Integrating AI/ML with MongoDB Atlas and Realm

The following diagram shows how you can build a Single View in MongoDB Atlas and MongoDB Realm, and use Amazon Comprehend and Amazon Personalize to implement complex AI/ML requirements.

Amazon Personalize enables developers to build applications that provide real-time personalized recommendations. It reflects the vast experience that Amazon has in building personalization systems. Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. Amazon Personalize and Amazon Comprehend do not require any machine learning experience.