Bandit Algorithms for Website Optimization

Developing, Deploying, and Debugging

Paperback, 73 pages

English language

Published June 11, 2012 by O'Reilly Media.

ISBN:
978-1-4493-4133-6
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4 stars (3 reviews)

3 editions

Review of 'Bandit Algorithms for Website Optimization' on 'Goodreads'

4 stars

The prose describes the concepts and the code very well. I started not knowing much about bandit algorithms, and now feel that I know the basics, and have a good idea of where to go next for further study.

Unfortunately, I found the code to be distracting due to its lack of clarity, and “unpythonic” tendencies. There were a few instances where domain specific terms were introduced, and then different names were used in code. The provided code is in R and Julia by default, and while python is also provided, the R code has to be modified. If there’s ever talk of another edition, I’d almost suggest Typescript and an accompanying website playground.

On the whole, a good quick introduction to an interesting topic.

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