality reduction, and image recognition. Finally, in Part VI he offers a detailed explanation of the AI-TOOLKIT, software he developed that allows the reader to test and study the examples in the book and the application of machine learning in professional environments. The author introduces core machine learning concepts and supports these with practical examples of their use, so professionals will appreciate his approach and use the book for self-study. It will also be useful as a supplementary resource for advanced undergraduate and graduate courses on machine learning and artificial intelligence.

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Application of Artificial Intelligence

Step-by-Step Guide from Beginner to Expert

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Descriere completă

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