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- Дата: 3-02-2021, 11:56
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Автор: James-A. Goulet
Издательство: Massachusetts Institute of Technology
Год: 2020
Формат: epub
Страниц: 304
Размер: 12.6 Mb
Язык: English
An introduction to key concepts and techniques in probabilistic machine learning for civil engineering students and professionals; with many step-by-step examples, illustrations, and exercises.
This book introduces probabilistic machine learning concepts to civil engineering students and professionals, presenting key approaches and techniques in a way that is accessible to readers without a specialized background in statistics or computer science. It presents different methods clearly and directly, through step-by-step examples, illustrations, and exercises. Having mastered the material, readers will be able to understand the more advanced machine learning literature from which this book draws.