April 2019
Intermediate to advanced
212 pages
5h 34m
English
Content preview from Hands-On Q-Learning with Python
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A/B testing versus multi-armed bandit testing
One popular application of the MABP is in marketing, where alternative versions of advertisements are shown to users in a process that would normally make use of A/B testing (showing different ads to similar randomly-chosen groups and seeing which one gets the most desired outcomes, such as impressions or clicks):
The preceding diagram is a simple illustration of how A/B testing works. One version of an advertisement (or option being tested) whose past performance is known is used as a control, and the other is used as a variation.
The variation is being tested to see whether it will perform better ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.