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Tag: AWS CloudFormation

Getting started with AWS Glue Data Quality from the AWS Glue Data Catalog

AWS Glue is a serverless data integration service that makes it simple to discover, prepare, and combine data for analytics, machine learning (ML), and...

Prepare data from Amazon EMR for machine learning using Amazon SageMaker Data Wrangler

Data preparation is a principal component of machine learning (ML) pipelines. In fact, it is estimated that data professionals spend about 80 percent of...

Query cross-account Amazon DynamoDB tables using Amazon Athena Federated Query

Amazon DynamoDB is ideal for applications that need a flexible NoSQL database with low read and write latencies and the ability to scale storage and...

Perform multi-cloud analytics using Amazon QuickSight, Amazon Athena Federated Query, and Microsoft Azure Synapse

In this post, we show how to use Amazon QuickSight and Amazon Athena Federated Query to build dashboards and visualizations on data that is...

Scale AWS SDK for pandas workloads with AWS Glue for Ray

AWS SDK for pandas is an open-source library that extends the popular Python pandas library, enabling you to connect to AWS data and analytics...

Deploy an MLOps solution that hosts your model endpoints in AWS Lambda

In 2019, Amazon co-founded the climate pledge. The pledge’s goal is to achieve net zero carbon by 2040. This is 10 years earlier than...

Apply fine-grained data access controls with AWS Lake Formation and Amazon EMR from Amazon SageMaker Studio

Amazon SageMaker Studio is a fully integrated development environment (IDE) for machine learning (ML) that enables data scientists and developers to perform every step...

Accelerate multilingual workflows with a customizable translation solution built with Amazon Translate

Enterprises often need to communicate effectively to a large base of customers, partners, and stakeholders across several different languages. They need to translate and...

How ENGIE automates the deployment of Amazon Athena data sources on Microsoft Power BI

ENGIE—one of the largest utility providers in France and a global player in the zero-carbon energy transition—produces, transports, and deals in electricity, gas, and...

AlexaTM 20B is now available in Amazon SageMaker JumpStart

Today, we announce the public availability of Amazon’s state-of-the-art Alexa Teacher Model with 20 billion parameters  (AlexaTM 20B) through Amazon SageMaker JumpStart, SageMaker’s machine...

Large-scale feature engineering with sensitive data protection using AWS Glue interactive sessions and Amazon SageMaker Studio

Organizations are using machine learning (ML) and AI services to enhance customer experience, reduce operational cost, and unlock new possibilities to improve business outcomes. Data underpins ML and AI use cases and is a strategic asset to an organization. As data is growing at an exponential rate, organizations are looking to set up an integrated, […]

Automate Amazon Redshift Serverless data warehouse management using AWS CloudFormation and the AWS CLI

Amazon Redshift Serverless makes it simple to run and scale analytics without having to manage the instance type, instance size, lifecycle management, pausing, resuming,...

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