Favorite AWS customers like Snap, Alexa, and Autodesk have been using AWS Inferentia to achieve the highest performance and lowest cost on a wide variety of machine learning (ML) deployments. Natural language processing (NLP) models are growing in popularity for real-time and offline batched use cases. Our customers deploy these
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Shared by AWS Machine Learning May 5, 2021
Favorite Many companies extract data from scanned documents containing tables and forms, such as PDFs. Some examples are audit documents, tax documents, whitepapers, or customer review documents. For customer reviews, you might be extracting text such as product reviews, movie reviews, or feedback. Further understanding of the individual and overall
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Shared by AWS Machine Learning May 5, 2021
Favorite Amazon SageMaker hyperparameter tuning provides a built-in solution for scalable training and hyperparameter optimization (HPO). However, for some applications (such as those with a preference of different HPO libraries or customized HPO features), we need custom machine learning (ML) solutions that allow retraining and HPO. This post offers a step-by-step
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Shared by AWS Machine Learning May 4, 2021
Favorite A month ago, I opened a survey to investigate how KM has fared during the pandemic and associated recession. Here are the results. We conducted the last of our three triennial Knoco Global Surveys of Knowledge Management in 2020, and these reflect the state of KM in organisations prior
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Shared by Nick Milton May 4, 2021
Favorite Amazon Forecast just launched the ability to hierarchically delete resources at a parent level without having to locate the child resources. You can stay focused on building value-adding forecasting systems and not worry about trying to manage individual resources that are created in your workflow. Forecast uses machine learning
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Shared by AWS Machine Learning May 1, 2021
Favorite Autonomous vehicle companies typically use LiDAR sensors to generate a 3D understanding of the environment around their vehicles. For example, they mount a LiDAR sensor on their vehicles to continuously capture point-in-time snapshots of the surrounding 3D environment. The LiDAR sensor output is a sequence of 3D point cloud
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Shared by AWS Machine Learning April 30, 2021
Favorite This is a guest post by Jeff McKelvey, Principal Development Lead at HiConversion. The team at HiConversion has collaborated closely with James Jory, Applied AI Services Solutions Architect at AWS, and Matt Chwastek, Senior Product Manager for Amazon Personalize at AWS. In their own words, “HiConversion is the eCommerce
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Shared by AWS Machine Learning April 30, 2021
Favorite This is a guest post by Cyrus Wong, an AWS Machine Learning Hero. You can learn more about and connect with AWS Machine Learning Heroes at the community page. On July 29, 2020, AWS announced that Amazon Translate now supports Microsoft Office documents, including .docx, .xlsx, and .pptx. The
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Shared by AWS Machine Learning April 30, 2021
Favorite Does KM have to be a project? We argue that it does. Image from wikimedia commons Implementing KM means building something new within your organisation. A new management framework, a new way of working, a new set of behaviours and attitudes. The work is not done when implementation is
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Shared by Nick Milton April 30, 2021
Favorite Throughout history, from photography to video to hypertext, artists have pushed the expressive limits of new technologies, and artificial intelligence is no exception. At I/O 2019, Google Research and Google Arts & Culture launched the Artists + Machine Intelligence Grants, providing a range of support and technical mentorship to
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Shared by Google AI Technology April 28, 2021
Shared by AWS Machine Learning May 5, 2021
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