Managing missing values in your target and related datasets with automated imputation support in Amazon Forecast

Favorite Amazon Forecast is a fully managed service that uses machine learning (ML) to generate highly accurate forecasts without requiring any prior ML experience. Forecast is applicable in a wide variety of use cases, including estimating product demand, supply chain optimization, resource planning, energy demand forecasting, and computing cloud infrastructure

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Shared by AWS Machine Learning June 5, 2020

How to apply Knowledge Management to Mergers and Acquisitions

Favorite Knowledge management delivers maximum value when applied to high value knowledge, to support high value decisions, and in areas where that knowledge is otherwise at risk of being lost. A typical high value area where major decisions will be made is Mergers and Acquisitions.  Image from wikimedia commons,Merger of

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Shared by Nick Milton June 5, 2020

Multi-GPU distributed deep learning training at scale with Ubuntu18 DLAMI, EFA on P3dn instances, and Amazon FSx for Lustre

Favorite AWS Deep Learning AMI (Ubuntu 18.04) is optimized for deep learning on EC2 Accelerated Computing Instance types, allowing you to scale out to multiple nodes for distributed workloads more efficiently and easily. It has a prebuilt Elastic Fabric Adapter (EFA), Nvidia GPU stack, and many deep learning frameworks (TensorFlow,

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Shared by AWS Machine Learning June 4, 2020

How to learn like an ant

Favorite Social and organisational learning is so easy that even ants can do it, and we can learn from the principles they apply. Leafcutter ant trail by Jasper Nance on flickr If you look at an ant trail from the nest to a source of food, it is pretty direct. The

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Shared by Nick Milton June 4, 2020

Introducing Amazon SageMaker Components for Kubeflow Pipelines

Favorite Today we’re announcing Amazon SageMaker Components for Kubeflow Pipelines. This post shows how to build your first Kubeflow pipeline with Amazon SageMaker components using the Kubeflow Pipelines SDK. Kubeflow is a popular open-source machine learning (ML) toolkit for Kubernetes users who want to build custom ML pipelines.  Kubeflow Pipelines is

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Shared by AWS Machine Learning June 3, 2020

Amazon Textract is now SOC and ISO compliant

Favorite You can now use Amazon Textract, a machine learning (ML) service that quickly and easily extracts text and data from forms and tables in scanned documents, for workloads that are subject to Service Organization Control (SOC) compliance and International Organization for Standardization (ISO) compliance. This launch builds upon the

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Shared by AWS Machine Learning June 2, 2020