A continuous integration and continuous delivery (CI/CD) pipeline helps you automate steps in your machine learning (ML) applications such as data ingestion, data preparation, feature engineering, modeling training, and model […]
Artificial Intelligence Insights & Trends
Trending topics and news from the Artificial Intelligence Insights & Trends category
Back to news home3 Questions: Kalyan Veeramachaneni on hurdles preventing fully automated machine learning
The proliferation of big data across domains, from banking to health care to environmental monitoring, has spurred increasing demand for machine learning tools that help organizations make decisions based on […]
Translate and analyze text using SQL functions with Amazon Redshift, Amazon Translate, and Amazon Comprehend
You may have tables in your Amazon Redshift data warehouse or in your Amazon Simple Storage Service (Amazon S3) data lake full of records containing customer case notes, product reviews, […]
Serve 3,000 deep learning models on Amazon EKS with AWS Inferentia for under $50 an hour
More customers are finding the need to build larger, scalable, and more cost-effective machine learning (ML) inference pipelines in the cloud. Outside of these base prerequisites, the requirements of ML […]
Create Amazon SageMaker projects with image building CI/CD pipelines
Amazon SageMaker projects are AWS Service Catalog provisioned products that enable you to easily create end-to-end machine learning (ML) solutions. SageMaker projects give organizations the ability to use templates that […]
Use pre-trained financial language models for transfer learning in Amazon SageMaker JumpStart
Starting today, we’re releasing new tools for multimodal financial analysis within Amazon SageMaker JumpStart. SageMaker JumpStart helps you quickly and easily get started with machine learning (ML). It provides a […]
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 […]
Ounass increases its revenue using Amazon SageMaker with a Word2vec based recommender system
Based in Dubai, Ounass is the Middle East’s leading ecommerce platform for luxury goods. Scouring the globe for leading trends, Ounass’s expert team reports on the latest fashion updates, coveted […]
How to approach conversation design: The basics (Part 1)
Conversational interfaces have the potential to allow customers to interact more naturally with automated systems. From virtual assistants to concierge chatbots, conversational interfaces can bring convenience and personalization to customers […]
Customize Amazon SageMaker Studio using Lifecycle Configurations
Amazon SageMaker Studio is a web-based, integrated development environment (IDE) for machine learning (ML) that lets you build, train, debug, deploy, and monitor your ML models. It provides all the […]
