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Optimize AWS Inferentia utilization with FastAPI and PyTorch models on Amazon EC2 Inf1 & Inf2 instances

AWS Machine Learning Blog

This allows us to handle more inference requests with fewer accelerators. The AWS Neuron SDK allows us to utilize each of the NeuronCores in parallel, which gives us more control in loading and inferring four or more models in parallel without sacrificing throughput.

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Using Comet for Interpretability and Explainability

Heartbeat

Consider healthcare, where AI models are being used for disease diagnosis. Understanding how a model arrived at a diagnosis isn’t just a matter of trust; it’s about the patient’s well-being. Think of it as a meticulously organized lab notebook, but one that can handle the complexity of modern ML workflows.

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How Kakao Games automates lifetime value prediction from game data using Amazon SageMaker and AWS Glue

AWS Machine Learning Blog

This post is co-written with Suhyoung Kim, General Manager at KakaoGames Data Analytics Lab. In this post, we share how Kakao Games and the Amazon Machine Learning Solutions Lab teamed up to build a scalable and reliable LTV prediction solution by using AWS data and ML services such as AWS Glue and Amazon SageMaker.

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How is artificial intelligence in surgery and healthcare changing our lives?

Dataconomy

Moreover, AI technology empowers doctors to delve deep into patients’ lab reports, scans, and medical records, enabling the development of highly customized treatment plans at a micro level. This early detection not only leads to faster interventions but also holds the promise of improved outcomes and prognoses.

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Watch all Future of Data-Centric AI 2023 videos now!

Snorkel AI

We hope that you will enjoy watching the videos and learning more about the impact of LLMs on the world. In this presentation, center NLP Engineer James Dunham shares takeaways from the half-dozen project teams who used Snorkel in the past year.

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Watch all Future of Data-Centric AI 2023 videos now!

Snorkel AI

We hope that you will enjoy watching the videos and learning more about the impact of LLMs on the world. In this presentation, center NLP Engineer James Dunham shares takeaways from the half-dozen project teams who used Snorkel in the past year.

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What Is Hyperautomation?

O'Reilly Media

As a trend, we’re openly skeptical about Hyperautomation. So we’re skeptical about the term Hyperautomation, but we’re not skeptical about the desire to automate. Our current set of AI algorithms are good enough, as is our hardware; the hard problems are all about data.

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