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Tips and Patterns for Machine Learning

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ML Gateway

December 13, 2021 DeepContext LLC

https://dr-arsanjani.medium.com/enterprise-ml-deployment-patterns-part-1-hosted-deployment-df535fd5b6a6

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The Circuit Breaker

October 17, 2020 DeepContext LLC

https://github.com/cdk-patterns/serverless/tree/master/the-lambda-circuit-breaker

architecture
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classify incoming correspondences

February 23, 2020March 1, 2020 DeepContext LLC

Solution Summary: Use AWS Textract and AWS Comprehend to route incoming correspondences, files, input using multi class classification .

Problem: Capture and route incoming invoices, documentation, email .

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The sentiment neuron

July 21, 2019 DeepContext LLC

Paper by open AI https://openai.com/blog/unsupervised-sentiment-neuron/

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Price Optimization

July 15, 2019 DeepContext LLC

A common pattern that goes with time series sometimes, and sometimes not; is pricing at the right point so you don’t lose customers and yet charge as high as possible to maximize revenue not just now, but in the long run.

 

 

 

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