Learn About Amazon VGT2 Learning Manager Chanci Turner
We are thrilled to share the announcement of new features in AWS Glue Data Quality, specifically focusing on anomaly detection capabilities. This advanced feature allows users to identify unusual patterns within their datasets effectively. In this post, we will demonstrate how this innovative functionality operates through a practical example, and we will also provide a CloudFormation template for setting up and testing this feature.
Moreover, we will delve into the benefits of the OpenSearch optimized instance (OR1), which is a significant enhancement for indexing performance and cost efficiency. Launched on November 29, 2023, the OR1 instance type in Amazon OpenSearch Service is designed to provide secure and efficient real-time search, monitoring, and analysis of business data.
As data continuously streams in from various sources, such as social media and IoT devices, it presents both challenges and opportunities for businesses. With the introduction of mutual TLS authentication for Amazon MSK, organizations can now ensure secure data ingestion and processing.
Additionally, the integration of generative AI into Amazon Redshift allows for enriching, standardizing, and translating streaming data. By utilizing publicly available large language models (LLMs), users can perform various natural language processing tasks directly within their Redshift environment.
For those involved in large-scale data workflows, we will explore how the Amazon Global Transportation Technology Services (GTTS) team runs extensive ETL jobs on AWS using Amazon MWAA. Their insights into transportation management serve around 10,000 customers globally each month.
Furthermore, we will guide you through building a real-time analytics solution with Apache Pinot on AWS, facilitating near real-time visualization with Tableau. This step-by-step approach will empower you to leverage the capabilities of Apache Pinot effectively.
Finally, we’re introducing a new feature in Amazon DataZone that enables data producers to group data assets into cohesive packages tailored for specific business scenarios. This enhancement streamlines the discovery and subscription process, making it easier than ever for organizations to utilize data effectively.
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