Hands-on Signal Analysis with Python

Language: English

Published by Springer, Birkhäuser Jun 2022, 2022

3030579050 / 9783030579050

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This item is printed on demand - Print on Demand Titel. Neuware -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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 284 pp. Englisch.…

Seller Inventory # 9783030579050

Title
Hands-on Signal Analysis with Python
Author
Thomas Haslwanter
Publisher
Springer, Birkhäuser Jun 2022
Publication year
2022
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3030579050
ISBN 13
9783030579050
Item weight
699 grams
Dimensions
279x210x16 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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