Continuous Delivery for AI applications · 2018-04-05 · Continuous Delivery for AI applications....
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Continuous Delivery for AI applications
Transcript of Continuous Delivery for AI applications · 2018-04-05 · Continuous Delivery for AI applications....
Continuous Delivery for AI applications
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
Machine Learning at Amazon
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?
AWS AI Services
AWS CodeCommit AWS CodeDeployAWS CodePipeline
AWS CodeStar AWS CodeBuild
AWS Developer Tools
Deploying Prediction Functions using MXNetand ECS
Give It a spin
• https://aws.amazon.com/blogs/ai/deploy-deep-learning-models-on-amazon-ecs/
