mark madsen

analytics data bi big data hadoop database architecture business intelligence nosql data warehouse design warehouse data science cloud business intelligence analysis third nature open sql science spark streaming management etl infrastructure data lake innovation strategy source lake warehousing platform reproducibility marketing data mining planning schema relational data warehousing streams performance integration opensource third infobright graph scalability governance curation government columnar model events enterprise time series semantic storage talend strata decision support oss ux systems thinking data management explainability open data public ai usability marklogic ml rainstor rdbms teradata distributed dw pipeline jaspersoft visualization open source mark madsen technology machine learning latency selection data mart nature discovery exploration datalake datastax sap scorecard mysql sybase datawarehouse parallel online pentaho kickfire dewey buffon user experience linnaeus netezza key value processing metrics dashboard key-value event process businessintelligence non-relational evaluating real web time 2.0 crisis loans statistics text us media agile bi olap methodology ssd odi map-reduce gpu operational data integration replication. oreilly cep classification social taxonomy tags ontology databases cutter otlet history foreclosure debt experience mortgage budget federal spending cubes cave junction ashland oregon ecology biology botany zoomdata bigdata repeatability organization data engineer team preparation query workload ltv clv behavior crm rfm customer procurement architcture it tibco acquisition log collection needs data architecture tdwi product data engineering kubernetes python pipelines interpretability engineering cáo datascience machinelearning modeling bloom flowers kalmiopsis monument fritillaria geography geology klamath orchids caves cacscades siskiyou medford grants pass realtime parody pitch reactive funny encabulator humor functional web scale flexible mpp private privacy mobile apps gov2.0 bolzano economics merano fraud free public data transparency trouism business decisions evens data virtualization sqlserver oracle kafka queues messaging real-timie methods beer picasso correlation diapers joiners hockney cubism urban myth association rules unstructured presenting narrative communication storytelling madsen o'reilly presentation charts satire startup vc in-memory db2