Tutorial

Introduction¶ SageMaker Canvas has been an effective tool for evaluating ML models, generating bulk-predictions, and performing what-if analysis within its interactive workspace. However, the recent update introduces a groundbreaking feature: the ability to deploy ML models from SageMaker Canvas to SageMaker real-time endpoints. This enhancement makes it easier for users to consume model predictions and …

Deploying ML Models from SageMaker Canvas to SageMaker Real-Time Endpoints Read More »

Introduction¶ Amazon RDS (Relational Database Service) is a managed database service offered by Amazon Web Services (AWS), which provides easy setup, operation, and scaling of relational databases in the cloud. It supports various database engines, including PostgreSQL, MySQL, and MariaDB. In this guide, we will delve into the details of Amazon RDS for PostgreSQL, MySQL, …

Amazon RDS for PostgreSQL, MySQL, and MariaDB: M6in, M6idn, R6in, and R6idn Database Instances Read More »

Introduction¶ In this guide, we will explore the powerful features and benefits of Amazon EC2 C7gd, M7gd, and R7gd instances that are now available in additional regions. These instances, based on the advanced Graviton3 architecture and equipped with DDR5 memory, leverage the AWS Nitro System to deliver exceptional performance, low latency, and energy efficiency. Whether …

Amazon EC2 C7gd, M7gd, and R7gd Instances: A Comprehensive Guide Read More »

We are excited to introduce Unified Settings for the AWS Management Console in the AWS GovCloud (US-West and US-East) Regions. This new feature allows users to have consistent settings across different devices, browsers, and services. In this guide, we will explore the various aspects of Unified Settings and how they can enhance your experience with …

Announcing Unified Settings for the AWS Management Console in the AWS GovCloud (US) Regions Read More »

Introduction¶ In the world of image moderation, it’s essential to have a reliable and accurate algorithm that can identify inappropriate content. Amazon Rekognition Moderation is a powerful service that uses deep learning models to detect and classify images based on their content. However, like any other AI model, it is not perfect and might generate …

Enhancing Accuracy of Pre-trained Rekognition Moderation Model with Custom Moderation Read More »

Introduction¶ Amazon Elastic Compute Cloud (Amazon EC2) M6in and M6idn instances have become available in new regions, including Europe (Stockholm) and Asia Pacific (Sydney). These sixth-generation network optimized instances are powered by 3rd Generation Intel Xeon Scalable processors and built on the AWS Nitro System. They offer superior network performance, bandwidth, and packet-processing capabilities compared …

Amazon EC2 M6in and M6idn Instances: A Comprehensive Guide Read More »

Guide Article Image by Austin Distel on Unsplash Introduction¶ Amazon SageMaker Canvas is an innovative platform that now offers expanded capabilities for content summarization and information extraction. By leveraging the power of Amazon Kendra, Amazon Bedrock, and Amazon SageMaker JumpStart, customers can now effortlessly extract valuable information from a set of indexed documents. This guide …

Amazon SageMaker Canvas: Expanding Content Summarization and Information Extraction Read More »

Introduction¶ In the world of big data analytics, running complex data processing pipelines and workflows often involves configuring, managing, and scaling clusters or servers. This can be a time-consuming and challenging task for data analysts and engineers. However, with the advent of AWS Step Functions and the recent launch of Optimized Integration for Amazon EMR …

AWS Step Functions Optimized Integration for Amazon EMR Serverless Read More »

Introduction¶ In this guide, we will explore the new availability and performance capabilities of the AWS Network Load Balancer (NLB). We will specifically focus on the UDP connection termination feature introduced by NLB, which aims to enhance the performance of applications utilizing UDP protocols. Additionally, we will discuss relevant technical points and provide insights into …

Announcing new AWS Network Load Balancer (NLB) availability and performance capabilities Read More »

In today’s technology landscape, the need for scalable and efficient solutions is more crucial than ever. As businesses continue to modernize their applications, they often encounter the challenge of limited IPv4 addresses in Virtual Private Clouds (VPCs). In response to this issue, Amazon Web Services (AWS) has announced the support for Internet Protocol Version 6 …

Introduction Read More »