AWS AI services : Amazon Transcribe, Amazon Comprehend

Artificial Intelligence

AWS offers a variety of services powered by artificial intelligence (AI). For example, you can perform the following tasks with AWS AI services:

• Convert speech to text with Amazon Transcribe. Amazon Transcribe is an AWS service to convert speech to text, using automatic speech recognition (ASR) technology. You can use Amazon Transcribe for a variety of business applications, including transcribing voice-based customer service calls, generating subtitles on audio and video content, and conducting text-based content analysis on audio and video content.
• Discover patterns in text with Amazon Comprehend. Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find meaning and insights in text. NLP is a way for computers to analyze, understand, and derive meaning from textual information in a smart and useful way. By using NLP, you can extract important phrases, sentiment, syntax, and key entities such as brand, date, location, or names from the language of text.

• Identify potentially fraudulent online activities with Amazon Fraud Detector. Amazon Fraud Detector is a fully managed service to identify potentially fraudulent online activities such as online payment fraud and fake account creation. Amazon Fraud Detector uses machine learning (ML) and 20 years of fraud detection expertise from AWS and Amazon.com to automatically identify potential fraudulent activity in milliseconds.
  
  
• Build voice and text chatbots with Amazon Lex. Amazon Lex is a fully managed AI service with advanced natural language models to design, build, test, and deploy conversational interfaces in applications.

 

 

Machine Learning

Traditional ML development is complex, expensive, time consuming, and error prone. The Amazon SageMaker service can be used to remove the difficult work from the process of building and training ML models, empowering you to deploy ML models more quickly.

You can use ML and tools like SageMaker to analyze data, solve complex problems, and predict outcomes before they happen.