Favorite The lesson learning system should be a supply chain for new knowledge. But how do you calculate its effectiveness? We can look at lesson learning as a supply chain; identifying new pieces of knowledge and supplying them to other knowledge workers so they can improve their work. If it
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Shared by Nick Milton December 4, 2019
Favorite We are excited to announce Amazon Transcribe Medical, a new HIPAA-eligible, machine learning automatic speech recognition (ASR) service that allows developers to add medical speech-to-text capabilities to their applications. Transcribe Medical provides accurate and affordable medical transcription, enabling healthcare providers, IT vendors, insurers, and pharmaceutical companies to build services
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Shared by AWS Machine Learning December 4, 2019
Favorite Two of the most popular machine learning models used today are BERT, for natural language processing (NLP), and Mask R-CNN, for image recognition. Over the past several months, AWS has significantly improved the underlying infrastructure, network, machine learning (ML) framework, and model code to achieve the best training time
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Shared by AWS Machine Learning December 4, 2019
Favorite Knowledge that “everyone knows” but which is quite wrong, it termed “General ignorance” and is a dangerous component of KM. QI stage-set from wikimendia commons There is a highly amusing TV quiz here in the UK, called QI. One section of the show is called “General Ignorance”, and consists
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Shared by Nick Milton December 3, 2019
Favorite Since the launch of AWS DeepRacer, tens of thousands of developers from around the world have been getting hands-on experience with reinforcement learning in the AWS Management Console, by building their AWS DeepRacer models and competing in the AWS DeepRacer League for a chance to be crowned the 2019
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Shared by AWS Machine Learning December 2, 2019
Favorite AWS is excited to introduce Amazon SageMaker Operators for Kubernetes, a new capability that makes it easier for developers and data scientists using Kubernetes to train, tune, and deploy machine learning (ML) models in Amazon SageMaker. Customers can install these Amazon SageMaker Operators on their Kubernetes cluster to create
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Shared by AWS Machine Learning December 2, 2019
Favorite If you are interested in how different industries approach KM, here is a new way to differentiate them. Different industries tend to approach KM in different ways, or apply KM in “different flavours.” In September I posted a ternary plot, where different industries were plotted on their relative focus
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Shared by Nick Milton December 2, 2019
Favorite Business in a world of change is a learning race. The winner is the organisation that can develop and mature knowledge more quickly than the competition, bringing new and improved products and processes into the market first, and so gaining First Learner Advantage. Therefore one way of viewing Knowledge
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Shared by Nick Milton November 29, 2019
Favorite How do you structure your knowledge store? There are 3 options, but one is far better than the other two in meeting the needs of the knowledge seeker. Image from Robins.af.mil There are three ways to organise your knowledge store. You can organise it by operational units, so that
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Shared by Nick Milton November 28, 2019
Favorite We are happy to announce that Amazon Forecast can now generate forecasts at a quantile of your choice. Launched at re:Invent 2018, and generally available since Aug 2019, Forecast is a fully managed service that uses machine learning (ML) to generate highly accurate forecasts, without requiring any prior ML
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Shared by AWS Machine Learning November 27, 2019