Artificial Intelligence
Author: Neel Sendas
Neel Sendas is a Senior Technical Account Manager at Amazon Web Services. Neel works with enterprise customers to design, deploy, and scale cloud applications to achieve their business goals. He is also a machine learning enthusiast. When he is not helping customers, he dabbles in golf and salsa dance.
Fine tune a generative AI application for Amazon Bedrock using Amazon SageMaker Pipeline decorators
In this post, we show you how to convert Python code that fine-tunes a generative AI model in Amazon Bedrock from local files to a reusable workflow using Amazon SageMaker Pipelines decorators.
Detect anomalies using Amazon Lookout for Metrics and review inference through Amazon A2I
Proactively detecting unusual or unexpected variances in your business metrics and reducing false alarms can help you stay on top of sudden changes and improve your business performance. Accurately identifying the root cause of deviation from normal business metrics and taking immediate steps to remediate an anomaly can not only boost user engagement but also […]
Automating an Amazon Personalize solution using the AWS Step Functions Data Science SDK
Machine learning (ML)-based recommender systems aren’t a new concept across organizations such as retail, media and entertainment, and education, but developing such a system can be a resource-intensive task—from data labelling, training and inference, to scaling. You also need to apply continuous integration, continuous deployment, and continuous training to your ML model, or MLOps. The […]