| 书目名称 | The Application of Artificial Intelligence | | 副标题 | Step-by-Step Guide f | | 编辑 | Zoltán Somogyi | | 视频video | | | 概述 | Unique, understandable view of machine learning using many practical examples and access to open source code.Introduces AI-TOOLKIT, freely available software that allows the reader to test and study t | | 图书封面 |  | | 描述 | .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 th | | 出版日期 | Book 2021 | | 关键词 | Machine Learning; Artificial Intelligence; Predictive Maintenance; Automatic Speech Recognition; Anomaly | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-60032-7 | | isbn_softcover | 978-3-030-60034-1 | | isbn_ebook | 978-3-030-60032-7 | | copyright | Springer Nature Switzerland AG 2021 |
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发表于 2025-3-21 18:29:46
