{"id":31274,"date":"2025-03-18T12:10:10","date_gmt":"2025-03-18T05:10:10","guid":{"rendered":"https:\/\/www.fusionsol.com\/?p=31274"},"modified":"2025-03-19T08:21:26","modified_gmt":"2025-03-19T01:21:26","slug":"fabric-warehouse-and-lakehouse","status":"publish","type":"post","link":"https:\/\/www.fusionsol.com\/en\/blog\/fabric-warehouse-and-lakehouse\/","title":{"rendered":"Microsoft Fabric Warehouse and Lakehouse"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"31274\" class=\"elementor elementor-31274\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dca45ab e-flex e-con-boxed e-con e-parent\" data-id=\"dca45ab\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-01d7285 elementor-widget elementor-widget-heading\" data-id=\"01d7285\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Microsoft Fabric Warehouse \u0e41\u0e25\u0e30 Lakehouse: \u0e04\u0e33\u0e41\u0e19\u0e30\u0e19\u0e33\u0e43\u0e19\u0e01\u0e32\u0e23\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u0e40\u0e25\u0e37\u0e2d\u0e01<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d976280 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"d976280\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2025\/03\/lakehouse-warehouse-choose.jpg\" class=\"attachment-full size-full wp-image-31275\" alt=\"Fabric Warehouse and Lakehouse\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2025\/03\/lakehouse-warehouse-choose.jpg 1280w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2025\/03\/lakehouse-warehouse-choose-300x169.jpg 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2025\/03\/lakehouse-warehouse-choose-1024x576.jpg 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2025\/03\/lakehouse-warehouse-choose-768x432.jpg 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2025\/03\/lakehouse-warehouse-choose-600x338.jpg 600w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9918493 elementor-widget elementor-widget-text-editor\" data-id=\"9918493\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">\u0e1b\u0e31\u0e0d\u0e0d\u0e32\u0e1b\u0e23\u0e30\u0e14\u0e34\u0e29\u0e10\u0e4c (AI), data lakes \u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a\u0e40\u0e23\u0e35\u0e22\u0e25\u0e44\u0e17\u0e21\u0e4c \u0e01\u0e33\u0e25\u0e31\u0e07\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e41\u0e1b\u0e25\u0e07\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e14\u0e33\u0e40\u0e19\u0e34\u0e19\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e43\u0e19\u0e22\u0e38\u0e04\u0e1b\u0e31\u0e08\u0e08\u0e38\u0e1a\u0e31\u0e19 \u0e0b\u0e36\u0e48\u0e07\u0e2b\u0e31\u0e27\u0e43\u0e08\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e02\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e41\u0e1b\u0e25\u0e07\u0e19\u0e35\u0e49\u0e04\u0e37\u0e2d <\/span><b><span data-contrast=\"auto\">Microsoft Fabric Warehouse and Lakehouse<\/span><\/b><span data-contrast=\"auto\"> \u0e17\u0e35\u0e48\u0e19\u0e33\u0e40\u0e2a\u0e19\u0e2d\u0e41\u0e19\u0e27\u0e17\u0e32\u0e07\u0e01\u0e32\u0e23\u0e08\u0e31\u0e14\u0e40\u0e01\u0e47\u0e1a\u0e41\u0e25\u0e30\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a\u0e23\u0e27\u0e21\u0e28\u0e39\u0e19\u0e22\u0e4c \u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e2a\u0e16\u0e32\u0e1b\u0e31\u0e15\u0e22\u0e01\u0e23\u0e23\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e07\u0e48\u0e32\u0e22\u0e02\u0e36\u0e49\u0e19 \u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e44\u0e14\u0e49\u0e23\u0e27\u0e14\u0e40\u0e23\u0e47\u0e27 \u0e41\u0e25\u0e30\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u0e44\u0e14\u0e49\u0e41\u0e21\u0e48\u0e19\u0e22\u0e33\u0e22\u0e34\u0e48\u0e07\u0e02\u0e36\u0e49\u0e19<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u0e43\u0e19\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e19\u0e35\u0e49 \u0e40\u0e23\u0e32\u0e08\u0e30\u0e1e\u0e32\u0e04\u0e38\u0e13\u0e44\u0e1b\u0e2a\u0e33\u0e23\u0e27\u0e08\u0e27\u0e48\u0e32 Microsoft Fabric \u0e1c\u0e2a\u0e32\u0e19\u0e23\u0e27\u0e21\u0e2a\u0e2d\u0e07\u0e41\u0e19\u0e27\u0e17\u0e32\u0e07\u0e19\u0e35\u0e49\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23 \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e40\u0e08\u0e32\u0e30\u0e25\u0e36\u0e01\u0e1f\u0e35\u0e40\u0e08\u0e2d\u0e23\u0e4c\u0e17\u0e32\u0e07\u0e40\u0e17\u0e04\u0e19\u0e34\u0e04 \u0e41\u0e25\u0e30\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e08\u0e23\u0e34\u0e07\u0e43\u0e19\u0e2b\u0e25\u0e32\u0e01\u0e2b\u0e25\u0e32\u0e22\u0e2d\u0e38\u0e15\u0e2a\u0e32\u0e2b\u0e01\u0e23\u0e23\u0e21<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><h3><span style=\"color: #f7b322\"><b>\u0e17\u0e33\u0e04\u0e27\u0e32\u0e21\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08 Microsoft Fabric Ecosystem<\/b>\u00a0<\/span><\/h3><p><span data-contrast=\"auto\">\u0e01\u0e48\u0e2d\u0e19\u0e17\u0e35\u0e48\u0e08\u0e30\u0e40\u0e02\u0e49\u0e32\u0e2a\u0e39\u0e48\u0e23\u0e32\u0e22\u0e25\u0e30\u0e40\u0e2d\u0e35\u0e22\u0e14\u0e02\u0e2d\u0e07 Warehouse \u0e41\u0e25\u0e30 Lakehouse \u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e01\u0e48\u0e2d\u0e19\u0e27\u0e48\u0e32 Microsoft Fabric \u0e04\u0e37\u0e2d\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e2d\u0e30\u0e44\u0e23<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u0e2d\u0e07\u0e04\u0e4c\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e02\u0e2d\u0e07 Microsoft Fabric:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><ul><li><b><span data-contrast=\"auto\">Data