Delta Sharing on AWS

By Dustin Ward

AWS FeedDelta Sharing on AWS This post was written by Frank Munz, Staff Developer Advocate at Databricks. An introduction to Delta Sharing During the past decade, much thought went into system and application architectures using domain-driven design and microservices, but we are still on the verge of building distributed data meshes. Such data meshes are…

How TourRadar automates the translation process using Amazon EventBridge and Amazon Translate

By Dustin Ward

AWS FeedHow TourRadar automates the translation process using Amazon EventBridge and Amazon Translate This is a guest post written by Gergely Kadi, Senior Systems Engineer and Martin Petraschek-Stummer, Senior Data Engineer at TourRadar. TourRadar is a travel marketplace to connect people to life-enriching travel experiences. When it was launched, TourRadar only offered tours and content…

Implementing a hub and spoke dashboard for multi-account data science projects

By Dustin Ward

AWS FeedImplementing a hub and spoke dashboard for multi-account data science projects Modern data science environments often involve many independent projects, each spanning multiple accounts. In order to maintain a global overview of the activities within the projects, a mechanism to collect data from the different accounts into a central one is crucial. In this…

Enhance your machine learning development by using a modular architecture with Amazon SageMaker projects

By Dustin Ward

AWS FeedEnhance your machine learning development by using a modular architecture with Amazon SageMaker projects One of the main challenges in a machine learning (ML) project implementation is the variety and high number of development artifacts and tools used. This includes code in notebooks, modules for data processing and transformation, environment configuration, inference pipeline, and…