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Enabling responsible AI development with new open source capabilities

opensource.microsoft.com · published 18 February 2021

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https://azure.microsoft.com/en-us/blog/build-ai-you-can-trust-with-responsible-ml/

azure.microsoft.com

https://techcommunity.microsoft.com/t5/azure-ai/responsible-machine-learning-with-error-analysis/ba-p/2141774

techcommunity.microsoft.com

https://smartnoise.org/

smartnoise.org

http://opendp.io/

opendp.io

https://cloudblogs.microsoft.com/opensource/2021/02/18/create-privacy-preserving-synthetic-data-for-machine-learning-with-smartnoise/

cloudblogs.microsoft.com

https://aiplus.odsc.com/courses/privacy-preserving-analytics-and-machine-learning-with-differential-privacy

aiplus.odsc.com

https://www.microsoft.com/en-us/ai/responsible-ai?activetab=pivot1:primaryr6

microsoft.com

https://azure.microsoft.com/en-us/resources/microsoft-smartnoisedifferential-privacy-machine-learning-case-studies/

azure.microsoft.com

https://fairlearn.ai/

fairlearn.ai

https://interpretml.ai

interpretml.ai

https://erroranalysis.ai

erroranalysis.ai

https://azure.microsoft.com/en-us/services/machine-learning/

azure.microsoft.com