Factory<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e23\u0e27\u0e21\u0e41\u0e25\u0e30\u0e08\u0e31\u0e14\u0e01\u0e32\u0e23\u0e01\u0e23\u0e30\u0e1a\u0e27\u0e19\u0e01\u0e32\u0e23\u0e19\u0e33\u0e40\u0e02\u0e49\u0e32\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 (Data Orchestration)<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Synapse Data Engineering<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e21\u0e27\u0e25\u0e1c\u0e25\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e14\u0e49\u0e27\u0e22 Spark<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Synapse Data Warehouse<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e04\u0e25\u0e31\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a SQL<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Real-Time Analytics<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e14\u0e36\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e25\u0e30\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a\u0e40\u0e23\u0e35\u0e22\u0e25\u0e44\u0e17\u0e21\u0e4c<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Power BI<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e14\u0e0a\u0e1a\u0e2d\u0e23\u0e4c\u0e14\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e40\u0e0a\u0e34\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08 (BI)<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Data Activator<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e2a\u0e23\u0e49\u0e32\u0e07 Trigger \u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e01\u0e23\u0e30\u0e17\u0e33\u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34\u0e15\u0e32\u0e21\u0e40\u0e07\u0e37\u0e48\u0e2d\u0e19\u0e44\u0e02\u0e02\u0e2d\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Microsoft Purview<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e01\u0e33\u0e01\u0e31\u0e1a\u0e14\u0e39\u0e41\u0e25\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 (Data Governance) \u0e04\u0e27\u0e32\u0e21\u0e1b\u0e25\u0e2d\u0e14\u0e20\u0e31\u0e22 \u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e1b\u0e0f\u0e34\u0e1a\u0e31\u0e15\u0e34\u0e15\u0e32\u0e21\u0e02\u0e49\u0e2d\u0e01\u0e33\u0e2b\u0e19\u0e14<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">\u0e43\u0e19\u0e28\u0e39\u0e19\u0e22\u0e4c\u0e01\u0e25\u0e32\u0e07\u0e02\u0e2d\u0e07\u0e42\u0e0b\u0e25\u0e39\u0e0a\u0e31\u0e19\u0e19\u0e35\u0e49 <\/span><b><span data-contrast=\"auto\">Microsoft Fabric Warehouse \u0e41\u0e25\u0e30 Lakehouse<\/span><\/b><span data-contrast=\"auto\"> \u0e17\u0e33\u0e07\u0e32\u0e19\u0e23\u0e48\u0e27\u0e21\u0e01\u0e31\u0e1a\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23\u0e40\u0e2b\u0e25\u0e48\u0e32\u0e19\u0e35\u0e49 \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e08\u0e31\u0e14\u0e01\u0e32\u0e23 workload \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e44\u0e14\u0e49\u0e41\u0e1a\u0e1a\u0e04\u0e23\u0e1a\u0e27\u0e07\u0e08\u0e23<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><h4><span style=\"color: #f7b322\"><b>\u0e40\u0e08\u0e32\u0e30\u0e25\u0e36\u0e01 Microsoft Fabric Warehouse<\/b>\u00a0<\/span><\/h4><p><b><span data-contrast=\"auto\">Warehouse<\/span><\/b><span data-contrast=\"auto\"> \u0e02\u0e2d\u0e07 Microsoft Fabric \u0e16\u0e39\u0e01\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e21\u0e32\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a\u0e21\u0e35\u0e42\u0e04\u0e23\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07 (Structured Data) \u0e41\u0e25\u0e30\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e2a\u0e21\u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e14\u0e49\u0e32\u0e19 <\/span><b><span data-contrast=\"auto\">Business Intelligence (BI)<\/span><\/b><span data-contrast=\"auto\"> \u0e01\u0e32\u0e23\u0e17\u0e33\u0e23\u0e32\u0e22\u0e07\u0e32\u0e19 \u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e40\u0e0a\u0e34\u0e07\u0e18\u0e38\u0e23\u0e01\u0e23\u0e23\u0e21 (Transactional Analytics)<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u0e1f\u0e35\u0e40\u0e08\u0e2d\u0e23\u0e4c\u0e40\u0e14\u0e48\u0e19:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><ul><li><b><span data-contrast=\"auto\">Elastic Scalability<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e1b\u0e23\u0e31\u0e1a\u0e02\u0e22\u0e32\u0e22\u0e17\u0e23\u0e31\u0e1e\u0e22\u0e32\u0e01\u0e23\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e21\u0e27\u0e25\u0e1c\u0e25\u0e43\u0e2b\u0e49\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e2a\u0e21\u0e01\u0e31\u0e1a\u0e1b\u0e23\u0e34\u0e21\u0e32\u0e13\u0e07\u0e32\u0e19\u0e41\u0e1a\u0e1a\u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Synapse SQL Engine<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e40\u0e2d\u0e47\u0e19\u0e08\u0e34\u0e49\u0e19\u0e17\u0e35\u0e48\u0e17\u0e23\u0e07\u0e1e\u0e25\u0e31\u0e07 \u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e17\u0e33\u0e07\u0e32\u0e19\u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23 join \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 \u0e01\u0e32\u0e23\u0e2a\u0e23\u0e38\u0e1b\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 \u0e41\u0e25\u0e30\u0e01\u0e32\u0e23 query \u0e17\u0e35\u0e48\u0e0b\u0e31\u0e1a\u0e0b\u0e49\u0e2d\u0e19<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Security Controls<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e23\u0e48\u0e27\u0e21\u0e01\u0e31\u0e1a Microsoft Entra ID (Azure AD), DLP \u0e41\u0e25\u0e30 sensitivity labels \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e04\u0e27\u0e32\u0e21\u0e1b\u0e25\u0e2d\u0e14\u0e20\u0e31\u0e22<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Power