Category: Technical How-to

by guest author Ievgen Sliusar, Assistant Professor, Ph.D. In this blog post, I  demonstrate how to build an Artificial Intelligence (AI) system for real-time text message classification and learning using Dynamic AI56. This model package is available in AWS Marketplace. With conventional machine learning (ML), you first train your model and then deploy it to […]

On December 1, 2019, AWS released EC2 Image Builder, which simplifies the creation, maintenance, validation, sharing, and deployment of Linux or Windows Server images. We now recommend AWS customers use EC2 Image Builder to manage your golden images. You can use the scripts provided in this blog post to create a golden AMI pipeline with […]

Data analytics workloads are increasingly being migrated to the cloud. Amazon EMR is a cloud-native big data platform that makes it easy to process vast amounts of data quickly and cost effectively at scale. Amazon EMR, along with Amazon Simple Storage Service (Amazon S3) provides a flexible storage platform. With the click of a few […]

Until now, finding the right third-party data to help uncover insights for your business has remained a slow and cumbersome process. With AWS Marketplace’s new service, AWS Data Exchange, you can now search, sample, and subscribe to data products across any industry. AWS Data Exchange’s catalog gives AWS customers access to data sources. You can […]

By guest author Nick Payton, Head of Marketing and Partnerships, SigOpt The quality of predictions from machine learning (ML) models depends on a few factors. These factors include a high volume of well-prepared data, a robust feature set with the appropriate architecture, and the configuration of hyperparameters. Hyperparameters are numeric values with high and low […]

Organizations of all sizes are realizing that Machine Learning is more than a nice-to-have capability. It’s becoming a necessary differentiator that has the potential to impact almost every aspect of the business. From back-office optimizations to business forecasting and risk reduction, ML is critical for companies looking to innovate and remain relevant. One way for […]

The enterprise customers I work with use AWS Control Tower to set up and govern their secure multi-account AWS environments. They want to enable their technology users to find, buy, and immediately start using software from AWS Marketplace to run on their environments. At the same time, they also want to restrict AWS Marketplace purchases […]

This is a guest post by Dale Brown, VP of Business Development, Figure Eight Before you can build a successful machine learning (ML) algorithm that works in the real world, you must ensure that your data is appropriately annotated by human annotators. Creating accurate training data helps ensure better accuracy when you launch your ML […]

  Installing a web application firewall (WAF) in your virtual private cloud (VPC) protects your applications against sophisticated threats. Possible threats include Structure Query Language (SQL) injection, cross-site scripting (XSS), malware uploads, and application Distributed Denial of Service (DDoS) attacks. Installing a WAF can improve overall application performance while mitigating risks. Most WAFs include built-in […]

by guest author James Carden, Solution Architect, TCS The TCS Connected Intelligence Data Lake for Business (CIDL) is a self-serve data lake platform that helps business and IT teams turn raw data into insights. In this blog post, I will describe the steps to subscribe to, install, and test CIDL. Prerequisites Log in to your […]