Fieguth P An Introduction to Pattern Recognition and Machine Learning 2022
General:
Name: Fieguth P An Introduction to Pattern Recognition and Machine Learning 2022
Format: pdf
Size: 20.12 MB
Book:
Title: An Introduction to Pattern Recognition and Machine Learning
Author: Paul Fieguth
Language: polski
Year: 2022
Subjects: Science & Technology, Engineering, Electrical & Electronic Engineering, Electronics – General & Miscellaneous
Publisher: Springer-Verlag New York, LLC
ISBN: 9783030959951
Total pages: 481
Description:
The domains of Pattern Recognition and Machine Learning have experienced exceptional interest and growth, however the overwhelming number of methods and applications can make the fields seem bewildering. This text offers an accessible and conceptually rich introduction, a solid mathematical development emphasizing simplicity and intuition. Students beginning to explore pattern recognition do not need a suite of mathematically advanced methods or complicated computational libraries to understand and appreciate pattern recognition; rather the fundamental concepts and insights, eminently teachable at the undergraduate level, motivate this text. This book provides methods of analysis that the reader can realistically undertake on their own, supported by real-world examples, case-studies, and worked numerical / computational studies.
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