BI Direct Integration<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e23\u0e32\u0e22\u0e07\u0e32\u0e19\u0e41\u0e25\u0e30\u0e41\u0e14\u0e0a\u0e1a\u0e2d\u0e23\u0e4c\u0e14\u0e44\u0e14\u0e49\u0e42\u0e14\u0e22\u0e15\u0e23\u0e07\u0e08\u0e32\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e43\u0e19 Warehouse \u0e42\u0e14\u0e22\u0e44\u0e21\u0e48\u0e15\u0e49\u0e2d\u0e07\u0e22\u0e49\u0e32\u0e22\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">Real-world usage examples:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><b><span data-contrast=\"auto\">\u0e40\u0e04\u0e23\u0e37\u0e2d\u0e02\u0e48\u0e32\u0e22\u0e23\u0e49\u0e32\u0e19\u0e04\u0e49\u0e32\u0e1b\u0e25\u0e35\u0e01<\/span><\/b><span data-contrast=\"auto\"> \u0e43\u0e0a\u0e49 Microsoft Fabric Warehouse \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e23\u0e27\u0e1a\u0e23\u0e27\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e01\u0e32\u0e23\u0e02\u0e32\u0e22 (POS) \u0e08\u0e32\u0e01\u0e23\u0e49\u0e32\u0e19\u0e04\u0e49\u0e32\u0e01\u0e27\u0e48\u0e32 500 \u0e2a\u0e32\u0e02\u0e32 \u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e15\u0e34\u0e14\u0e15\u0e32\u0e21\u0e2a\u0e34\u0e19\u0e04\u0e49\u0e32\u0e04\u0e07\u0e04\u0e25\u0e31\u0e07\u0e41\u0e1a\u0e1a\u0e40\u0e23\u0e35\u0e22\u0e25\u0e44\u0e17\u0e21\u0e4c\u0e41\u0e25\u0e30\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e23\u0e32\u0e22\u0e07\u0e32\u0e19\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e01\u0e32\u0e23\u0e02\u0e32\u0e22\u0e1c\u0e48\u0e32\u0e19 Power BI \u0e44\u0e14\u0e49\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e21\u0e35\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><h4><span style=\"color: #f7b322\"><b>\u0e40\u0e08\u0e32\u0e30\u0e25\u0e36\u0e01 Microsoft Fabric Lakehouse<\/b>\u00a0<\/span><\/h4><p><b><span data-contrast=\"auto\">Lakehouse<\/span><\/b><span data-contrast=\"auto\"> \u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a\u0e01\u0e36\u0e48\u0e07\u0e42\u0e04\u0e23\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e25\u0e30\u0e44\u0e21\u0e48\u0e21\u0e35\u0e42\u0e04\u0e23\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07 \u0e40\u0e0a\u0e48\u0e19 Log, \u0e20\u0e32\u0e1e\u0e16\u0e48\u0e32\u0e22, \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 IoT \u0e41\u0e25\u0e30\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e21\u0e32\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c Big Data, \u0e01\u0e32\u0e23\u0e1d\u0e36\u0e01 AI\/ML models \u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e0a\u0e34\u0e07\u0e2a\u0e33\u0e23\u0e27\u0e08 (Exploratory Data Analysis)<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u0e1f\u0e35\u0e40\u0e08\u0e2d\u0e23\u0e4c\u0e40\u0e14\u0e48\u0e19:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><ul><li><b><span data-contrast=\"auto\">Delta Lake<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a ACID-compliant \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e04\u0e27\u0e32\u0e21\u0e19\u0e48\u0e32\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e16\u0e37\u0e2d\u0e43\u0e19\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e21\u0e27\u0e25\u0e1c\u0e25\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e02\u0e19\u0e32\u0e14\u0e43\u0e2b\u0e0d\u0e48<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Apache Spark Runtime<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e21\u0e27\u0e25\u0e1c\u0e25\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e02\u0e19\u0e32\u0e14\u0e43\u0e2b\u0e0d\u0e48, ETL \u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e1d\u0e36\u0e01 AI\/ML models<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Notebook Support<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e2a\u0e21\u0e38\u0e14\u0e1a\u0e31\u0e19\u0e17\u0e36\u0e01 Jupyter-like \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e2a\u0e33\u0e23\u0e27\u0e08\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e14\u0e49\u0e27\u0e22 Python, R \u0e41\u0e25\u0e30 Scala<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Open File Formats<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e44\u0e1f\u0e25\u0e4c\u0e41\u0e1a\u0e1a Parquet, Delta, Avro \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e04\u0e27\u0e32\u0e21\u0e22\u0e37\u0e14\u0e2b\u0e22\u0e38\u0e48\u0e19\u0e41\u0e25\u0e30\u0e1b\u0e23\u0e30\u0e2b\u0e22\u0e31\u0e14\u0e04\u0e48\u0e32\u0e43\u0e0a\u0e49\u0e08\u0e48\u0e32\u0e22<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Data Sharing<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e41\u0e0a\u0e23\u0e4c\u0e0a\u0e38\u0e14\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e01\u0e31\u0e1a\u0e17\u0e35\u0e21\u0e2d\u0e37\u0e48\u0e19 \u0e46 \u0e2b\u0e23\u0e37\u0e2d\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e2d\u0e37\u0e48\u0e19\u0e20\u0e32\u0e22\u0e43\u0e15\u0e49\u0e01\u0e32\u0e23\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e14\u0e49\u0e32\u0e19\u0e04\u0e27\u0e32\u0e21\u0e1b\u0e25\u0e2d\u0e14\u0e20\u0e31\u0e22\u0e41\u0e25\u0e30\u0e01\u0e0e\u0e23\u0e30\u0e40\u0e1a\u0e35\u0e22\u0e1a<\/span><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">Real-world usage examples:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><b><span data-contrast=\"auto\">\u0e42\u0e23\u0e07\u0e07\u0e32\u0e19\u0e1c\u0e25\u0e34\u0e15<\/span><\/b><span data-contrast=\"auto\"> \u0e40\u0e01\u0e47\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e0b\u0e47\u0e19\u0e40\u0e0b\u0e2d\u0e23\u0e4c