All Content tagged with Amazon Personalize
Amazon Personalize enables developers to build applications with the same machine learning (ML) technology used by Amazon.com for real-time personalized recommendations – no ML expertise required.
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Hi everyone,
I'm experiencing an unexplained, sudden increase in training resources for our Amazon Personalize solution and would deeply appreciate some advice.
[Symptom Summary]
Recipe used: aws-us...
We are using Personalized-Ranking-v2 recipe for recommendations. We see a problem where the results seem stale. When you request the api for a userId, majority of the recommendations are repeated. Thi...
Hi AWS team,
I need guidance on the correct setup and the recommended recipe for a use case where recommendations must differ per country, based purely on user interaction behavior — not on static it...
Hi everyone,
I’m working on a use case involving Trending Now / popular items and Next Best Action in Amazon Personalize. I want the model to return different trending items per country, based purely...
Hello,
I am not able to create recommendations for aws next best actions, I always receive 0.0 score.
Don't know what I am doing wrong because datasets looks good from my perspective.
Example data:...
I am using a straightforward filter on top of my my aws-user-personalization-v2 solution:
`INCLUDE ItemID WHERE Interactions.event_type IN ("sent")`
When I request results for user XYZ using the "Tes...
Hello AWS Community,
I'm currently utilizing Amazon Personalize and am **considering requesting an increase in the service quota for the number of active dataset groups from the default limit of 5 to...
Hello,
Our items menu changes every 4 days, so the items datasets must be re-imported every 4 days, and therefore the interactions dataset will be changed (because we now have different items, we imp...
Hello,
We can create a `Personalize Solution` using **CDK**, using this code (as an example)
```
personalize.CfnSolution(
self,
"FrequentlyBoughtTogetherSolution",
...
This is a follow up from this post: https://repost.aws/questions/QU5QK9A7kLTfiYS_TKeq-gdQ/clarity-needed-for-sims-recommender-from-amazon-personalize
I am trying to understand the exact definition of...