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What Is a Data Warehouse? | IBM

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WelcomeOverviewModern data stackAI-ready dataAI data managementOverviewDataOps frameworkDataOps architectureOverviewStructured vs. unstructured dataMetadata managementDatasetsOverviewOverviewSQLPrimary keyNoSQL databasesOLTPVector databasesRAG vector databasesDatabase as a service (DBaaS)CAP theoremDatabase schemaMongoDBPostgreSQLRedisElasticsearchOpenSearchetcdCassandraApache HBaseCouchDBPrestoQuery optimizationEntity relationship diagramOverviewOverviewData martOverviewDelta lakeApache icebergAWS data lake formationOverviewFeature storeCloud data lake, data warehouse and data martMaster data management (MDM)OverviewData fabricData meshData modelingOverviewAgentic AI data engineeringData acquisitionOverviewData pipeline automation10 steps for automating data pipelinesDirected acyclic graphData cleaningData reconciliationData validationData enrichmentData wranglingData virtualizationData automationData orchestrationFile transferData migrationStreaming dataOverviewETLELTChange data captureReal-time data integrationCloud data integrationAI data integrationOverviewData contractData integration techniques and methodsOverviewData retrievalData ingestionOLAPStream processingUnstructured data processingReal-time data streamingOverviewOverviewHDFSMapreduceApache AvroApache RangerOverviewChief Data Officer (CDO)OverviewData literacyData marketplaceData optimizationData modernizationData reductionData silosData strategyData SLAData fragmentationOverviewData quality managementOverviewData accuracyData integrityData reliabilityOverviewData observabilityBad dataDark dataDirty dataAI data qualityOverviewData stewardshipJim HoldsworthMatthew KosinskiAlexandra Jonkerdataextract, transform and loadextract, load, and transformcleanbusiness intelligence (BI)transactional systemscustomer relationship management (CRM)Self-service analyticsInternet of Things (IoT)big dataLatencydata lakehousestransform dataautomationstructured datadata lakesonline analytical processing (OLAP)relational databasesdata miningforecast planningOnline transaction processing (OLTP)workflowdata engineeringIBM Privacy StatementMassively Parallel Processing (MPP)Symmetric Multiprocessing (SMP)data securitydata privacycloud computingdata storagesoftware as a service (SaaS)data centerCommon misconceptions about cloud data warehousesworkloadsschemasdata modelsnormalizedApache SparkELT vs. ETL: What’s the difference?application programming interfaces (APIs)data pipelinesdata governanceMetadatadata governancedata managementdata visualization toolsTableauGo to episodedata martDeep dive: Data warehouses vs. data lakes vs. data lakehousesdatabasedata lakebig dataApache Hadoopdata lakehouseunstructuredreal-time datamachine learningdata scienceartificial intelligence (AI)structured query language (SQL)data qualitydata cleansingdeduplicationaccuracyintegritydata silosgenerative AIfine-tunebusiness applicationsdatabasesobject storageworkload managementlakehousesETLELTdata cleansingdata governancedata observabilitydata qualitydata quality issuesdatabasedata storagebusiness intelligenceData engineerschief data officerdata strategydata managementbusiness intelligencesemantic layersdata governancedata qualitysecurityAlexandra JonkerJim HoldsworthMatthew KosinskiEbook IBM watsonx.data - The only hybrid, open data lakehouse Improve AI accuracy with AI-ready unstructured and structured data. Download the ebookGuide The data leader’s guide to AI-ready data Find out how you can overcome today’s data challenges and outline actionable steps to ready your data for AI. Explore the guideInsights Your AI can’t act on what it can’t access Discover how having a holistic view of your organization’s data in any format, structured or unstructured, can make it AI ready. Read moreWhitepaper IDC Spotlight: Increasing AI Adoption with AI-Ready Data Gain actionable insights on how to invest in AI technology for data and preparing data for AI. Read moreEbook IBM watsonx.data - The only hybrid, open data lakehouse Improve AI accuracy with AI-ready unstructured and structured data Download the ebookDiscover watsonx.dataDiscover data lake solutionsExplore data and AI consulting servicesDiscover watsonx.dataExplore data for AI solutions

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