Adaptive Machine Learning Algorithms with Python | Solve Data Analytics and Machine Learning Problems on Edge Devices
Langue : anglais
Edité par Apress, 2022
- Livre broché
- Neuf
Vendeur : preigu, Osnabrück, Allemagnepreigu
Vendeur AbeBooks depuis 5 août 2024
Etat: Neuf
EUR 45,95
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Ajouter au panierItem description from seller
Adaptive Machine Learning Algorithms with Python | Solve Data Analytics and Machine Learning Problems on Edge Devices | Chanchal Chatterjee | Taschenbuch | xxviii | Englisch | 2022 | Apress | EAN 9781484280164 | Verantwortliche Person für die EU: APress in Springer Science + Business Media, Heidelberger Platz 3, 14197 Berlin, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
N° de réf. du vendeur 120919130
- Titre
- Adaptive Machine Learning Algorithms with Python | Solve Data Analytics and Machine Learning Problems on Edge Devices
- Auteur
- Chanchal Chatterjee
- Éditeur
- Apress
- Année de publication
- 2022
- État de l'article
- Neu
- Reliure
- Taschenbuch
- Langue
- anglais
- ISBN à 10 chiffres
- 1484280164
- ISBN à 13 chiffres
- 9781484280164
- Poids de l'article
- 458 grammes
- Dimensions
- 235 x 155 x 17 mm
- Catalogues du vendeur
- Bücher
Learn to use adaptive algorithms to solve real-world streaming data problems. This book covers a multitude of data processing challenges, ranging from the simple to the complex. At each step, you will gain insight into real-world use cases, find solutions, explore code used to solve these problems, and create new algorithms for your own use.
Authors Chanchal Chatterjee and Vwani P. Roychowdhury begin by introducing a common framework for creating adaptive algorithms, and demonstrating how to use it to address various streaming data issues. Examples range from using matrix functions to solve machine learning and data analysis problems to more critical edge computation problems. They handle time-varying, non-stationary data with minimal compute, memory, latency, and bandwidth.
Upon finishing this book, you will have a solid understanding of how to solve adaptive machine learning and data analytics problems and be able to derive new algorithms for your own use cases. You will also come away with solutions to high volume time-varying data with high dimensionality in a low compute, low latency environment.
What You Will Learn
- Apply adaptive algorithms to practical applications and examples
- Understand the relevant data representation features and computational models for time-varying multi-dimensional data
- Derive adaptive algorithms for mean, median, covariance, eigenvectors (PCA) and generalized eigenvectors with experiments on real data
- Speed up your algorithms and put them to use on real-world stationary and non-stationary data
- Master the applications of adaptive algorithms on critical edge device computation applications
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preigu
Osnabrück, Allemagne
Vendeur AbeBooks depuis 5 août 2024
Frais d'expédition de Allemagne vers Etats-Unis
| Article | 60 à 60 jours ouvrés | 60 à 60 jours ouvrés |
|---|---|---|
| Premier article | EUR 70,00 | EUR 70,00 |
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