Use the new SQL commands MERGE and QUALIFY to implement and validate change data capture in Amazon Redshift

Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud. Tens of Read More →

Externalize Amazon MSK Connect configurations with Terraform

Managing configurations for Amazon MSK Connect, a feature of Amazon Managed Streaming for Apache Kafka Read More →

Learn how to build and deploy tool-using LLM agents using AWS SageMaker JumpStart Foundation Models

Large language model (LLM) agents are programs that extend the capabilities of standalone LLMs with Read More →

Build a classification pipeline with Amazon Comprehend custom classification (Part I)

“Data locked away in text, audio, social media, and other unstructured sources can be a Read More →

Fine-tune Falcon 7B and other LLMs on Amazon SageMaker with @remote decorator

Today, generative AI models cover a variety of tasks from text summarization, Q&A, and image Read More →

Simplify operational data processing in data lakes using AWS Glue and Apache Hudi

The Analytics specialty practice of AWS Professional Services (AWS ProServe) helps customers across the globe Read More →

Amazon SageMaker simplifies the Amazon SageMaker Studio setup for individual users

Today, we are excited to announce the simplified Quick setup experience in Amazon SageMaker. With Read More →

Amazon SageMaker Domain in VPC only mode to support SageMaker Studio with auto shutdown Lifecycle Configuration and SageMaker Canvas with Terraform

Amazon SageMaker Domain supports SageMaker machine learning (ML) environments, including SageMaker Studio and SageMaker Canvas. Read More →

Implement smart document search index with Amazon Textract and Amazon OpenSearch

For modern companies that deal with enormous volumes of documents such as contracts, invoices, resumes, Read More →

Optimize equipment performance with historical data, Ray, and Amazon SageMaker

Efficient control policies enable industrial companies to increase their profitability by maximizing productivity while reducing Read More →

Enable pod-based GPU metrics in Amazon CloudWatch

In February 2022, Amazon Web Services added support for NVIDIA GPU metrics in Amazon CloudWatch, Read More →

Best practices and design patterns for building machine learning workflows with Amazon SageMaker Pipelines

Amazon SageMaker Pipelines is a fully managed AWS service for building and orchestrating machine learning Read More →

Extracting key insights from Amazon S3 access logs with AWS Glue for Ray

Customers of all sizes and industries use Amazon Simple Storage Service (Amazon S3) to store Read More →

Build streaming data pipelines with Amazon MSK Serverless and IAM authentication

Currently, MSK Serverless only directly supports IAM for authentication using Java. This example shows how Read More →

Use the reverse token filter to enable suffix matching queries in OpenSearch

OpenSearch is an open-source RESTful search engine built on top of the Apache Lucene library. Read More →