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Amazon Reveals Machine Learning Services

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Amazon Web Services Inc. (AWS) has announced 13 new machine learning capabilities and services, across all layers in the machine learning stack, to help put machine learning in the hands of more developers.

AWS introduced new Amazon SageMaker features making it easier for developers to build, train, and deploy machine learning models, features that include low cost, automatic data labeling, and reinforcement learning. AWS revealed new services, framework enhancements, and a custom chip to speed up machine learning training and inference while reducing cost. New artificial intelligence services can extract text from virtually any document, read medical information, and provide customized personalization, recommendations, and forecasts utilizing the same technology used by Amazon.com.

AWS will also help developers get rolling with machine learning with AWS DeepRacer, a new 1/18-scale autonomous model race car for developers driven by reinforcement learning. Customers using these new services and capabilities include Adobe, BMW, Cathay Pacific, Dow Jones, Expedia, Formula 1, GE Healthcare, HERE, Intuit, Johnson & Johnson, Kia Motors, Lionbridge, Major League Baseball, NASA JPL, Politico.eu, Ryanair, Shell, Tinder, the United Nations, Vonage, the World Bank, and Zillow.
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Published: December 2018
Glossary
machine learning
Machine learning (ML) is a subset of artificial intelligence (AI) that focuses on the development of algorithms and statistical models that enable computers to improve their performance on a specific task through experience or training. Instead of being explicitly programmed to perform a task, a machine learning system learns from data and examples. The primary goal of machine learning is to develop models that can generalize patterns from data and make predictions or decisions without being...
artificial intelligence
The ability of a machine to perform certain complex functions normally associated with human intelligence, such as judgment, pattern recognition, understanding, learning, planning, and problem solving.
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