Run distributed hyperparameter and neural architecture tuning jobs with Syne Tune

By Dustin Ward

AWS FeedRun distributed hyperparameter and neural architecture tuning jobs with Syne Tune Today we announce the general availability of Syne Tune, an open-source Python library for large-scale distributed hyperparameter and neural architecture optimization. It provides implementations of several state-of-the-art global optimizers, such as Bayesian optimization, Hyperband, and population-based training. Additionally, it supports constrained and multi-objective…

Introducing PII data identification and handling using AWS Glue DataBrew

By Dustin Ward

AWS FeedIntroducing PII data identification and handling using AWS Glue DataBrew AWS Glue DataBrew, a visual data preparation tool, can now identify and handle sensitive data by applying advance transformations like redaction, replacement, encryption, and decryption on your personally identifiable information (PII) data. With exponential growth of data, companies are handling huge volumes and a…

Introducing mutual TLS authentication for Amazon MSK as an event source

By Dustin Ward

AWS FeedIntroducing mutual TLS authentication for Amazon MSK as an event source This post is written by Uma Ramadoss, Senior Specialist Solutions Architect, Integration. Today, AWS Lambda is introducing mutual TLS (mTLS) authentication for Amazon Managed Streaming for Apache Kafka (Amazon MSK) and self-managed Kafka as an event source. Many customers use Amazon MSK for…