Favorite When you build models with the Apache MXNet deep learning framework, you can take advantage of the expansive model zoo provided by GluonCV to quickly train state-of-the-art computer vision algorithms for image and video processing. A typical development environment for training consists of a Jupyter notebook hosted on a
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Shared by AWS Machine Learning July 22, 2020
Favorite This is a guest post by Mark Wood at Pulselive. In their own words, “Pulselive, based out of the UK, is the proud digital partner to some of the biggest names in sports.” At Pulselive, we create experiences sports fans can’t live without; whether that’s the official Cricket World
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Shared by AWS Machine Learning July 22, 2020
Favorite In the UK we call them “the boffins” – the deepest subject matter experts. However there are 4 reasons not to ask the boffins to write the knowledge base content. Image from wikipedia We can view Knowledge Management as the mechanism or system by which we provide knowledge to
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Shared by Nick Milton July 22, 2020
Favorite In this post, we demonstrate how to use Amazon Comprehend Medical to extract medication names and medical conditions to monitor drug safety and adverse events. Amazon Comprehend Medical is a natural language processing (NLP) service that uses machine learning (ML) to easily extract relevant medical information from unstructured text. We query
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Shared by AWS Machine Learning July 21, 2020
Favorite This post is co-written by Femi Olumofin, an analytics architect at Infoblox. In the same way that you can conveniently recognize someone by name instead of government-issued ID or telephone number, the Domain Name System (DNS) provides a convenient means for naming and reaching internet services or resources behind
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Shared by AWS Machine Learning July 21, 2020
Favorite This is a guest post co-written by Sergio Delgado from YoucanBook.me. In their own words, “YouCanBook.me is a small, independent and fully remote team, who love solving scheduling problems all over the world.” At YoucanBook.me, we like to say that we’re “a small company that does great things.” Many
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Shared by AWS Machine Learning July 21, 2020
Favorite This is a guest post by the Jira Cloud Performance Team at Atlassian. In their own words, Atlassian’s mission is to unleash the potential in every team. Our products help teams organize, discuss, and complete their work. And what teams do can change the world. We have helped NASA teams design
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Shared by AWS Machine Learning July 21, 2020
Favorite If we see KM as a supply chain, supplying knowledge to the knowledge worker in order that they can make the right business decision, then we can apply concepts such as lean to optimise that supply chain. There are other ways to use lean principles to improve KM, such
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Shared by Nick Milton July 20, 2020
Favorite This is a guest post by AWS Machine Learning Hero Cyrus Wong. Staying connected with family, friends, and colleagues is easy for most people who live with or close to others. For educators who need to communicate lessons and schedules with their students, or businesses who communicate with
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Shared by AWS Machine Learning July 18, 2020
Favorite Text classification is a technique for putting text into different categories, and has a wide range of applications: email providers use text classification to detect spam emails, marketing agencies use it for sentiment analysis of customer reviews, and discussion forum moderators use it to detect inappropriate comments. In the
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Shared by AWS Machine Learning July 15, 2020