July 2025

Comprehensive Guide to Amazon RDS for SQL Server Linked Servers

Introduction Amazon RDS for SQL Server now supports linked servers with Oracle OLEDB Driver version 21.16. This enhancement brings significant improvements to how users can access external data sources from within their RDS for SQL Server environments. This guide will provide an in-depth exploration of linked servers, the significance of the Oracle OLEDB Driver, and …

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AWS Lambda Low Latency Processing for Kafka Events: A Comprehensive Guide

Introduction¶ The recent announcement from AWS Lambda regarding low latency processing for Kafka events has created excitement among developers and organizations leveraging real-time data processing. With the updated functionality, AWS Lambda now supports sub-100ms event processing for Amazon Managed Streaming for Apache Kafka (MSK) and self-managed Apache Kafka sources in Provisioned mode. This enhancement caters …

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Comprehensive Guide to Customizing Amazon Nova in SageMaker AI

Customizing Amazon Nova in Amazon SageMaker AI allows users to adapt powerful generative AI models to meet specific needs. In this guide, we will explore the ins and outs of model customization in detail, covering everything from the available techniques to deploying customized models. Table of Contents¶ Introduction Understanding model customization in SageMaker Customization Techniques …

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AWS Transform for Mainframe: Enhanced Code Refactoring & Business Logic

The landscape of IT modernization is continuously evolving, and with that evolution comes new tools designed to facilitate the transition of legacy systems into more agile and manageable forms. AWS Transform for Mainframe introduces enhanced code refactoring and business logic extraction capabilities that revolutionize the mainframe modernization process. This comprehensive guide explores how organizations can …

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Unleashing Natural Language with AWS API MCP Server

The AWS API MCP Server is a revolutionary tool that enables developers to interact with AWS APIs using natural language. This introduction sets the stage for exploring the technical and practical aspects of this new technology, providing actionable insights that will help you understand and implement AWS API MCP Server advantages in your projects. Throughout …

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Enhance Data Management with Amazon SageMaker’s New Features

In the realm of data management, Amazon SageMaker has launched exciting new features that simplify processes like lakehouse onboarding and metadata ingestion. These updates are crucial for organizations striving to improve their data governance and management workflow. This comprehensive guide will delve into the technical intricacies of these enhancements while providing actionable insights for users …

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Unlocking the Power of Workflow Automation with Amazon SageMaker

In the fast-paced world of data engineering and analytics, the Amazon SageMaker visual workflows builder stands as a groundbreaking tool for data scientists and engineers. This new feature, introduced on July 15, 2025, simplifies the process of creating and managing data workflows through an intuitive, low-code interface. This guide will explore the capabilities of Amazon …

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Comprehensive Guide to Amazon S3 Inventory ACL Support

In the evolving landscape of cloud storage, understanding features like Amazon S3 Inventory ACL support is crucial for effectively managing your data in AWS. This innovative support for Access Control Lists (ACLs) in Amazon Web Services (AWS) GovCloud (US) regions allows users to simplify access permissions management when reviewing their storage options in S3. In …

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