Tutorial

In recent years, machine learning (ML) has become increasingly popular across various industries. With the ability to analyze and interpret massive amounts of data, ML has revolutionized the way businesses approach problem-solving and decision-making. However, one of the biggest challenges faced by ML practitioners is managing and processing these large datasets efficiently. Amazon Simple Storage …

New updates automatically accelerate Amazon S3 data transfer for ML training Read More »

Introduction¶ Large Language Models (LLMs) have gained immense popularity across various domains due to their ability to generate natural language text, understand context, and perform advanced tasks like machine translation, sentiment analysis, and chatbots. However, these models are often too large to fit on a single accelerator or GPU device, leading to challenges in achieving …

Guide to Large Model Inference with Amazon SageMaker LMI DLC and TensorRT-LLM support Read More »

In this guide, we will be discussing the major dashboard enhancements that have been announced in AWS Security Hub. These enhancements allow users to filter and customize their dashboard views, as well as view a new set of widgets that have been carefully chosen to reflect the modern cloud security threat landscape and relate to …

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Introduction¶ Amazon Elastic File System (EFS) is a fully managed, serverless file storage service that allows you to easily set up and run file workloads in the cloud. With the introduction of Amazon EFS Replication, you can maintain an up-to-date secondary copy of your primary file system in the AWS Region of your choice. This …

Guide to Amazon EFS Replication and Failback Read More »

Amazon Simple Queue Service (SQS) is a fully managed message queuing service that enables users to decouple and scale microservices, distributed systems, and serverless applications. With SQS, users can send, store, and receive messages between software components at any volume without the need to manage infrastructure. SQS offers two types of queues, standard and FIFO. …

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Table of Contents¶ Introduction The Importance of Vehicle Data in the Automotive Industry Overview of AWS IoT FleetWise Collecting and Organizing Data from Vehicle Vision Systems 4.1 Data Collection 4.2 Data Organization Understanding Structured and Unstructured Vision System Data Synchronizing Data in the Cloud Assembling a Full Picture View of Events Gaining Insights from Vision …

Announcing vision system data from AWS IoT FleetWise (Preview) Read More »

Introduction¶ Amazon CloudWatch, the monitoring and observability service offered by Amazon Web Services (AWS), has recently introduced an exciting new feature called AI-powered natural language query generation. This innovative feature aims to simplify and enhance the querying process for CloudWatch Logs and Metrics Insights. By leveraging the power of artificial intelligence, CloudWatch now enables users …

Guide to Amazon CloudWatch AI-powered Natural Language Query Generation Read More »

Introduction¶ The Application Load Balancer (ALB) is a powerful tool for managing and distributing incoming network traffic to your applications. It provides a reliable and scalable solution for handling high volumes of requests. With the added functionality of Mutual TLS (Transport Layer Security) authentication, ALB offers enhanced security by validating X.509 client certificates. This guide …

Application Load Balancer: Mutual TLS Authentication with X.509 Certificates Read More »

With the increasing adoption of serverless computing and the use of AWS Lambda functions, ensuring the security of your code is of paramount importance. To further enhance its capabilities in code scanning and vulnerability assessment, Amazon Inspector has now integrated generative Artificial Intelligence (AI) and automated reasoning to provide assisted code remediation for Lambda functions. …

Amazon Inspector Expands AWS Lambda Code Scanning with Generative AI Powered Remediation Read More »

AWS Config is an advanced service provided by Amazon Web Services that allows users to monitor and manage their AWS resources and configurations. It provides a detailed inventory of resources and records any configuration changes that occur within an AWS account. With the recent introduction of generative AI-powered natural language querying feature, AWS Config has …

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