Monitor operational metrics for your Amazon Lex chatbot

Favorite Chatbots are increasingly becoming an important channel for companies to interact with their customers, employees, and partners. Amazon Lex allows you to build conversational interfaces into any application using voice and text. Amazon Lex V2 console and APIs make it easier to build, deploy, and manage bots so that you

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Shared by AWS Machine Learning November 13, 2021

Customize Amazon Translate output to meet your domain and organization specific vocabulary

Favorite Amazon Translate is a neural machine translation service that delivers fast, high-quality, affordable, and customizable language translation. When you translate from one language to another, you want your machine translation to be accurate, fluent, and most importantly contextual. Customization is key in keeping your machine translation contextual. Amazon Translate

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Shared by AWS Machine Learning November 12, 2021

Use integrated explainability tools and improve model quality using Amazon SageMaker Autopilot

Favorite Whether you are developing a machine learning (ML) model for reducing operating cost, improving efficiency, or improving customer satisfaction, there are no perfect solutions when it comes to producing an effective model. From an ML development perspective, data scientists typically go through stages of data exploration, feature engineering, model

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Shared by AWS Machine Learning November 11, 2021

Bring your own data to classify news with Amazon SageMaker and Hugging Face

Favorite The fields of natural language processing (NLP), natural language understanding (NLU), and related branches of machine learning (ML) for text analysis have rapidly evolved to address use cases involving text classification, summarization, translation, and more. State-of-the art, general-purpose architectures such as transformers are making this evolution possible. Looking at

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Shared by AWS Machine Learning November 10, 2021

Deploy fast and scalable AI with NVIDIA Triton Inference Server in Amazon SageMaker

Favorite Machine learning (ML) and deep learning (DL) are becoming effective tools for solving diverse computing problems, from image classification in medical diagnosis, conversational AI in chatbots, to recommender systems in ecommerce. However, ML models that have specific latency or high throughput requirements can become prohibitively expensive to run at

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Shared by AWS Machine Learning November 10, 2021

Augment search with metadata by chaining Amazon Textract, Amazon Comprehend, and Amazon Kendra

Favorite Amazon Kendra is an intelligent search service powered by machine learning (ML). Amazon Kendra reimagines enterprise search for your websites and applications so your employees and customers can easily find the content they’re looking for, even when it’s scattered across multiple locations and content repositories within your organization. With

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Shared by AWS Machine Learning November 9, 2021