AWS Machine Learning Blog

Tag: AWS Batch

Build an online compound solubility prediction workflow with AWS Batch and HAQM SageMaker

Machine learning (ML) methods for the field of computational chemistry are growing at an accelerated rate. Easy access to open-source solvers (such as TensorFlow and Apache MXNet), toolkits (such as RDKit cheminformatics software), and open-scientific initiatives (such as DeepChem) makes it easy to use these frameworks in daily research. In the field of chemical informatics, many […]

Create Audiobooks with HAQM Polly and AWS Batch

Update: On 17 JUL 2018, HAQM Polly released Asynchronous Synthesis, a new feature that enables you to process up to 100,000 characters of text at a time using asynchronous requests. Read this article for details: HAQM Polly Update – Time-Driven Prosody and Asynchronous Synthesis. HAQM Polly, one of AWS’s first AI services, turns text into lifelike […]

Classify a Large Number of Images with HAQM Rekognition and AWS Batch

September 8, 2021: HAQM Elasticsearch Service has been renamed to HAQM OpenSearch Service. See details. HAQM Rekognition, one of the first AWS AI services, makes it easy to quickly add sophisticated deep-learning-based visual search and image classification to your applications. With the Rekognition API, you can detect objects, scenes, and faces in images, and search […]