The Data Domain Blog

Groundbreaking research from UEA utilizes machine learning to identify three distinct subtypes of osteosarcoma, potentially revolutionizing treatment approaches for this aggressive bone cancer. This discovery could transform clinical trials and lead to more personalized treatment strategies. https://lnkd.in/eJPfBySW

Discover how HEMA revolutionized their data management by implementing Amazon DataZone, transforming from siloed data systems to an efficient data mesh architecture that enables seamless data sharing and governance across their enterprise. https://lnkd.in/ebYsEYs9

Discover how Amazon Q data integration has evolved with DataFrame support and context-aware development, revolutionizing ETL workflows. Learn about its enhanced capabilities, multiple data source support, and seamless integration with AWS services. https://lnkd.in/e3Ew6W7k

Discover how Jumia, Africa's leading e-commerce platform, transformed its data infrastructure by migrating from Hadoop to AWS serverless solutions, achieving 50% cost reduction through innovative metadata-driven frameworks and standardized workflows. https://lnkd.in/eVumPKu3

A groundbreaking study by MIT's CSAIL reveals the current capabilities and limitations of AI vision language models in processing ecological datasets. While showing promise for basic image retrieval, these models struggle with complex scientific queries. https://lnkd.in/ekY3_tE8

Discover strategies for evaluating and optimizing Retrieval-Augmented Generation (RAG) systems. Learn about testing frameworks, evaluation metrics, and the crucial balance between automated testing and human evaluation for optimal performance. https://lnkd.in/eHQpDU_4

MIT researchers have developed Boltz-1, a groundbreaking open-source AI model that matches AlphaFold3's capabilities in predicting protein structures. This innovation promises to accelerate biomedical research and democratize access to advanced structural biology tools. https://lnkd.in/e5gcZyr4

Explore effective methods for generating confidence scores in GenAI applications, focusing on majority voting, implementation strategies, and practical solutions for financial automation use cases. https://lnkd.in/eeBkccDs

Discover how to build comprehensive data lineage for one-time and complex queries using Amazon Athena, Redshift, and Neptune. Learn about unified data modeling with dbt and automated lineage generation through AWS serverless architecture. https://lnkd.in/e-q_ENbV

Discover how Flo Health optimized Amazon DynamoDB to efficiently serve 70 million monthly active users while achieving 60% cost reduction. Learn about their implementation of AWS Well-Architected Framework and innovative data optimization strategies. https://lnkd.in/ehJViQRR