Deploying machine learning models as serverless APIs

Favorite Machine learning (ML) practitioners gather data, design algorithms, run experiments, and evaluate the results. After you create an ML model, you face another problem: serving predictions at scale cost-effectively. Serverless technology empowers you to serve your model predictions without worrying about how to manage the underlying infrastructure. Services like

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Shared by AWS Machine Learning April 2, 2020

Transform your photo in the style of an iconic artist

Favorite From the bold, swirling movement in Vincent van Gogh’s paintings, to the surreal, confident brushstrokes of Frida Kahlo, many famous artists have instantly recognizable styles. Now you can use these styles to transform your own photos. With Art Transfer, a new feature in the Google Arts & Culture app,

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Shared by Google AI Technology April 2, 2020

Increasing performance and reducing the cost of MXNet inference using Amazon SageMaker Neo and Amazon Elastic Inference

Favorite When running deep learning models in production, balancing infrastructure cost versus model latency is always an important consideration. At re:Invent 2018, AWS introduced Amazon SageMaker Neo and Amazon Elastic Inference, two services that can make models more efficient for deep learning. In most deep learning applications, making predictions using

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Shared by AWS Machine Learning March 31, 2020

20 incentives to "swing the KM balance"

Favorite People will engage with KM if the benefit to them outweighs the cost. Here are 20 ways to tip the scales in favour of Benefit.  Balance scale, by winnifredxoxo on Flickr At a purely individual level, people will decide how to spend their time and energy based on an

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Shared by Nick Milton March 27, 2020

The 3 main types of KM roles

Favorite There are three main types of KM roles in an organition; the business roles with a KM focus, the KM roles with a business focus, and the central roles  .  The business roles are focused on the business outcome which KM supports, while the KM roles focus on the

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Shared by Nick Milton March 26, 2020

AWS delivers sessions online at NVIDIA GTC Digital

Favorite Starting Tuesday, March 24, 2020, NVIDIA GTC Digital is offering courses for you to learn AWS best practices to accomplish your ML goals faster and more easily. Registration is free, so register now. The following sessions are available from AWS: S22492: Train BERT in One Hour Using Massive Cloud

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Shared by AWS Machine Learning March 25, 2020

Five things you (maybe) didn't know about AI

Favorite While there’s plenty of information out there on artificial intelligence, it’s not always easy to distinguish fact from fiction or find explanations that are easy to understand. That’s why we’ve teamed up with Google to create The A to Z of AI. It’s a series of simple, bite-sized explainers to

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Shared by Google AI Technology March 25, 2020