Tutorial

Guide to Implementing Machine Learning Powered Personalization with Amazon Personalize

Introduction¶ In today’s competitive online marketplace, personalized experiences have become crucial in attracting and retaining customers. Machine learning (ML) powered personalization can provide valuable insights and recommendations that enhance user engagement and satisfaction. However, implementing ML solutions can be complex and time-consuming, often requiring significant experimentation to achieve desired results. In this guide, we will …

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Amazon SageMaker Geospatial Capabilities with GPU-based Instances

Introduction¶ Amazon SageMaker is a fully managed machine learning service provided by Amazon Web Services (AWS) that enables developers and data scientists to build, train, and deploy machine learning models at scale. SageMaker Studio Notebooks, part of the SageMaker ecosystem, provide an integrated development environment (IDE) for data scientists to explore and analyze data, build …

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Guide to Using AWS Compute Optimizer for Rightsizing G4dn and P3 Instances

Introduction¶ AWS Compute Optimizer is a powerful tool that helps you optimize your cloud infrastructure by finding the most cost-effective instance types for your workloads. This guide will focus specifically on the feature of Compute Optimizer that supports rightsizing for G4dn and P3 instances. We will explore the benefits of using this feature, its availability …

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Amazon MWAA Expands Support for Customer Compliance with ISO and IRAP

Amazon Managed Workflows for Apache Airflow (MWAA) makes managing data pipelines straightforward and seamless in the cloud landscape. As part of its commitment to ensuring customer data security, Amazon MWAA is fully certified and compliant with ISO/IEC 27001:2013, 27017:2015, 27018:2019, 27701:2019, 22301:2019, 9001:2015 standards and the CSA STAR CCM v4.0. It also fulfills the Australian …

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AWS Partner Network Launches New AWS Automotive Competency

We are thrilled to reveal the introduction of the AWS Automotive Competency, an initiative that underscores APN Partners who have exhibited both technical prowess and proven client success within the automotive sector. Notably, partners who have gained the AWS Automotive Competency have evidenced their AWS expertise across a minimum of one of eight key strategic …

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AWS SAM CLI: Local Testing and Debugging Support for Terraform Projects

Amazon Web Services (AWS) Serverless Application Model (SAM) CLI has made a significant update, and this time, Terraform users are in for a treat. AWS has just announced that the SAM CLI now includes support for local testing and debugging of infrastructure described with Terraform, bolstering development capabilities and efficiency. One can easily interpret infrastructure …

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Amazon RDS for PostgreSQL Now Supports h3-pg for Geospatial Indexing

Amazon RDS for PostgreSQL now supports h3-pg, a powerful PostgreSQL extension for geospatial following. Having set its inherent capacity for effectiveness and accessibility of geospatial data, Amazon RDS has upgraded its offerings with h3-pg support. This articles highly focuses on the detailed functionalities, potential usage scenarios, and the advantages of h3-pg in enhancing your engagement …

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AWS Trusted Advisor Introduces A New Fault Tolerance Check for AWS Lambda

AWS Trusted Advisor is a tool designed to help optimize AWS resources by providing real-time guidance about your AWS environment. It utilizes a wealth of AWS best practices and scrutinizes your account, looking out for vulnerabilities, and highlighting opportunities to improve systems, optimize costs, and increase performance. Now, AWS Trusted Advisor has taken a step …

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Amazon EC2 High Memory Instances Now Available in Asia Pacific (Seoul) Region

Amazon Elastic Compute Cloud (EC2) offers a range of instance types optimized to meet various computing needs. One among them is the EC2 High Memory instances, specifically designed to run large in-memory databases in the cloud. Now, EC2 High Memory instances are available in the Asia Pacific (Seoul) Region. This guide will discuss what it …

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VPC DNS Query Logging: Available in Five New AWS Regions

Amazon Web Services (AWS) offers a broad set of wonky and value-added cloud-computing solutions that provide businesses, governments, and nonprofits with a secure, reliable, and scalable way to manage their digital infrastructure. Among the many services on offer is Amazon Virtual Private Cloud (VPC), which allows you to provision a logically isolated section of the …

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