One of the best cloud, business-ready machine learning solutions.
Rating: 9 out of 10
IncentivizedUse Cases and Deployment Scope
We were looking for a platform to generate user segmentation based on their platform usage. Our platform provides billing and invoicing applications to various kinds of businesses. As a by-product, we generate transactional data that we wanted to use to segment usage data in groups around their hours of operation, transaction amounts, and product/service types.
Pros
- Ingest virtually unlimited quantities of transactional data.
- Provide world-class training capabilities.
- Provide a free-tier to start your project.
Cons
- Getting started may be hard for someone without prior machine learning experience.
- IDE tools may help business users utilize these tools without the help of a programmer.
Likelihood to Recommend
Amazon Personalize is well suited for business cases where you need to produce quality predictions and/or machine learning models using high amounts of data. It's convenient if you have a technical team with programming capabilities (ie. Python). Amazon Personalize may not be a good fit if you don't have technical capabilities in your team, as these are needed to really use it a full capacity.