Tutorial

Amazon SageMaker Feature Store: Unlocking ML Potential with SDK v3

Amazon SageMaker Feature Store has recently made significant improvements by supporting the SageMaker Python SDK v3. This enhancement is a game-changer for data scientists working in machine learning (ML) model development. As a fully managed repository for managing features, these new capabilities streamline workflows and provide better data governance through advanced access controls. In this …

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Amazon EventBridge Scheduler: Revolutionizing Serverless Scheduling

In the rapidly evolving world of cloud computing, Amazon EventBridge Scheduler stands out as a powerful tool that helps organizations manage their scheduled events efficiently. With the recent update featuring 619 new SDK API actions, including Lambda Managed Instances, this robust serverless scheduler allows users to leverage a broader range of AWS services seamlessly. This …

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Amazon RDS for Oracle: Now with M8i and R8i Instance Support

Amazon RDS for Oracle has recently expanded its capabilities by adding support for M8i and R8i instances that come with Oracle SE2 License Included. This advancement offers users significantly improved performance for database workloads. In this comprehensive guide, we will explore the key features, benefits, setup process, and best practices for using Amazon RDS for …

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Accelerate Data Analysis with Amazon SageMaker Data Agent

As the world becomes increasingly data-driven, the ability to analyze and derive insights from data is more crucial than ever. One such powerful tool that facilitates this process is the Amazon SageMaker Data Agent. This guide explores how to leverage the Data Agent effectively in IAM Identity Center domains, streamlining analytics workflows, and optimizing performance. …

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Comprehensive Guide to Amazon DocumentDB Serverless 8.0 Features

Introduction¶ In the ever-evolving world of cloud databases, Amazon DocumentDB (with MongoDB compatibility) Serverless has made a striking entrance with its latest release, version 8.0. Designed for scalability and cost-effectiveness, this innovative service allows developers to leverage the benefits of an on-demand, auto-scaling database. If you’re interested in harnessing the power of Amazon DocumentDB Serverless, …

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Comprehensive Guide to AWS Secrets Manager and Managed External Secrets

AWS Secrets Manager has evolved to provide seamless integration with third-party services like Datadog and Snowflake, enabling businesses to enhance security while simplifying secret management. In this comprehensive guide, we will delve into the latest capabilities of AWS Secrets Manager, focusing specifically on the newly added support for managed external secrets related to Datadog vended …

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Streamlining AWS Security: Verification Scripts for Pentest Findings

In today’s digital landscape, safeguarding sensitive information is paramount, especially when using cloud services like AWS. This guide focuses on how AWS Security Agent adds verification scripts for pentest findings to enhance security protocols. By automating the validation process of discovered vulnerabilities, security teams can substantially increase efficiency and accuracy in vulnerability management. Table of …

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Advanced Migration Assessment Features in AWS Transform

When considering a cloud migration strategy, businesses often face the daunting task of assessing their current infrastructure, estimating costs, and weighing the benefits against potential risks. With the new advanced migration assessment capabilities in AWS Transform, organizations can streamline this process significantly. This comprehensive guide will explore these features, providing you with actionable insights, technical …

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Amazon RDS Custom: Latest GDR Updates for Microsoft SQL Server

Amazon Relational Database Service (Amazon RDS) Custom now supports the latest General Distribution Release (GDR) updates for Microsoft SQL Server. This article provides a detailed overview of these updates, how they enhance your database instance security and performance, and actionable steps to ensure your database is up-to-date. Introduction¶ The latest GDR updates for Microsoft SQL …

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Leveraging Amazon SageMaker AI for OpenAI-compatible Inference

Amazon SageMaker AI offers a groundbreaking option for developers and data scientists by now supporting OpenAI-compatible APIs for inference endpoints. This guide explores the functionality, benefits, and technical setup for leveraging this innovative capability in your data workflows. Introduction¶ In the rapidly evolving field of artificial intelligence, Amazon SageMaker AI’s new integration with OpenAI-compatible APIs …

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