Compare Amazon Comprehend vs Amazon SageMaker

Summary

Amazon Comprehend is a natural language processing software, which makes use of machine learning to look for insights and relationships within a text. The AutoML feature of the software allows users to build a custom set of entities and text models in accordance with their organisation’s needs. The software also allows users to extract information from any unstructured texts like social media posts, web pages and emails along with complex medical information. It can identify medical information like frequencies, dosages, and strengths from various sources like patient’s health records, doctors’ reports, and clinical trial reports. It also helps the users to identify specific terms and part codes. The software only takes charge of those services that the users avail. By using the software, users are subject to get a better understanding of any texts. Users can easily analyze any documents and other texts and organize them according to relevant terms and topics. Amazon Comprehend is a compact software users do not need to use any separate machine learning models to build, train or deploy. ..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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