Multi-GPU distributed deep learning training at scale with Ubuntu18 DLAMI, EFA on P3dn instances,...

AWS Deep Learning AMI (Ubuntu 18.04) is optimized for deep learning on EC2 Accelerated Computing Instance types, allowing you to scale out to...

Iterative Imputation for Missing Values in Machine Learning

Datasets may have missing values, and this can cause problems for many machine learning algorithms. As such, it is good practice to identify and...

Introducing Amazon SageMaker Components for Kubeflow Pipelines

Today we’re announcing Amazon SageMaker Components for Kubeflow Pipelines. This post shows how to build your first Kubeflow pipeline with Amazon SageMaker components...

Alexa uses Amazon Translate to reach more international customers

Amazon Alexa is available in 15 locales and eight languages. To understand and respond in different languages, Alexa needs to learn new grammar...

Amazon Textract is now SOC and ISO compliant

You can now use Amazon Textract, a machine learning (ML) service that quickly and easily extracts text and data from forms and tables...

Creating a music genre model with your own data in AWS DeepComposer

AWS DeepComposer is an educational AWS service that teaches generative AI and uses Generative Adversarial Networks (GANs) to transform a melody that you...

Test-Time Augmentation With Scikit-Learn

Test-time augmentation, or TTA for short, is a technique for improving the skill of predictive models. It is typically used to improve the predictive...

Designing human review workflows with Amazon Translate and Amazon Augmented AI

The world is becoming smaller as many businesses and organizations expand globally. As businesses expand their reach to wider audiences across different linguistic...