Category: Advanced (300)

A recommender system is an automated software mechanism that uses algorithms and data to personalize product discovery for a particular user. Its essential task is to help users discover the most relevant items within an often-unmanageable set of choices. These days, recommender systems are employed in diverse domains to promote products on e-commerce sites, such […]

New deep-learning model architectures push what’s possible in the field of natural language processing (NLP). NLP is the study of methods of processing and analysis of human language data. In machine learning (ML), transfer learning takes model parameters learned on one task and uses them as a basis for another task with some additional fine-tuning. […]

Pre-trained machine learning (ML) models available in AWS Marketplace take care of the heavy lifting, helping you deliver Artificial Intelligence (AI)- and ML-powered features faster and at a lower cost. However, just like all ML models, sometimes ML model predictions are just not confident enough. You want a pair of human eyes to confirm the […]

This is the second article of a two-part series. Part 1 covered data preparation for machine learning (ML) by using Trifacta. Part 2 covers training the model using Amazon SageMaker Autopilot and operationalizing the workflow. Background ML provides value to business by offering accurate insights to guide business decisions. Gathering insights from ML should be […]

This is the first blog post of a two-part series. Part 1 covers data preparation for machine learning (ML) using Trifacta, available in AWS Marketplace. Part 2, Simplifying machine learning operations with Trifacta and Amazon SageMaker, covers training the model using Amazon SageMaker Autopilot and operationalizing the workflow. In the past decade, advancements in machine […]

Update June 16, 2021: In May 2021, AWS released an AWS Quick Start, which provides a simple, one-click implementation of New Relic’s integration with AWS Control Tower, with the following enhancements: Automatically enables New Relic’s AWS integration from your New Relic account. You no longer need to manually enable the integration from the New Relic […]

As of December 2022, to integrate Datadog monitoring into your multi-account environment, we now recommend using Datadog’s Account Factory customization. To learn how to use Account Factory customization to deploy Datadog’s AWS Integration into new accounts, visit the most recent blog post. Operational intelligence in a cloud environment helps organizations gain in-depth visibility into resources […]

AWS Control Tower enables you to create new AWS accounts in your AWS Organization with AWS-recommended best practices and guardrails in place. Our customers and partners often ask for ways to automate the execution of some customizations specific to their organization on the creation of a new AWS account. This is especially true for customers […]

Metered pricing in AWS Marketplace AWS Marketplace is a digital catalog with thousands of software solutions from Independent Software Vendors (ISVs). It makes it easy for AWS customers to find, test, buy and deploy software in minutes on AWS. By listing your software in AWS Marketplace, you can reach a worldwide target audience while reducing […]

As a customer, you deploy workloads on the AWS Cloud, and you often build multi-account environments based on AWS Multi Account Strategy best practices. Many of my customers use AWS Control Tower as an orchestration framework to provision new accounts. AWS Control Tower provides a way to set up and govern a new, secure, multi-account […]