Bandit Algorithms for Website Optimization ePub download by John Myles White

Bandit Algorithms for Website Optimization

O'Reilly Media
Publication date: December 2012
ISBN: 9781449341589
Digital Book format: ePub (DRM-Free)

Buy ePub

List price:
$15.99
Our price:
$12.99

You save: $3.00 (19%)
GET THIS EBOOK
FOR FREE!
Join our Facebook sweepstake, share and
get 10 likes. Winners
get notified in 24H!

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 algorithms
  • Develop a unit testing framework for debugging bandit algorithms
  • Get additional code examples written in Julia, Ruby, and JavaScript with supplemental online materials
Please sign in to review this product.
Format:
Devices:
Bandit Algorithms for Website Optimization ePub can be read on any device that can open ePub files.

File Size:
3988 Kb
Language:
ENG
Bandit Algorithms for Website Optimization ePub download by John Myles White
O'Reilly Media, December 2012
ISBN: 9781449341589
EAN:  9781449341589
ePub
List Price: $15.99 eBook price: $12.99
Bandit Algorithms for Website Optimization PDF download by John Myles White
O'Reilly Media, December 2012
ISBN: 9781449341596
EAN:  9781449341596
PDF
List Price: $15.99 eBook price: $12.99
Other books by John Myles White
Machine Learning for Hackers ePub download by Drew Conway
Machine Learning for Hackers
Drew Conway & John Myles White
O'Reilly Media, February 2012
ISBN: 9781449303716
Format: ePub, PDF
List Price: $31.99 Our price: $28.99
Machine Learning for Email: Spam Filtering and Priority Inbox ePub download by Drew Conway
Machine Learning for Email: Spam Filtering and Priority Inbox
Drew Conway & John Myles White
O'Reilly Media, October 2011
ISBN: 9781449314309
Format: ePub, PDF
List Price: $14.99 Our price: $12.99