AWS Services Summary - Machine Learning

Amazon Comprehend

Main Features

• Determine the sentiment of a document
• A fully managed artificial intelligence (AI) service

Example

• Determine the sentiments of comments on a blog posting or a transcribed call to determine if your users loved or hated your content

Amazon Comprehend

Main Features

• Translate non-english texts into English
• A fully managed artificial intelligence (AI) service

Amazon Transcribe

Main Features

• Convert audio recordings into text
• A fully managed artificial intelligence (AI) service

Amazon Rekognition

Main Features

• Recognize images
• A fully managed artificial intelligence (AI) service

Example

• Determine nudity, sensitiveness, … of an image
• Category animal’s breeds, genders, type, …

Amazon Lex

Main Features

• A fully managed artificial intelligence (AI) service
• Using natural language models that can help you design, build, test, and deploy conversational interfaces or chatbots

Amazon Kendra

Main Features

• A fully managed artificial intelligence (AI) service
• Highly accurate and easy-to-use enterprise search service for all unstructured data that you store in AWS

Amazon Detective

Main Features

• A fully managed artificial intelligence (AI) service
• A security service that analyzes and visualizes security data to rapidly get to the root cause of your potential security issues.

Amazon SageMaker

Main Features

• A platform like Google Colab
• Allow you to freely build your customized models
• Use AWS built model to be used or further enhanced