Adaptive Machine Learning Algorithms with Python

Name: Adaptive Machine Learning Algorithms with Python
Brand: APress
SKU: 9781484280164
Price: 184.41 RON
Availability: InStock

Autor: Chatterjee, Chanchal

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Editura: APress

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184.41 lei

Learn to use adaptive algorithms to solve real-world streaming data problems. This book covers a mul...

Informații despre carte

Autor

Chatterjee, Chanchal

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2022

Pagini

269

EAN

9781484280164

ISBN

1484280164

Enbook ID

38876577

Editura

APress

Greutate

462

Dimensiuni

155 x 235 x 17

Descriere completă

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

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Adaptive Machine Learning Algorithms with Python

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