

Build a water consumption forecasting solution for a water utility agency using Amazon Forecast
Amazon Forecast is a fully managed service that uses machine learning (ML) to generate highly accurate forecasts, without requiring any prior ML experience. Forecast is applicable in a wide variety of use cases,...

Identifying IoT device certificates with a revoked intermediate CA using AWS IoT Device Defender
Introduction Dynamically verifiable device identity is a foundational component of a Zero Trust Architecture (ZTA). Ongoing dynamic evaluation of identity and trust requires complete and timely visibility into relevant...


Best Egg achieved three times faster ML model training with Amazon SageMaker Automatic Model Tuning
This post is co-authored by Tristan Miller from Best Egg. Best Egg is a leading financial confidence platform that provides lending products and resources focused on helping people feel more confident as they manage...






How CCC Intelligent Solutions created a custom approach for hosting complex AI models using Amazon SageMaker
This post is co-written by Christopher Diaz, Sam Kinard, Jaime Hidalgo and Daniel Suarez from CCC Intelligent Solutions. In this post, we discuss how CCC Intelligent Solutions (CCC) combined Amazon SageMaker with...

Enhancing IoT device security using Hardware Security Modules and AWS IoT Device SDK
Introduction Security of operations and security of data are among the top priorities of customers dealing with sensitive information or operating in highly regulated markets. Internet of Things (IoT) customers have the...



Churn prediction using multimodality of text and tabular features with Amazon SageMaker Jumpstart
Amazon SageMaker JumpStart is the Machine Learning (ML) hub of SageMaker providing pre-trained, publicly available models for a wide range of problem types to help you get started with machine learning. Understanding...


How Thomson Reuters built an AI platform using Amazon SageMaker to accelerate delivery of ML projects
This post is co-written by Ramdev Wudali and Kiran Mantripragada from Thomson Reuters. In 1992, Thomson Reuters (TR) released its first AI legal research service, WIN (Westlaw Is Natural), an innovation at the time, as...

Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 2
This blog post is co-written with Chaoyang He and Salman Avestimehr from FedML. Analyzing real-world healthcare and life sciences (HCLS) data poses several practical challenges, such as distributed data silos, lack of...

Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 1
This blog post is co-written with Chaoyang He and Salman Avestimehr from FedML. Analyzing real-world healthcare and life sciences (HCLS) data poses several practical challenges, such as distributed data silos, lack of...

Multilingual customer support translation made easy on Salesforce Service Cloud using Amazon Translate
This post was co-authored with Mark Lott, Distinguished Technical Architect, Salesforce, Inc. Enterprises that operate globally are experiencing challenges sourcing customer support professionals with multi-lingual...