Comprehensive Guide to Amazon SageMaker Feature Store and SDK V3

Introduction¶ In the era of artificial intelligence and machine learning, managing data and features efficiently is critical. Amazon SageMaker Feature Store is a robust solution designed to help data scientists and machine learning practitioners effectively store, manage, and share features for machine learning models. With the recent introduction of SageMaker Python SDK V3, users can …

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A Comprehensive Guide to Amazon EventBridge Scheduler’s New SDK API Actions

Amazon EventBridge Scheduler has recently made headlines by expanding its capabilities. With the addition of 619 new SDK API actions, including features for Lambda Managed Instances, the service now offers a more extensive toolkit for developers and IT professionals. This guide dives deep into understanding the new features, how they can be leveraged, and best …

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Mastering Amazon Aurora DSQL: A Comprehensive Guide

Amazon Aurora DSQL has revolutionized the way developers handle databases with its serverless, distributed SQL capabilities. This comprehensive guide will help you understand what Aurora DSQL is, how it works, and how you can leverage its features to build robust and scalable applications. Whether you are new to databases or an experienced developer, this article …

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Announcing Region Expansion of P4de Instances on SageMaker Studio Notebooks

Introduction¶ In the ever-evolving field of machine learning and data science, the infrastructure supporting these advancements is crucial. That’s why we’re excited to announce the general availability of Amazon EC2 P4de instances in Asia Pacific (Tokyo, Singapore) and Europe (Frankfurt) on SageMaker Studio notebooks. This expansion enables users to leverage the latest computational power for …

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Announcing Region Expansion of G6 Instances on SageMaker Studio Notebooks

Amazon Web Services (AWS) continually enhances its offerings to ensure that developers, data scientists, and enterprises have the best tools to leverage emerging technologies. The recent announcement regarding the general availability of Amazon EC2 G6 instances in the Middle East (Dubai) and Asia Pacific (Malaysia) on SageMaker Studio notebooks is a game-changer. This guide will …

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AWS Transfer Family Web Apps Now in Asia Pacific (NZ) Region

The expansion of AWS Transfer Family web apps to the Asia Pacific (New Zealand) region is a significant milestone, providing businesses with a fully-managed and branded portal specifically designed for seamless data management in Amazon S3. In this comprehensive guide, we’ll explore how AWS Transfer Family web apps empower teams to browse, upload, and download …

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The Ultimate Guide to AWS MCP Server: Leveraging AI Coding Agents

In today’s fast-paced technological landscape, the integration of Artificial Intelligence (AI) with cloud services has become pivotal for businesses aiming to enhance their operations. This is where the AWS MCP Server steps in, providing a managed server that allows AI coding agents secure access to AWS services through the Model Context Protocol (MCP). In this …

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Unlocking the Power of Real-Time Hybrid Search with Amazon ElastiCache

In the ever-evolving landscape of data management and retrieval, Amazon ElastiCache now supports real-time hybrid search that seamlessly integrates vector similarity and full-text search capabilities. This innovative feature, introduced on May 6, 2026, empowers developers and businesses to create more efficient and responsive applications. In this comprehensive article, you’ll explore how hybrid search works, its …

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Amazon Bedrock AgentCore Runtime: Bring Your Own File System

Discover how Amazon Bedrock AgentCore Runtime now supports bring-your-own file system from Amazon S3 Files and Amazon EFS, revolutionizing data accessibility for developers. Introduction¶ In the rapidly evolving landscape of cloud computing, efficiency, and accessibility are paramount. The announcement of Amazon Bedrock AgentCore Runtime’s support for bring-your-own file system revolutionizes how developers manage and utilize …

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Private Connectivity with Amazon OpenSearch Service

Introduction In today’s digital landscape, security and connectivity are paramount for organizations leveraging cloud services. Amazon OpenSearch Service now supports VPC egress, a feature that enhances private connectivity to resources in your Virtual Private Cloud (VPC). This development marks a significant step for businesses looking to maintain secure communication channels without exposing their data to …

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