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Tag: AWS Cloud Development Kit

Automate secure access to Amazon MWAA environments using existing OpenID Connect single-sign-on authentication and authorization | Amazon Web Services

Customers use Amazon Managed Workflows for Apache Airflow (Amazon MWAA) to run Apache Airflow at scale in the cloud. They want to use their...

Define customized permissions in minutes with Amazon SageMaker Role Manager via the AWS CDK | Amazon Web Services

Machine learning (ML) administrators play a critical role in maintaining the security and integrity of ML workloads. Their primary focus is to ensure that...

Use the AWS CDK to deploy Amazon SageMaker Studio lifecycle configurations | Amazon Web Services

Amazon SageMaker Studio is the first fully integrated development environment (IDE) for machine learning (ML). Studio provides a single web-based visual interface where you...

“Learn How to Deploy Amazon SageMaker Studio Lifecycle Configurations with AWS CDK on Amazon Web Services”

Amazon SageMaker Studio is a fully integrated development environment (IDE) for machine learning (ML) that provides a single, web-based interface where you can perform...

Introducing in-place version upgrades with Amazon MWAA | Amazon Web Services

Today, AWS is announcing the availability of in-place version upgrades for Amazon Managed Workflow for Apache Airflow (Amazon MWAA). This enhancement allows you to...

Securing MLflow in AWS: Fine-grained access control with AWS native services

With Amazon SageMaker, you can manage the whole end-to-end machine learning (ML) lifecycle. It offers many native capabilities to help manage ML workflows aspects,...

Build Streamlit apps in Amazon SageMaker Studio

Developing web interfaces to interact with a machine learning (ML) model is a tedious task. With Streamlit, developing demo applications for your ML solution...

Build end-to-end document processing pipelines with Amazon Textract IDP CDK Constructs

Intelligent document processing (IDP) with AWS helps automate information extraction from documents of different types and formats, quickly and with high accuracy, without the...

Extend geospatial queries in Amazon Athena with UDFs and AWS Lambda

Amazon Athena is a serverless and interactive query service that allows you to easily analyze data in Amazon Simple Storage Service (Amazon S3) and...

Few-click segmentation mask labeling in Amazon SageMaker Ground Truth Plus

Amazon SageMaker Ground Truth Plus is a managed data labeling service that makes it easy to label data for machine learning (ML) applications. One...

Use Apache Iceberg in a data lake to support incremental data processing

Apache Iceberg is an open table format for very large analytic datasets, which captures metadata information on the state of datasets as they evolve...

Build a semantic search engine for tabular columns with Transformers and Amazon OpenSearch Service

Finding similar columns in a data lake has important applications in data cleaning and annotation, schema matching, data discovery, and analytics across multiple data...

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