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Tag: Technical How-to

Deploy DataHub using AWS managed services and ingest metadata from AWS Glue and Amazon Redshift – Part 2

In the first post of this series, we discussed the need of a metadata management solution for organizations. We used DataHub as an open-source...

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Use Amazon SageMaker Canvas for exploratory data analysis

Exploratory data analysis (EDA) is a common task performed by business analysts to discover patterns, understand relationships, validate assumptions, and identify anomalies in their...

Real estate brokerage firm John L. Scott uses Amazon Textract to strike racially restrictive language from property deeds for homeowners

Founded more than 91 years ago in Seattle, John L. Scott Real Estate’s core value is Living Life as a Contribution®. The firm helps...

Customize business rules for intelligent document processing with human review and BI visualization

A massive amount of business documents are processed daily across industries. Many of these documents are paper-based, scanned into your system as images, or...

Automate classification of IT service requests with an Amazon Comprehend custom classifier

Enterprises often deal with large volumes of IT service requests. Traditionally, the burden is put on the requester to choose the correct category for...

Common streaming data enrichment patterns in Amazon Kinesis Data Analytics for Apache Flink

Stream data processing allows you to act on data in real time. Real-time data analytics can help you have on-time and optimized responses while...

Reduce cost and development time with Amazon SageMaker Pipelines local mode

Creating robust and reusable machine learning (ML) pipelines can be a complex and time-consuming process. Developers usually test their processing and training scripts locally,...

Build, Test and Deploy ETL solutions using AWS Glue and AWS CDK based CI/CD pipelines

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

Automate your time series forecasting in Snowflake using Amazon Forecast

This post is a joint collaboration with Andries Engelbrecht and James Sun of Snowflake, Inc. The cloud...

Build an AI-powered virtual agent for Genesys Cloud using QnABot and Amazon Lex

The rise of artificial intelligence technologies enables organizations to adopt and improve self-service capabilities in contact center operations to create a more proactive, timely,...

Enable intelligent decision-making with Amazon SageMaker Canvas and Amazon QuickSight

Every company, regardless of its size, wants to deliver the best products and services to its customers. To achieve this, companies want to understand...

Design considerations for Amazon EMR on EKS in a multi-tenant Amazon EKS environment

Many AWS customers use Amazon Elastic Kubernetes Service (Amazon EKS) in order to take advantage of Kubernetes without the burden of managing the Kubernetes...

Choose the k-NN algorithm for your billion-scale use case with OpenSearch

When organizations set out to build machine learning (ML) applications such as natural language processing (NLP) systems, recommendation engines, or search-based systems, often times...

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