AWS FeedOrchestrate AWS Glue DataBrew jobs using Amazon Managed Workflows for Apache Airflow As the industry grows with more data volume, big data analytics is becoming a common requirement in data analytics and machine learning (ML) use cases. Analysts are building complex data transformation pipelines that include multiple steps for data preparation and cleansing. However,…
AWS FeedEstablishing Feedback Loops Based on the AWS Well-Architected Framework Review The AWS Well-Architected Framework helps customers build a secure, high-performing, resilient, and efficient infrastructure for their applications and workloads. The Well-Architected (WA) Tool was introduced in 2018 to help customers assess their workloads against the best practices defined by the AWS Well-Architected Framework. The…
AWS FeedAmazon Redshift announces preview of cross-account data sharing Amazon Redshift data sharing allows you to share live, transactionally consistent data across different Redshift clusters without the complexity and delays associated with data copies and data movement. Ability to share data across clusters that are in the same AWS account is already generally available. Now you can…
AWS FeedBetter together: AWS SAM and AWS CDK Today AWS is announcing the public preview of AWS Serverless Application Model CLI (AWS SAM CLI) support for local development and testing of AWS Cloud Development Kit (AWS CDK) projects. AWS SAM and AWS CDK are both open-source frameworks for building applications using infrastructure as code (IaC).…
AWS FeedTranslate All: Automating multiple file type batch translation with AWS CloudFormation This is a guest post by Cyrus Wong, an AWS Machine Learning Hero. You can learn more about and connect with AWS Machine Learning Heroes at the community page. On July 29, 2020, AWS announced that Amazon Translate now supports Microsoft Office documents,…
AWS FeedEnrich your data stream asynchronously using Amazon Kinesis Data Analytics for Apache Flink Streaming data into or out of a data system must be fast. One of the most expensive pieces of any streaming system is the I/O of the system: reading from the streaming layer using Apache Kafka or Amazon Kinesis, reading a…