IoT \u0e08\u0e32\u0e01\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e08\u0e31\u0e01\u0e23\u0e43\u0e19\u0e42\u0e23\u0e07\u0e07\u0e32\u0e19\u0e44\u0e27\u0e49\u0e43\u0e19 Lakehouse \u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e19\u0e33\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e44\u0e1b\u0e1d\u0e36\u0e01\u0e42\u0e21\u0e40\u0e14\u0e25 AI \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e04\u0e32\u0e14\u0e01\u0e32\u0e23\u0e13\u0e4c\u0e01\u0e32\u0e23\u0e1a\u0e33\u0e23\u0e38\u0e07\u0e23\u0e31\u0e01\u0e29\u0e32\u0e40\u0e0a\u0e34\u0e07\u0e1b\u0e49\u0e2d\u0e07\u0e01\u0e31\u0e19 (Predictive Maintenance) \u0e1c\u0e48\u0e32\u0e19 Azure Machine Learning \u0e17\u0e35\u0e48\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e15\u0e48\u0e2d\u0e01\u0e31\u0e1a Microsoft Fabric<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u0e01\u0e32\u0e23\u0e40\u0e1b\u0e23\u0e35\u0e22\u0e1a\u0e40\u0e17\u0e35\u0e22\u0e1a\u0e04\u0e27\u0e32\u0e21\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e02\u0e2d\u0e07\u0e04\u0e25\u0e31\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e41\u0e15\u0e01\u0e15\u0e48\u0e32\u0e07\u0e01\u0e31\u0e19<\/span>\u00a0<br \/><span data-contrast=\"auto\"> \u0e15\u0e32\u0e23\u0e32\u0e07\u0e19\u0e35\u0e49\u0e40\u0e1b\u0e23\u0e35\u0e22\u0e1a\u0e40\u0e17\u0e35\u0e22\u0e1a\u0e23\u0e30\u0e2b\u0e27\u0e48\u0e32\u0e07 <\/span><b><span data-contrast=\"auto\">Warehouse<\/span><\/b><span data-contrast=\"auto\"> \u0e01\u0e31\u0e1a <\/span><b><span data-contrast=\"auto\">SQL analytics endpoint \u0e02\u0e2d\u0e07 Lakehouse<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><h2><span style=\"color: #f7b322\"><strong>Microsoft Fabric Warehouse and Lakehouse Differences<\/strong><\/span><\/h2><table data-tablestyle=\"MsoNormalTable\" data-tablelook=\"1696\"><tbody><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Microsoft Fabric offering<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Warehouse<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">SQL analytics endpoint \u0e02\u0e2d\u0e07 Lakehouse<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Primary capabilities<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a ACID, \u0e04\u0e25\u0e31\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a\u0e40\u0e15\u0e47\u0e21\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e01\u0e32\u0e23\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e18\u0e38\u0e23\u0e01\u0e23\u0e23\u0e21\u0e43\u0e19 T-SQL<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">\u0e43\u0e0a\u0e49\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e2d\u0e48\u0e32\u0e19\u0e40\u0e17\u0e48\u0e32\u0e19\u0e31\u0e49\u0e19 \u0e40\u0e1b\u0e47\u0e19 SQL analytics endpoint \u0e17\u0e35\u0e48\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e42\u0e14\u0e22\u0e23\u0e30\u0e1a\u0e1a\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a Lakehouse \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e01\u0e32\u0e23\u0e2a\u0e37\u0e1a\u0e04\u0e49\u0e19\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e43\u0e2b\u0e49\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 T-SQL \u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e15\u0e32\u0e23\u0e32\u0e07 Delta \u0e43\u0e19 Lakehouse \u0e41\u0e25\u0e30\u0e42\u0e1f\u0e25\u0e40\u0e14\u0e2d\u0e23\u0e4c Delta Lake \u0e17\u0e35\u0e48\u0e2d\u0e49\u0e32\u0e07\u0e2d\u0e34\u0e07\u0e1c\u0e48\u0e32\u0e19 shortcuts<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Developer profile<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">\u0e19\u0e31\u0e01\u0e1e\u0e31\u0e12\u0e19\u0e32 SQL \u0e2b\u0e23\u0e37\u0e2d citizen developers<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">\u0e27\u0e34\u0e28\u0e27\u0e01\u0e23\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 \u0e2b\u0e23\u0e37\u0e2d \u0e19\u0e31\u0e01\u0e1e\u0e31\u0e12\u0e19\u0e32 SQL<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Data loading<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">SQL, pipelines, dataflows<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">Spark, pipelines, dataflows, shortcuts<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Delta table support<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">\u0e2d\u0e48\u0e32\u0e19\u0e41\u0e25\u0e30\u0e40\u0e02\u0e35\u0e22\u0e19 Delta tables<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">\u0e2d\u0e48\u0e32\u0e19 Delta tables<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Storage layer<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">Open Data Format &#8211; Delta<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">Open Data Format &#8211; Delta<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Recommended use case<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">&#8211; Data Warehousing \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23 <\/span>\u00a0<br \/><span data-contrast=\"auto\">&#8211; Data Warehousing \u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e41\u0e1c\u0e19\u0e01 \u0e2b\u0e19\u0e48\u0e27\u0e22\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08 \u0e2b\u0e23\u0e37\u0e2d\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e41\u0e1a\u0e1a self-service <\/span>\u00a0<br \/><span data-contrast=\"auto\">&#8211; \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e21\u0e35\u0e42\u0e04\u0e23\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e14\u0e49\u0e27\u0e22 T-SQL \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e15\u0e32\u0e23\u0e32\u0e07, views, procedures, functions \u0e41\u0e25\u0e30\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a SQL \u0e02\u0e31\u0e49\u0e19\u0e2a\u0e39\u0e07\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a BI<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">&#8211; \u0e01\u0e32\u0e23\u0e2a\u0e33\u0e23\u0e27\u0e08\u0e41\u0e25\u0e30\u0e2a\u0e37\u0e1a\u0e04\u0e49\u0e19 delta tables \u0e08\u0e32\u0e01 lakehouse <\/span>\u00a0<br \/><span data-contrast=\"auto\">&#8211; \u0e40\u0e1b\u0e47\u0e19 Staging Data \u0e41\u0e25\u0e30 Archival Zone \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c <\/span>\u00a0<br \/><span data-contrast=\"auto\">&#8211; \u0e43\u0e0a\u0e49\u0e43\u0e19\u0e2a\u0e16\u0e32\u0e1b\u0e31\u0e15\u0e22\u0e01\u0e23\u0e23\u0e21 Medallion lakehouse \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e43\u0e19 bronze, silver \u0e41\u0e25\u0e30 gold zone <\/span>\u00a0<br \/><span data-contrast=\"auto\">&#8211; \u0e08\u0e31\u0e1a\u0e04\u0e39\u0e48\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e01\u0e31\u0e1a Warehouse \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a use case \u0e14\u0e49\u0e32\u0e19 enterprise analytics<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Development experience<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">Warehouse Editor \u0e17\u0e35\u0e48\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e17\u0e33\u0e07\u0e32\u0e19 T-SQL \u0e41\u0e1a\u0e1a\u0e40\u0e15\u0e47\u0e21\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23 ingest \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25, \u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1a\u0e1a\u0e08\u0e33\u0e25\u0e2d\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25, \u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32 \u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e2a\u0e37\u0e1a\u0e04\u0e49\u0e19 <\/span>\u00a0<br \/><span data-contrast=\"auto\">\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e2d\u0e48\u0e32\u0e19 \/ \u0e40\u0e02\u0e35\u0e22\u0e19\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d\u0e08\u0e32\u0e01 Microsoft \u0e41\u0e25\u0e30 third-party<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">Lakehouse SQL analytics endpoint \u0e17\u0e35\u0e48\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a T-SQL \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a views, table valued functions \u0e41\u0e25\u0e30 SQL Queries \u0e43\u0e19\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e08\u0e33\u0e01\u0e31\u0e14 <\/span>\u00a0<br \/><span data-contrast=\"auto\">\u0e21\u0e35 UI \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1a\u0e1a\u0e08\u0e33\u0e25\u0e2d\u0e07\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e2a\u0e37\u0e1a\u0e04\u0e49\u0e19\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 <\/span>\u00a0<br \/><span data-contrast=\"auto\">\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a T-SQL \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d\u0e08\u0e32\u0e01 Microsoft \u0e41\u0e25\u0e30 third-party \u0e43\u0e19\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e08\u0e33\u0e01\u0e31\u0e14<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">T-SQL capabilities<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a DQL, DML, \u0e41\u0e25\u0e30 DDL \u0e02\u0e2d\u0e07 T-SQL \u0e41\u0e1a\u0e1a\u0e40\u0e15\u0e47\u0e21\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e01\u0e32\u0e23\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e18\u0e38\u0e23\u0e01\u0e23\u0e23\u0e21<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a DQL \u0e41\u0e1a\u0e1a\u0e40\u0e15\u0e47\u0e21\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a, \u0e44\u0e21\u0e48\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a DML \u0e41\u0e25\u0e30\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a DDL \u0e02\u0e2d\u0e07 T-SQL \u0e43\u0e19\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e08\u0e33\u0e01\u0e31\u0e14 \u0e40\u0e0a\u0e48\u0e19 SQL Views \u0e41\u0e25\u0e30 TVFs<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><\/tbody><\/table><p><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><h3><span style=\"color: #f7b322\"><b>\u0e2a\u0e16\u0e32\u0e1b\u0e31\u0e15\u0e22\u0e01\u0e23\u0e23\u0e21\u0e41\u0e1a\u0e1a Unified: \u0e01\u0e32\u0e23\u0e17\u0e33\u0e07\u0e32\u0e19\u0e23\u0e48\u0e27\u0e21\u0e01\u0e31\u0e19\u0e02\u0e2d\u0e07 Fabric Warehouse and Lakehouse<\/b>\u00a0<\/span><\/h3><p><span data-contrast=\"auto\">Microsoft Fabric \u0e17\u0e33\u0e25\u0e32\u0e22\u0e02\u0e49\u0e2d\u0e08\u0e33\u0e01\u0e31\u0e14\u0e41\u0e1a\u0e1a\u0e40\u0e14\u0e34\u0e21\u0e23\u0e30\u0e2b\u0e27\u0e48\u0e32\u0e07 Data Warehouse \u0e41\u0e25\u0e30 Data Lake \u0e42\u0e14\u0e22\u0e2a\u0e23\u0e49\u0e32\u0e07 <\/span><b><span data-contrast=\"auto\">\u0e41\u0e2b\u0e25\u0e48\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e14\u0e35\u0e22\u0e27 (Single Source of Truth)<\/span><\/b><span data-contrast=\"auto\"> \u0e17\u0e35\u0e48\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e44\u0e14\u0e49\u0e17\u0e31\u0e49\u0e07\u0e19\u0e31\u0e01\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e25\u0e30\u0e19\u0e31\u0e01\u0e27\u0e34\u0e17\u0e22\u0e32\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 (Data Scientists)<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><h4><b><span data-contrast=\"none\">Integrated Architecture Diagram<\/span><\/b><\/h4><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-31276 