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How to redact PII data in conversation transcripts

Favorite Customer service interactions often contain personally identifiable information (PII) such as names, phone numbers, and dates of birth. As organizations incorporate machine learning (ML) and analytics into their applications, using this data can provide insights on how to create more seamless customer experiences. However, the presence of PII information

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Shared by AWS Machine Learning December 23, 2022

Get to production-grade data faster by using new built-in interfaces with Amazon SageMaker Ground Truth Plus

Favorite Launched at AWS re:Invent 2021, Amazon SageMaker Ground Truth Plus helps you create high-quality training datasets by removing the undifferentiated heavy lifting associated with building data labeling applications and managing the labeling workforce. All you do is share data along with labeling requirements, and Ground Truth Plus sets up

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Shared by AWS Machine Learning December 22, 2022

EHR-Safe: Generating High-Fidelity and Privacy-Preserving Synthetic Electronic Health Records

Favorite Posted by Jinsung Yoon and Sercan O. Arik, Research Scientists, Google Research, Cloud AI Team Analysis of Electronic Health Records (EHR) has a tremendous potential for enhancing patient care, quantitatively measuring performance of clinical practices, and facilitating clinical research. Statistical estimation and machine learning (ML) models trained on EHR

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Shared by Google AI Technology December 21, 2022

2022 is almost over, welcome 2023!

Favorite As I’m closing out my first full year as executive director of the Open Source Initiative, I’m amazed by what our small team has accomplished. I’m proud to end the year with a solid 20% growth in revenue from sponsors and an even more impressive increase of the total

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Shared by voicesofopensource December 21, 2022