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Yes, this blog post describes methods for A/B testing with Amazon Personalize, provides an architecture diagram, and lists tools built for this purpose.
For a build path, there are workshops in the Retail Demo Store for A/B, interleaving, and multi-armed bandit testing.
- https://github.com/aws-samples/retail-demo-store/blob/master/workshop/3-Experimentation/3.2-AB-Experiment.ipynb
- https://github.com/aws-samples/retail-demo-store/blob/master/workshop/3-Experimentation/3.3-Interleaving-Experiment.ipynb
- https://github.com/aws-samples/retail-demo-store/blob/master/workshop/3-Experimentation/3.4-Multi-Armed-Bandit-Experiment.ipynb
Update 12/4/2021
Amazon CloudWatch Evidently is a new feature of CloudWatch that supports deploying and measuring A/B tests. It can be used with Amazon Personalize to A/B test Personalize against an existing personalization solution and Personalize or two Personalize model variations.
已回答 3 年前
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