size-full\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2025\/03\/Integrated-Architecture-Diagram.jpg\" alt=\"Integrated Architecture Diagram\" width=\"800\" height=\"450\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2025\/03\/Integrated-Architecture-Diagram.jpg 800w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2025\/03\/Integrated-Architecture-Diagram-300x169.jpg 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2025\/03\/Integrated-Architecture-Diagram-768x432.jpg 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2025\/03\/Integrated-Architecture-Diagram-600x338.jpg 600w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><br \/><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u0e01\u0e23\u0e13\u0e35\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e15\u0e32\u0e21\u0e2d\u0e38\u0e15\u0e2a\u0e32\u0e2b\u0e01\u0e23\u0e23\u0e21<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><table data-tablestyle=\"MsoNormalTable\" data-tablelook=\"1696\"><tbody><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">\u0e2d\u0e38\u0e15\u0e2a\u0e32\u0e2b\u0e01\u0e23\u0e23\u0e21<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Use cases<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Healthcare<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e1c\u0e39\u0e49\u0e1b\u0e48\u0e27\u0e22\u0e41\u0e25\u0e30\u0e04\u0e32\u0e14\u0e01\u0e32\u0e23\u0e13\u0e4c\u0e1c\u0e25\u0e25\u0e31\u0e1e\u0e18\u0e4c\u0e02\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e23\u0e31\u0e01\u0e29\u0e32\u0e14\u0e49\u0e27\u0e22 Lakehouse<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Finance<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">\u0e15\u0e23\u0e27\u0e08\u0e08\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e09\u0e49\u0e2d\u0e42\u0e01\u0e07\u0e41\u0e1a\u0e1a\u0e40\u0e23\u0e35\u0e22\u0e25\u0e44\u0e17\u0e21\u0e4c\u0e14\u0e49\u0e27\u0e22\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2a\u0e15\u0e23\u0e35\u0e21\u0e43\u0e19 Warehouse + Lakehouse<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Manufacturing<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 IoT \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e01\u0e32\u0e23\u0e1a\u0e33\u0e23\u0e38\u0e07\u0e23\u0e31\u0e01\u0e29\u0e32\u0e40\u0e0a\u0e34\u0e07\u0e04\u0e32\u0e14\u0e01\u0e32\u0e23\u0e13\u0e4c\u0e43\u0e19 Lakehouse<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Retail<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e1e\u0e24\u0e15\u0e34\u0e01\u0e23\u0e23\u0e21\u0e25\u0e39\u0e01\u0e04\u0e49\u0e32\u0e02\u0e49\u0e32\u0e21\u0e0a\u0e48\u0e2d\u0e07\u0e17\u0e32\u0e07\u0e14\u0e49\u0e27\u0e22\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a\u0e23\u0e27\u0e21\u0e28\u0e39\u0e19\u0e22\u0e4c<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><tr><td data-celllook=\"0\"><p><b><span data-contrast=\"auto\">Logistics<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"0\"><p><span data-contrast=\"auto\">\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e40\u0e2a\u0e49\u0e19\u0e17\u0e32\u0e07\u0e02\u0e19\u0e2a\u0e48\u0e07\u0e14\u0e49\u0e27\u0e22\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e23\u0e35\u0e22\u0e25\u0e44\u0e17\u0e21\u0e4c\u0e41\u0e25\u0e30\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e43\u0e19\u0e2d\u0e14\u0e35\u0e15<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/td><\/tr><\/tbody><\/table><p><span data-contrast=\"auto\">\u0e1b\u0e23\u0e30\u0e42\u0e22\u0e0a\u0e19\u0e4c\u0e02\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e1c\u0e2a\u0e32\u0e19\u0e23\u0e27\u0e21 Microsoft Fabric Warehouse \u0e41\u0e25\u0e30 Lakehouse<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><ul><li><b><span data-contrast=\"auto\">Single Pane of Glass<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e08\u0e31\u0e14\u0e01\u0e32\u0e23\u0e2a\u0e34\u0e19\u0e17\u0e23\u0e31\u0e1e\u0e22\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e31\u0e49\u0e07\u0e2b\u0e21\u0e14\u0e43\u0e19\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e40\u0e14\u0e35\u0e22\u0e27\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e01\u0e32\u0e23\u0e01\u0e33\u0e01\u0e31\u0e1a\u0e14\u0e39\u0e41\u0e25\u0e41\u0e1a\u0e1a\u0e04\u0e23\u0e1a\u0e27\u0e07\u0e08\u0e23<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Cost Efficiency<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e42\u0e21\u0e40\u0e14\u0e25\u0e01\u0e32\u0e23\u0e04\u0e34\u0e14\u0e04\u0e48\u0e32\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23\u0e15\u0e32\u0e21\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e08\u0e23\u0e34\u0e07 \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e23\u0e30\u0e1a\u0e1a\u0e08\u0e31\u0e14\u0e01\u0e32\u0e23 workload \u0e2d\u0e22\u0e48\u0e32\u0e07\u0e0a\u0e32\u0e0d\u0e09\u0e25\u0e32\u0e14<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Faster Time-to-Insight<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e25\u0e14\u0e04\u0e27\u0e32\u0e21\u0e0b\u0e31\u0e1a\u0e0b\u0e49\u0e2d\u0e19\u0e02\u0e2d\u0e07 ETL pipeline \u0e41\u0e25\u0e30\u0e40\u0e23\u0e48\u0e07\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Developer Flexibility<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e40\u0e02\u0e35\u0e22\u0e19\u0e42\u0e04\u0e49\u0e14\u0e14\u0e49\u0e27\u0e22 SQL, Python, R \u0e41\u0e25\u0e30 Spark APIs<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">AI-Ready<\/span><\/b><span data-contrast=\"auto\"> \u2013 \u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e15\u0e48\u0e2d\u0e01\u0e31\u0e1a Azure AI \u0e44\u0e14\u0e49\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e07\u0e48\u0e32\u0e22\u0e14\u0e32\u0e22\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e1d\u0e36\u0e01\u0e41\u0e25\u0e30\u0e1b\u0e23\u0e30\u0e21\u0e27\u0e25\u0e1c\u0e25\u0e42\u0e21\u0e40\u0e14\u0e25 AI<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">Copilot Integration: \u0e1c\u0e39\u0e49\u0e0a\u0e48\u0e27\u0e22 AI \u0e17\u0e35\u0e48\u0e0a\u0e32\u0e0d\u0e09\u0e25\u0e32\u0e14<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u0e17\u0e31\u0e49\u0e07 Warehouse \u0e41\u0e25\u0e30 Lakehouse \u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e1f\u0e35\u0e40\u0e08\u0e2d\u0e23\u0e4c Copilot \u0e17\u0e35\u0e48\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><ul><li><span data-contrast=\"auto\">\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e04\u0e33\u0e2a\u0e31\u0e48\u0e07 SQL \u0e08\u0e32\u0e01\u0e02\u0e49\u0e2d\u0e04\u0e27\u0e32\u0e21\u0e18\u0e23\u0e23\u0e21\u0e0a\u0e32\u0e15\u0e34<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><span data-contrast=\"auto\">\u0e2a\u0e23\u0e38\u0e1b\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e25\u0e30\u0e19\u0e33\u0e40\u0e2a\u0e19\u0e2d\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e0a\u0e34\u0e07\u0e25\u0e36\u0e01<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><span data-contrast=\"auto\">\u0e17\u0e33\u0e07\u0e32\u0e19\u0e40\u0e15\u0e23\u0e35\u0e22\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e0b\u0e49\u0e33\u0e0b\u0e49\u0e2d\u0e19\u0e42\u0e14\u0e22\u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><li><span data-contrast=\"auto\">\u0e23\u0e31\u0e1a\u0e04\u0e33\u0e41\u0e19\u0e30\u0e19\u0e33 AI \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e20\u0e32\u0e1e\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e43\u0e19 Power BI<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><\/ul><h3><strong><span style=\"color: #f7b322\">\u0e1a\u0e17\u0e2a\u0e23\u0e38\u0e1b: \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e22\u0e38\u0e04\u0e43\u0e2b\u0e21\u0e48\u0e14\u0e49\u0e27\u0e22 Microsoft Fabric Warehouse and Lakehouse\u00a0<\/span><\/strong><\/h3><p><span data-contrast=\"auto\">\u0e14\u0e49\u0e27\u0e22 <\/span><b><span data-contrast=\"auto\">Microsoft Fabric Warehouse \u0e41\u0e25\u0e30 Lakehouse<\/span><\/b><span data-contrast=\"auto\"> \u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e44\u0e21\u0e48\u0e08\u0e33\u0e40\u0e1b\u0e47\u0e19\u0e15\u0e49\u0e2d\u0e07\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e23\u0e30\u0e2b\u0e27\u0e48\u0e32\u0e07\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e41\u0e25\u0e30\u0e04\u0e27\u0e32\u0e21\u0e22\u0e37\u0e14\u0e2b\u0e22\u0e38\u0e48\u0e19\u0e2d\u0e35\u0e01\u0e15\u0e48\u0e2d\u0e44\u0e1b \u0e14\u0e49\u0e27\u0e22\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e17\u0e35\u0e48\u0e23\u0e27\u0e21\u0e28\u0e39\u0e19\u0e22\u0e4c \u0e02\u0e22\u0e32\u0e22\u0e02\u0e19\u0e32\u0e14\u0e44\u0e14\u0e49 \u0e41\u0e25\u0e30\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a AI \u0e19\u0e35\u0e49 Microsoft Fabric \u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e44\u0e14\u0e49\u0e23\u0e31\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e0a\u0e34\u0e07\u0e25\u0e36\u0e01\u0e17\u0e35\u0e48\u0e25\u0e36\u0e01\u0e02\u0e36\u0e49\u0e19 \u0e1b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e38\u0e07\u0e01\u0e32\u0e23\u0e14\u0e33\u0e40\u0e19\u0e34\u0e19\u0e07\u0e32\u0e19 \u0e41\u0e25\u0e30\u0e40\u0e23\u0e48\u0e07\u0e19\u0e27\u0e31\u0e15\u0e01\u0e23\u0e23\u0e21<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u0e44\u0e21\u0e48\u0e27\u0e48\u0e32\u0e04\u0e27\u0e32\u0e21\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e02\u0e2d\u0e07\u0e04\u0e38\u0e13\u0e08\u0e30\u0e40\u0e1b\u0e47\u0e19\u0e01\u0e32\u0e23\u0e17\u0e33 BI reporting, \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a\u0e40\u0e23\u0e35\u0e22\u0e25\u0e44\u0e17\u0e21\u0e4c \u0e2b\u0e23\u0e37\u0e2d\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49 AI \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e40\u0e0a\u0e34\u0e07\u0e25\u0e36\u0e01 <\/span><b><span data-contrast=\"auto\">Microsoft Fabric Warehouse \u0e41\u0e25\u0e30 Lakehouse<\/span><\/b><span data-contrast=\"auto\"> \u0e04\u0e37\u0e2d\u0e23\u0e32\u0e01\u0e10\u0e32\u0e19\u0e17\u0e35\u0e48\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e22\u0e38\u0e04\u0e43\u0e2b\u0e21\u0e48\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e41\u0e17\u0e49\u0e08\u0e23\u0e34\u0e07<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e04\u0e33\u0e41\u0e19\u0e30\u0e19\u0e33\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e40\u0e15\u0e34\u0e21\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e23\u0e30\u0e2b\u0e27\u0e48\u0e32\u0e07 Lakehouse \u0e41\u0e25\u0e30 Warehouse \u0e42\u0e1b\u0e23\u0e14\u0e40\u0e22\u0e35\u0e48\u0e22\u0e21\u0e0a\u0e21\u0e04\u0e39\u0e48\u0e21\u0e37\u0e2d\u0e01\u0e32\u0e23\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e40\u0e1b\u0e47\u0e19\u0e17\u0e32\u0e07\u0e01\u0e32\u0e23\u0e02\u0e2d\u0e07 <\/span><a href=\"https:\/\/learn.microsoft.com\/en-us\/fabric\/fundamentals\/decision-guide-lakehouse-warehouse\"><b><span data-contrast=\"none\">Microsoft<\/span><\/b><\/a> <span data-contrast=\"auto\">\u0e44\u0e14\u0e49\u0e17\u0e35\u0e48\u0e19\u0e35\u0e48<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\"><a href=\"https:\/\/www.fusionsol.com\/en\/message-us\/\"><span style=\"font-weight: bold\">Interested in Microsoft products and services? Send us a message here.