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Recommender System Solution
Quickly build a Cloud-Native, End-to-End recommendation system with flexible architecture, and engineer AI theory around the enterprise's business use cases.
Homepage » Amazon Web Services Solutions » Machine Learning » Recommender System Solution
Recommender System Solution
Quickly build a Cloud-Native, End-to-End recommendation system with flexible architecture, and engineer AI theory around the enterprise's business use cases.
Overview
The solution is based on Microservice Architecture, which provides you the flexibility of building recommender system for various scenarios (for example, news recommendation, movie recommendation, course recommendation, etc.) .
Benefits
This solution offers built-in scenarios for recommendation (news and movie). The core services are designed as plugins enabling you to customize for other scenarios.
This solution offers built-in scenarios for recommendation (news and movie). The core services are designed as plugins enabling you to customize for other scenarios.
Amazon Elastic Kubernetes Service (Amazon EKS) gives you the flexibility to start, run, and scale Kubernetes applications in the cloud.
Amazon Elastic Kubernetes Service (Amazon EKS) gives you the flexibility to start, run, and scale Kubernetes applications in the cloud.
This solution provides in total four recommendation methods, each of which contains different algorithm models and logics. You can switch to different methods, compare their recommendation results, and find the best method for your own business logic.
This solution provides in total four recommendation methods, each of which contains different algorithm models and logics. You can switch to different methods, compare their recommendation results, and find the best method for your own business logic.
The solution contains all the basic components of a recommender system, allowing you to quickly build a complete recommender system. This solution also integrates the automated CI/CD pipeline which makes it easy for developers to release new implementations.
The solution contains all the basic components of a recommender system, allowing you to quickly build a complete recommender system. This solution also integrates the automated CI/CD pipeline which makes it easy for developers to release new implementations.
Amazon Web Services Solution Overview
The diagram below presents the architecture of the solution. You can contact sales for deployment materials and get supports for customization.
The solution will build a cloud-native recommender system for you from three aspects:
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