amazon-sagemaker-data-wrangler

6/26/2023, 12:00:00 AM ~ 6/27/2023, 12:00:00 AM (UTC) Recent Announcements AWS Glue now supports native Snowflake connectivity with new ETL capabilities (preview) AWS Glue for Spark now supports the Snowflake connector for Spark out-of-the-box with new ETL capabilities enabling users to preview Snowflake data, use Snowflake SQL queries as a source, and write to new or existing Snowflake tables. AWS Glue Studio offers a visual extract-transform-and-load (ETL) interface that helps ETL developers to author, run, and monitor AWS Glue ETL jobs quickly....

5/1/2023, 12:00:00 AM ~ 5/2/2023, 12:00:00 AM (UTC) Recent Announcements Amazon GuardDuty Malware Protection adds on-demand scanning Amazon GuardDuty Malware Protection adds a new capability that allows customers to initiate on-demand malware scans of Amazon Elastic Compute Cloud (Amazon EC2) instances, including instances used to host container workloads. Scans can be initiated using the GuardDuty console, or programmatically via the API, without the need to deploy security software and are designed to have no performance impact to running workloads....

4/17/2023, 12:00:00 AM ~ 4/18/2023, 12:00:00 AM (UTC) Recent Announcements Prepare data easily with Amazon Personalize and Amazon SageMaker Data Wrangler integration Amazon Personalize is integrating with Amazon SageMaker Data Wrangler to make it easier for customers to import and prepare their data. Amazon Personalize enables developers to improve customer engagement through personalized product and content recommendations – no ML expertise required. The quality of data used for model training affects the quality of the recommendations, which makes data aggregation and preparation a critical step to get high-quality recommendations using Amazon Personalize....

3/22/2023, 12:00:00 AM ~ 3/23/2023, 12:00:00 AM (UTC) Recent Announcements Amazon SageMaker Data Wrangler now enables OAuth based access to Snowflake Amazon SageMaker Data Wrangler now supports OAuth based authentication with identity providers including Okta, Microsoft Azure AD, and Ping Federate to access data in Snowflake for machine learning (ML). Data Wrangler reduces the time it takes to aggregate and prepare data for ML from weeks to minutes using a visual interface in Amazon SageMaker Studio....

3/10/2023, 12:00:00 AM ~ 3/13/2023, 12:00:00 AM (UTC) Recent Announcements Amazon SageMaker Data Wrangler now supports Amazon EMR Hive as a big query engine Amazon SageMaker Data Wrangler reduces the time it takes to aggregate and prepare data for machine learning (ML) from weeks to minutes in Amazon SageMaker Studio. Data Wrangler enables you to access data from a wide variety of popular sources (Amazon S3, Amazon Athena, Amazon Redshift, Amazon EMR Presto, Snowflake) and over 40 other third-party sources....