<\/span><\/a><\/span><\/p><p><span style=\"font-size: 24px;color: #f7b322\"><strong>Explore our digital tools<\/strong><\/span><\/p><p data-source-line=\"31\" class=\"translation-block\">If you are interested in implementing a knowledge management system in your organization, contact <strong><a href=\"https:\/\/www.seedkm.com\/register\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">SeedKM<\/a>\u00a0<\/strong> for more information on enterprise knowledge management systems, or explore other products such as <strong><a href=\"https:\/\/www.jarvizapp.com\/register\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Jarviz<\/a>\u00a0<\/strong> for online timekeeping, <strong><a href=\"https:\/\/www.optimistic-app.com\/register\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">OPTIMISTIC<\/a>\u00a0<\/strong> for workforce management. HRM-Payroll, <strong><a href=\"https:\/\/www.veracity.biz\/register\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Veracity<\/a>\u00a0<\/strong> for digital document signing, and <strong><a href=\"https:\/\/www.cloudaccount.biz\/register\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">CloudAccount<\/a>\u00a0<\/strong> for online accounting.<\/p><p data-source-line=\"33\" class=\"translation-block\">Read more articles about knowledge management systems and other management tools at <strong><a href=\"https:\/\/www.fusionsol.com\/en\/blog\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Fusionsol Blog<\/a>, <a href=\"https:\/\/ipphone.ai\/learn\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">IP Phone Blog<\/a>, <a href=\"https:\/\/chatframework.ai\/blog\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Chat Framework Blog<\/a>,<\/strong> and <strong><a href=\"https:\/\/openai.com\/news\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">OpenAI Blog<\/a>.<\/strong><\/p><h3><span style=\"color: #f7b322\"><strong>Related Articles<\/strong><\/span><\/h3><ul><li class=\"elementor-post__title\"><strong><a href=\"https:\/\/www.fusionsol.com\/en\/blog\/copilot-%e0%b8%84%e0%b8%b7%e0%b8%ad%e0%b8%ad%e0%b8%b0%e0%b9%84%e0%b8%a3\/\">What is Copilot? 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\u0e17\u0e35\u0e48\u0e19\u0e33\u0e40\u0e2a\u0e19\u0e2d\u0e41\u0e19\u0e27\u0e17\u0e32\u0e07\u0e01\u0e32\u0e23\u0e08\u0e31\u0e14\u0e40\u0e01\u0e47\u0e1a\u0e41\u0e25\u0e30\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e1a\u0e1a\u0e23\u0e27\u0e21\u0e28\u0e39\u0e19\u0e22\u0e4c \u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e2a\u0e16\u0e32\u0e1b\u0e31\u0e15\u0e22\u0e01\u0e23\u0e23\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e07\u0e48\u0e32\u0e22\u0e02\u0e36\u0e49\u0e19 \u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e44\u0e14\u0e49\u0e23\u0e27\u0e14\u0e40\u0e23\u0e47\u0e27 \u0e41\u0e25\u0e30\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u0e44\u0e14\u0e49\u0e41\u0e21\u0e48\u0e19\u0e22\u0e33\u0e22\u0e34\u0e48\u0e07\u0e02\u0e36\u0e49\u0e19\u00a0 \u0e43\u0e19\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e19\u0e35\u0e49 \u0e40\u0e23\u0e32\u0e08\u0e30\u0e1e\u0e32\u0e04\u0e38\u0e13\u0e44\u0e1b\u0e2a\u0e33\u0e23\u0e27\u0e08\u0e27\u0e48\u0e32 Microsoft Fabric \u0e1c\u0e2a\u0e32\u0e19\u0e23\u0e27\u0e21\u0e2a\u0e2d\u0e07\u0e41\u0e19\u0e27\u0e17\u0e32\u0e07\u0e19\u0e35\u0e49\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23 \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e40\u0e08\u0e32\u0e30\u0e25\u0e36\u0e01\u0e1f\u0e35\u0e40\u0e08\u0e2d\u0e23\u0e4c\u0e17\u0e32\u0e07\u0e40\u0e17\u0e04\u0e19\u0e34\u0e04 \u0e41\u0e25\u0e30\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e08\u0e23\u0e34\u0e07\u0e43\u0e19\u0e2b\u0e25\u0e32\u0e01\u0e2b\u0e25\u0e32\u0e22\u0e2d\u0e38\u0e15\u0e2a\u0e32\u0e2b\u0e01\u0e23\u0e23\u0e21\u00a0 \u0e17\u0e33\u0e04\u0e27\u0e32\u0e21\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08 Microsoft Fabric Ecosystem\u00a0 \u0e01\u0e48\u0e2d\u0e19\u0e17\u0e35\u0e48\u0e08\u0e30\u0e40\u0e02\u0e49\u0e32\u0e2a\u0e39\u0e48\u0e23\u0e32\u0e22\u0e25\u0e30\u0e40\u0e2d\u0e35\u0e22\u0e14\u0e02\u0e2d\u0e07 Warehouse \u0e41\u0e25\u0e30 Lakehouse \u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e01\u0e48\u0e2d\u0e19\u0e27\u0e48\u0e32 Microsoft Fabric \u0e04\u0e37\u0e2d\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e2d\u0e30\u0e44\u0e23\u00a0 \u0e2d\u0e07\u0e04\u0e4c\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e02\u0e2d\u0e07 Microsoft Fabric:\u00a0 Data Factory \u2013 \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e23\u0e27\u0e21\u0e41\u0e25\u0e30\u0e08\u0e31\u0e14\u0e01\u0e32\u0e23\u0e01\u0e23\u0e30\u0e1a\u0e27\u0e19\u0e01\u0e32\u0e23\u0e19\u0e33\u0e40\u0e02\u0e49\u0e32\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 (Data Orchestration)\u00a0 Synapse Data Engineering \u2013 \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e21\u0e27\u0e25\u0e1c\u0e25\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e14\u0e49\u0e27\u0e22&hellip;<\/p>","protected":false},"author":40,"featured_media":31275,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2113],"tags":[5216,5241,5193],"class_list":["post-31274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-data-warehouse","tag-datalake","tag-microsoft-fabric"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Microsoft Fabric Warehouse and Lakehouse : Differences<\/title>\n<meta name=\"description\" content=\"Microsoft Fabric Warehouse and Lakehouse 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