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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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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...
Hello, I have an issue with getting recs using POPULARITY_COUNT or TRENDING-NOW recipes. As part of our recommendation system, we get recs using user-personalization recipe for a promotion email campa...
I need clarity for how the SIMS recipe works behind the scenes. I have read that SIMS finds similar items based on collaborative filtering. Can this be expanded on? When I give SIMS an item ID, what d...
Hi Everyone,
I created a campaign using the `user_personalization_v2` recipe. Out of curiosity, I tested it by inputting fake user IDs like "Test" or "John Doe", which I confirmed do not exist in our...
Hello,
The training type of the solution version says "manual" even when the training configuration was set to automatic when the solution was created. Is this a bug? I am worried that automatic retra...
Hi everyone,
I'm working on an application that uses AWS Personalize for generating personalized product recommendations. I've noticed that the recommendations returned by both the AWS SDK is limited...
In AWS Personalize, I have the "RELATED_ITEMS" recipe
We trained the model on the whole items we have for all menus
But the menu's items will be different every week, therfore we cannot recommend ite...
Hello,
Regarding **Personalized-Ranking-v2** recipe:
1. Does "Personalize" use both **EVENT_TYPE** and **EVENT_VALUE** during training, or only **EVENT_TYPE**? Or are they used only for filtering pur...
We created an interactions dataset with an additional "TIME_OF_DAY" column. This column takes values "morning", "afternoon", "evening" or "night".
The idea is to make recommendations time-period depen...