Customizing your machine translation using Amazon Translate Active Custom Translation

Favorite When translating the English phrase “How are you?” to Spanish, would you prefer to use “¿Cómo estás?” or “¿Cómo está usted?” instead? Amazon Translate is a neural machine translation service that delivers fast, high-quality, and affordable language translation. Today, we’re excited to introduce Active Custom Translation (ACT), a feature

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Shared by AWS Machine Learning November 24, 2020

Building natural conversation flows using context management in Amazon Lex

Favorite Understanding the direction and context of an ever-evolving conversation is beneficial to building natural, human-like conversational interfaces. Being able to classify utterances as the conversation develops requires managing context across multiple turns. Consider a caller who asks their financial planner for insights regarding their monthly expenses: “What were my

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Shared by AWS Machine Learning November 24, 2020

Amazon Augmented AI is now a HIPAA eligible service

Favorite Amazon Augmented AI (Amazon A2I) is now a HIPAA eligible service. Amazon A2I makes it easy to build the workflows required for human review of machine learning (ML) predictions. HIPPA eligibility applies to AWS Regions where the service is available and means you can use Amazon A2I add human

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Shared by AWS Machine Learning November 21, 2020

Detecting hidden but non-trivial problems in transfer learning models using Amazon SageMaker Debugger

Favorite Rapid development of deep learning technology has produced an abundance of open-sourced, pre-trained models in computer vision and natural language processing. As a result, transfer learning has become a popular approach in deep learning. Transfer learning is a machine learning technique where a model pre-trained on one task is

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Shared by AWS Machine Learning November 20, 2020

Helping small businesses deliver personalized experiences with the Amazon Personalize extension for Magento

Favorite This is a guest post by Jeff Finkelstein, founder of Customer Paradigm, a full-service interactive media firm and Magento solutions partner. Many small retailers use Magento, an open-source ecommerce platform, to create websites or mobile applications to sell their products online. Personalization is key to creating high-quality ecommerce experiences,

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Shared by AWS Machine Learning November 20, 2020