AWS Startups Blog

Tag: sentiment analysis

How Amazon SageMaker helps Widebot provide Arabic sentiment analysis

Startups are familiar with the importance of creating great customer experiences. Sentiment analysis is one tool that helps with this. It categorizes data as positive, negative, or neutral based on machine learning techniques such as text analysis and natural language processing (NLP). Companies use sentiment analysis to measure the satisfaction of clients for a target product or service. In this blog post, we explain how Widebot uses Amazon Sagemaker to successfully implement a sentiment classifier for Modern Standard Arabic and Egyptian dialect Arabic.

Building Community with Common Room and AWS

Communities are vital to the health of individuals and companies, but they can be sprawling, disjointed, and difficult to grasp—especially online. Enter Common Room, which co-founder and Chief Architect Tom Kleinpeter describes as a community-intelligence platform that provides a single view into everything that’s important in your online community, across all the different places it might be happening.