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AWS re:Invent Recap: Machine Learning Keynote

Here are the key announcements from the re:Invent 2020 Machine Learning Keynote: Faster Distributed Training on Amazon SageMaker is the quickest and most efficient approach for training large deep learning models and datasets. Through model parallelism and data parallelism, SageMaker distributed training automatically splits deep learning models and datasets for training in significantly less time […]

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AWS 2020 re:Invent Recap: AWS Trainium

What Happened:  The newest AWS custom-designed chip, AWS Trainium, was announced during Andy Jassy’s 2020 re:Invent keynote, with the projected best price performance for training Machine Learning (ML) models in the cloud. Meant for deep learning training workloads for applications, it includes capabilities of image classification, semantic search, translation, voice recognition, NLP (Natural Language Processing), […]

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AWS re:Invent Recap: Amazon SageMaker Pipelines

What happened? The new service, Amazon SageMaker Pipelines, has been launched to provide continuous integration and delivery pipelines that automate steps of ML (Machine Learning) workflows. It’s the first CI/CD service for ML to build, store, and track automated workflows and also create an audit trail for training data and modeling configurations. Why is it […]

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AWS re:Invent Recap: Habana Gaudi Based EC2 System

What Happened:  With machine learning workloads growing rapidly and faster machines needed for training models in the cloud, Andy Jassy announced Habana Gaudi-based Amazon EC2 Instances will be available in the first half of 2021. Powered by new Habana Gaudi pre-processors from Intel, users can expect a 40% better price/performance over the current GPU based […]

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AWS re:Invent Recap: SageMaker Data Wrangler

What happened? The new service, SageMaker Data Wrangler, was announced during Andy Jessy’s 2020 re:Invent Keynote. Incorporated into AWS SageMaker, this tool simplifies the data preparation workflow so the entire process can be done from one central interface. Why is it important? SageMaker Data Wrangler contains over 300 built-in data transformations to normalize, transform, and […]

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AWS re:Invent 2020 Keynote Service Announcements

There were many major product launch and update announcements during Andy Jassy’s re:Invent Keynote presentation. We put together a list of these awesome technologies by service area to give you a quick overview on what they are and why they matter: COMPUTE Habana Gaudi based Amazon EC2 Instances will be available the first half of […]

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AWS re:Invent Recap: MacOS Instances for Amazon EC2

Developers will now have a virtual environment to leverage for designing apps for the Mac, iPhone, and other Apple devices, powered by Mac Minis. What Happened: Amazon Expands App Development & Testing Capabilities with Native Mac Instances for AWS On Monday’s reInvent Kickoff, Amazon announced the availability of macOS instances on AWS via the Amazon […]

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