Name: Bandit Algorithms for Website Optimization: Developing, Deploying, and Debugging (en Inglés)
Price: 113.98 PEN
Availability: InStock
Author: White, John Myles
ISBN: 9781449341336

portada Bandit Algorithms for Website Optimization: Developing, Deploying, and Debugging (en Inglés)

Formato

Libro Físico

Autor

John Myles White

Editorial

O'Reilly Media

Año

2012

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

Dimensiones

23.0 x 17.8 x 0.6 cm

Peso

0.16 kg.

ISBN

1449341330

ISBN13

9781449341336

N° edición

Categorías

Internet: obras generales
Algoritmos y estructuras de datos
Lenguajes de programación scripting

Bandit Algorithms for Website Optimization: Developing, Deploying, and Debugging (en Inglés)

John Myles White (Autor) · O'Reilly Media · Tapa Blanda

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Reseña del libro "Bandit Algorithms for Website Optimization: Developing, Deploying, and Debugging (en Inglés)"

When looking for ways to improve your website, how do you decide which changes to make? And which changes to keep? This concise book shows you how to use Multiarmed Bandit algorithms to measure the real-world value of any modifications you make to your site. Author John Myles White shows you how this powerful class of algorithms can help you boost website traffic, convert visitors to customers, and increase many other measures of success.This is the first developer-focused book on bandit algorithms, which were previously described only in research papers. You'll quickly learn the benefits of several simple algorithms--including the epsilon-Greedy, Softmax, and Upper Confidence Bound (UCB) algorithms--by working through code examples written in Python, which you can easily adapt for deployment on your own website.Learn the basics of A/B testing--and recognize when it's better to use bandit algorithmsDevelop a unit testing framework for debugging bandit algorithmsGet additional code examples written in Julia, Ruby, and JavaScript with supplemental online materials