Compare Amazon Personalize vs Amazon SageMaker

Summary

Amazon Personalize is a machine learning platform that empowers developers to create individualised recommendations for customers using their apps. With tailored search results and targeted marketing promotions, more sales can be driven. With an easy to use service, Amazon makes it possible for developers who have no prior knowledge of machine learning to leverage the benefits of the technology and easily build personalisation features into their apps with high scalability. Common issues that can be overcome with such an ecosystem include handling new users with no data, popularity biases, and catering to the evolving intent of users. Users can deliver personalisation results within days by creating and deploying custom models with a few clicks. The platform automates the machine learning tasks that are involved in the deployment of a personalisation model. For instance, it personalizes every touch point in the user’s journey to extend unique experiences to every customer. ..show more

Amazon SageMaker is a fully integrated service that allows data scientists and developers to easily and quickly train, deploy, and build machine learning models at any range by bringing all bot set capabilities together. It allows users to upload data quickly, tune and train models, compare results and deploy production models all in one place. This software offers a single web-based visual interface to perform all machine learning development steps and enhance data science and team productivity. Moreover, Amazon SageMaker comprises the autopilot features that eliminate the heavy lifting of building a machine learning model and helps users automatically train, build, and tune the ideal machine learning model based on their data. Amazon SageMaker autopilot will automatically search different solutions to discover the best model. Users then can directly deploy the model to production in one click to enhance the model quality. Amazon SageMaker offers other extensive features that assists users in simplifying the data preparation process and helping complete the data preparation workflow. Amazon SageMaker offers a premium and follows a subscription-based pricing strategy. ..show more

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