Continuous Delivery for AI applications Machine Learning - - PowerPoint PPT Presentation

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Mar 30, 2023 584 likes •679 views

Continuous Delivery for AI applications Machine Learning Significantly improve many applications on multiple domains natural language image understanding speech recognition autonomy processing deep learning trend in the past 10

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Continuous Delivery for AI applications

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Significantly improve many applications on multiple domains

“deep learning” trend in the past 10 years

image understanding speech recognition natural language processing

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Machine Learning

autonomy

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Machine Learning at Amazon

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The circle of ML

Front-End team Data Engineering team Analysts / DS team DevOps team Business Problem Data ML Model ML Application

ML is great How do we scale it? How do we apply it?

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AWS AI Services

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AWS CodeCommit AWS CodeDeploy AWS CodePipeline AWS CodeStar AWS CodeBuild

AWS Developer Tools

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Deploying Prediction Functions using MXNet and ECS

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Give It a spin

https://aws.amazon.com/blogs/ai/deploy-deep-learning-