Favorite AWS DeepRacer is a cloud-based 3D racing simulator, an autonomous 1/18th scale race car driven by reinforcement learning, and a global racing league. Reinforcement learning (RL), an advanced machine learning (ML) technique, enables models to learn complex behaviors without labeled training data and make short-term decisions while optimizing for longer-term goals. But as
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Shared by AWS Machine Learning October 14, 2020
Favorite Conversational audio data that requires transcription, such as phone calls, doctor visits, and online meetings, often has multiple speakers. In these use cases, it’s important to accurately label the speaker and associate them to the audio content delivered. For example, you can distinguish between a doctor’s questions and a
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Shared by AWS Machine Learning October 14, 2020
Favorite Amazon Rekognition content moderation is a deep learning-based service that can detect inappropriate, unwanted, or offensive images and videos, making it easier to find and remove such content at scale. Amazon Rekognition provides a detailed taxonomy of moderation categories, such as Explicit Nudity, Suggestive, Violence, and Visually Disturbing. You
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Shared by AWS Machine Learning October 13, 2020
Favorite The 2020 Knoco survey shows (among very many other interesting things) data on how organisations plan to use the ISO 30401 standard. I have further analysed the dataset to see how the planned usage varies with KM maturity. 213 people answered the question, and the answers are shown in
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Shared by Nick Milton October 9, 2020
Favorite In 2016 NASA published their toolbox for KM. Here’s what is in it. See NASA source page This post is an update to my previous post on the NASA toolbox, which is getting rather out of date! NASA APPEL introduced their new organisation-wide HQ KM toolbox at the beginning
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Shared by Nick Milton October 8, 2020
Favorite Effective October 1st, 2020, we’re reducing the prices for ml.p3 and ml.p2 instances in Amazon SageMaker by up to 18% so you can maximize your machine learning (ML) budgets and innovate with deep learning using these accelerated compute instances. The new price reductions apply to ml.p3 and ml.p2 instances
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Shared by AWS Machine Learning October 8, 2020
Favorite NFL’s Next Gen Stats (NGS) powered by AWS accurately captures player and ball data in real time for every play and every NFL game—over 300 million data points per season—through the extensive use of sensors in players’ pads and the ball. With this rich set of tracking data, NGS
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Shared by AWS Machine Learning October 8, 2020
Favorite According to the 2018 National Highway Traffic Safety Administration (NHTSA) Traffic Safety Facts, in 2018, there were 857 fatal bicycle and motor vehicle crashes and an additional estimated 47,000 cycling injuries in the US . While motorists often accuse cyclists of being the cause of bike-car accidents, the analysis
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Shared by AWS Machine Learning October 8, 2020
Favorite When Fernanda Viégas was in college, it took three years with three different majors before she decided she wanted to study graphic design and art history. And even then, she couldn’t have imagined the job she has today: building artificial intelligence and machine learning with fairness and transparency in
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Shared by Google AI Technology October 7, 2020
Favorite A personal learning matrix reminds people of the sources of knowledge available to them. The matrix shown above is inspired by a really interesting blog post entitled “how rocket scientists learn” by Yasmin Fodil from NASA. Yasmin points out that Knowledge management is about the better application of collective
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Shared by Nick Milton October 7, 2020
Shared by AWS Machine Learning October 14, 2020
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