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Review: AWS AI and Machine Learning stacks up

Amazon Web Services provides an impressively broad and deep set of machine learning and AI services, rivaling Google Cloud and Microsoft Azure. ....

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Tackling bias in edge AI systems

Tackling bias in edge AI systems
December 11, 2020 //
By Nick Flaherty
Tools are emerging to easily add machine learning to camera systems, along with tools to address potential bias in edge AI frameworks
End-to-end machine learning tools such as AI Studio from Blaize are aimed at removing the need for data scientist in developing and deploying edge AI applications, especially in camera systems. But those data scientists have also highlighted that AI frameworks are vulnerable to bias in the data that is used for training.
New tools are emerging this week to analyse and even correct bias in such frameworks, which is a key step for edge AI system developers. ....

Julien Simon , Sagemaker Clarify , Artificial Intelligence , Machine Learning Evangelist , Amazon Wes , ஜூலியன் சிமோன் , செயற்கை உளவுத்துறை , இயந்திரம் கற்றல் சுவிசேஷகர் , அமேசான் வெஸ் ,

Amazon SageMaker grows ever more powerful as machine learning models head for the edge

Amazon SageMaker helps lead machine learning models to the edge
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Machine learning has experienced an incredible increase in usage in the past couple of years. In 2017, deploying machine learning models was considered extremely difficult, something only major organizations had the resources to consider.
Then, Amazon Web Services Inc. released the Amazon SageMaker machine learning service.
“Customers saw it was much easier to do machine learning once they were using tools like SageMaker,” said Bratin Saha (pictured), vice president and general manager of machine learning services and Amazon AI at Amazon. “Machine learning was no longer niche; machine learning was no longer a fictional thing. It was something that was giving real business value.” ....

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