Hands-on Signal Analysis with Python : An Introduction

Language: English

Published by Springer, Berlin, Springer, 2021

3030579026 / 9783030579029

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - This book provides the tools for analyzing data in Python: different types of filters are introduced and explained, such as FIR-, IIR- and morphological filters, as well as their application to one- and two-dimensional data. The required mathematics are kept to a minimum, and numerous examples and working Python programs are included for a quick start. The goal of the book is to enable also novice users to choose appropriate methods and to complete real-world tasks such as differentiation, integration, and smoothing of time series, or simple edge detection in images. An introductory section provides help and tips for getting Python installed and configured on your computer. More advanced chapters provide a practical introduction to the Fourier transform and its applications such as sound processing, as well as to the solution of equations of motion with the Laplace transform. A brief excursion into machine learning shows the powerful tools that are available with Python. This book also provides tips for an efficient programming work flow: from the use of a debugger for finding mistakes, code-versioning with git to avoid the loss of working programs, to the construction of graphical user interfaces (GUIs) for the visualization of data. Working, well-documented Python solutions are included for all exercises, and IPython/Jupyter not Elektronisches Buch provide additional help to get people started and outlooks for the interested reader.

Seller Inventory # 9783030579029

Title
Hands-on Signal Analysis with Python : An Introduction
Author
Thomas Haslwanter
Publisher
Springer, Berlin, Springer
Publication year
2021
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3030579026
ISBN 13
9783030579029
Item weight
873 grams
Dimensions
286x211x21 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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