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Managed Spot Training: Save Up to 90% On Your Amazon SageMaker Training Jobs

Amazon SageMaker is a fully-managed, modular machine learning (ML) service that enables developers and data scientists to easily build, train, and deploy models at any scale. With a choice of using built-in algorithms, bringing your own,…
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Amazon Transcribe Now Supports Mandarin and Russian

As speech is central to human interaction, artificial intelligence research has long focused on speech recognition, the first step in designing and building systems allowing humans to interact intuitively with machines. The diversity in…
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Amazon Forecast – Now Generally Available

Getting accurate time series forecasts from historical data is not an easy task. Last year at re:Invent we introduced Amazon Forecast, a fully managed service that requires no experience in machine learning to deliver highly accurate…
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Amazon Polly Introduces Neural Text-To-Speech and Newscaster Style

From Robbie the Robot to Jarvis, science fiction writers have long understood how important it was for an artificial being to sound as lifelike as possible. Speech is central to human interaction, and beyond words, it helps us express feelings…
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Amazon Transcribe Streaming Now Supports WebSockets

I love services like Amazon Transcribe. They are the kind of just-futuristic-enough technology that excites my imagination the same way that magic does. It’s incredible that we have accurate, automatic speech recognition for a variety…
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Amazon Personalize is Now Generally Available

Today, we’re happy to announce that Amazon Personalize is available to all AWS customers. Announced in preview at AWS re:Invent 2018, Amazon Personalize is a fully-managed service that allows you to create private, customized personalization…
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Amazon SageMaker Neo – Train Your Machine Learning Models Once, Run Them Anywhere

Machine learning (ML) is split in two distinct phases: training and inference. Training deals with building the model, i.e. running a ML algorithm on a dataset in order to identify meaningful patterns. This often requires large amounts…
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Amazon Forecast – Time Series Forecasting Made Easy

The capacity to foresee the future would be an incredible superpower. At AWS, we can’t give you that, but we can help you use machine learning to forecast time series in a few steps.The goal of time series forecasting is to predict…
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Amazon Personalize – Real-Time Personalization and Recommendation for Everyone

Machine learning definitely offers a wide range of exciting topics to work on, but there’s nothing quite like personalization and recommendation.At first glance, matching users to items that they may like sounds like a simple problem.…