{"id":5963,"date":"2025-06-17T18:36:29","date_gmt":"2025-06-17T18:36:29","guid":{"rendered":"https:\/\/bentego.com\/buyuk-veri-cozumleri\/"},"modified":"2025-07-28T09:41:08","modified_gmt":"2025-07-28T09:41:08","slug":"buyuk-veri-cozumleri","status":"publish","type":"page","link":"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/","title":{"rendered":"B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"5963\" class=\"elementor elementor-5963 elementor-683\" data-elementor-settings=\"{&quot;element_pack_global_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\">\n\t\t\t\t\t\t<div class=\"elementor-section elementor-top-section elementor-element elementor-element-2aeb308 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2aeb308\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-aab79d1 elementor-invisible\" data-id=\"aab79d1\" data-element_type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-section elementor-inner-section elementor-element elementor-element-5b9707b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5b9707b\" data-element_type=\"section\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-b352928\" data-id=\"b352928\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9706b6f elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"9706b6f\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:500}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u00c7\u00f6z\u00fcmler<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73875aa elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget-mobile__width-inherit ui-e-a-animate elementor-invisible elementor-widget elementor-widget-highlighted-text\" data-id=\"73875aa\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:600}\" data-widget_type=\"highlighted-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <h1 class=\"ui-e--highlighted-text\">\n            <span class=\"ui-e-headline-text elementor-repeater-item-ae0eef1\">B\u00fcy\u00fck Veri<\/span><span class=\"ui-e-headline-text elementor-repeater-item-fabae50 ui-e-headline-color\">\n\t\t\t\t\t\t\t\t\t<span class=\"whitespace\"><\/span>\n                                    <span>\n                                        <span class=\"ui-e-headline-text ui-e-headline-highlighted\">\u00c7\u00f6z\u00fcmleri<\/span><span class=\"uicore-svg-wrapper\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 500 150\" preserveAspectRatio=\"none\"><\/svg><\/span><\/span> <span class=\"whitespace\"> <\/span><\/span>        <\/h1>\n    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-654f8d0 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget-mobile__width-inherit elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"654f8d0\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:700}\" 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>Bentego\u2019nun B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri; \u00f6l\u00e7eklenebilir mimariler kurar, ger\u00e7ek zamanl\u0131 i\u00e7g\u00f6r\u00fcler sunar ve geli\u015fmi\u015f analiti\u011fi i\u015f s\u00fcre\u00e7lerine entegre ederek kurumlar\u0131n verilerinden en y\u00fcksek de\u011feri elde etmelerine olanak tan\u0131r.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-section elementor-top-section elementor-element elementor-element-3f0fc4b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3f0fc4b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-aa89206\" data-id=\"aa89206\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0fca0a5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0fca0a5\" data-element_type=\"section\" id=\"open\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2acb66f\" data-id=\"2acb66f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-51c3c4e elementor-invisible elementor-widget elementor-widget-image\" data-id=\"51c3c4e\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:600}\" 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 fetchpriority=\"high\" decoding=\"async\" width=\"750\" height=\"500\" src=\"https:\/\/bentego.com\/wp-content\/uploads\/2025\/06\/open-source.svg\" class=\"attachment-full size-full wp-image-5919\" alt=\"\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-72a34c1\" data-id=\"72a34c1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f5d6774 ui-e-a-animate elementor-invisible elementor-widget elementor-widget-highlighted-text\" data-id=\"f5d6774\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"highlighted-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <h2 class=\"ui-e--highlighted-text\">\n            <span class=\"ui-e-headline-text elementor-repeater-item-ae0eef1\">A\u00e7\u0131k Kaynakl\u0131 B\u00fcy\u00fck Veri<\/span><span class=\"ui-e-headline-text elementor-repeater-item-fabae50 ui-e-headline-color\">\n\t\t\t\t\t\t\t\t\t<span class=\"whitespace\"><\/span>\n                                    <span>\n                                        <span class=\"ui-e-headline-text ui-e-headline-highlighted\">\u00c7\u00f6z\u00fcmleri<\/span><span class=\"uicore-svg-wrapper\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 500 150\" preserveAspectRatio=\"none\"><\/svg><\/span><\/span> <span class=\"whitespace\"> <\/span><\/span>        <\/h2>\n    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-09e4f1b elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"09e4f1b\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" 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 style=\"font-weight: 400;\">\u0130\u015f ortaklar\u0131m\u0131za \u00f6zel olarak tasarlanm\u0131\u015f, g\u00fc\u00e7l\u00fc ve a\u00e7\u0131k kaynak temelli b\u00fcy\u00fck veri \u00e7\u00f6z\u00fcmleri sunuyoruz. Apache Hadoop, Spark, Kafka ve Flink gibi sekt\u00f6r\u00fcn g\u00fcvenilir ara\u00e7lar\u0131n\u0131 kullanarak, y\u00fcksek hacimli yap\u0131land\u0131r\u0131lm\u0131\u015f ve yap\u0131land\u0131r\u0131lmam\u0131\u015f verileri etkili \u015fekilde toplaman\u0131z\u0131, i\u015flemenizi ve analiz etmenizi sa\u011flayacak \u00f6l\u00e7eklenebilir ve uygun maliyetli altyap\u0131lar kuruyoruz.<\/span><\/p><p><span style=\"font-weight: 400;\"><br><\/span><span style=\"font-weight: 400;\">Tedarik\u00e7iden ba\u011f\u0131ms\u0131z yakla\u015f\u0131m\u0131m\u0131z esneklik sa\u011flarken, uzman ekibimiz se\u00e7imden uygulamaya ve s\u00fcrekli iyile\u015ftirmeye kadar t\u00fcm s\u00fcre\u00e7lerde size destek olur.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-96711f5 elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"96711f5\" data-element_type=\"section\" id=\"real\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2475f90\" data-id=\"2475f90\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2bb5d33 ui-e-a-animate elementor-invisible elementor-widget elementor-widget-highlighted-text\" data-id=\"2bb5d33\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"highlighted-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <h2 class=\"ui-e--highlighted-text\">\n            <span class=\"ui-e-headline-text elementor-repeater-item-ae0eef1\">Ger\u00e7ek Zamanl\u0131 Yay\u0131n \u00c7\u00f6z\u00fcmleri <\/span><span class=\"ui-e-headline-text elementor-repeater-item-fabae50 ui-e-headline-color\">\n\t\t\t\t\t\t\t\t\t<span class=\"whitespace\"><\/span>\n                                    <span>\n                                        <span class=\"ui-e-headline-text ui-e-headline-highlighted\">\u00c7\u00f6z\u00fcmler<\/span><span class=\"uicore-svg-wrapper\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 500 150\" preserveAspectRatio=\"none\"><\/svg><\/span><\/span> <span class=\"whitespace\"> <\/span><\/span>        <\/h2>\n    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e841a6 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"3e841a6\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" 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 style=\"font-weight: 400;\">G\u00fcn\u00fcm\u00fcz\u00fcn h\u0131zl\u0131 i\u015f d\u00fcnyas\u0131nda, ger\u00e7ek zamanl\u0131 veri stratejik bir avantajd\u0131r. Sa\u011flam ve \u00f6l\u00e7eklenebilir ak\u0131\u015f mimarileri tasarlay\u0131p devreye alarak kurulu\u015flar\u0131n t\u00fcm potansiyellerini ortaya \u00e7\u0131karmalar\u0131na yard\u0131mc\u0131 oluyoruz. Bentego olarak, Apache Kafka, Flink ve Spark Streaming gibi teknolojilerle dayan\u0131kl\u0131 ve \u00f6l\u00e7eklenebilir veri ak\u0131\u015f\u0131 altyap\u0131lar\u0131 kuruyoruz.<\/span><\/p><p><span style=\"font-weight: 400;\"><br><\/span><span style=\"font-weight: 400;\">Doland\u0131r\u0131c\u0131l\u0131k tespiti ve ki\u015fiselle\u015ftirmeden operasyonel uyar\u0131lara ve s\u00fcre\u00e7 otomasyonuna kadar, ak\u0131\u015f \u00e7\u00f6z\u00fcmlerimiz, verilerle desteklenen kararlarla i\u015fletmenizin bir ad\u0131m \u00f6nde olmas\u0131n\u0131 sa\u011flar.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-715c604\" data-id=\"715c604\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9669b98 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"9669b98\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:600}\" 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 decoding=\"async\" width=\"750\" height=\"500\" src=\"https:\/\/bentego.com\/wp-content\/uploads\/2025\/06\/real-time.svg\" class=\"attachment-full size-full wp-image-5920\" alt=\"\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0d4c014 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0d4c014\" data-element_type=\"section\" id=\"dwh\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-e48983a\" data-id=\"e48983a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d29f7e7 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"d29f7e7\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:600}\" 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 decoding=\"async\" width=\"750\" height=\"500\" src=\"https:\/\/bentego.com\/wp-content\/uploads\/2025\/06\/dwh.svg\" class=\"attachment-full size-full wp-image-5918\" alt=\"\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2c67d23\" data-id=\"2c67d23\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ac7518a ui-e-a-animate elementor-invisible elementor-widget elementor-widget-highlighted-text\" data-id=\"ac7518a\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"highlighted-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <h2 class=\"ui-e--highlighted-text\">\n            <span class=\"ui-e-headline-text elementor-repeater-item-ae0eef1\">Veri Ambar\u0131 (DWH)<\/span><span class=\"ui-e-headline-text elementor-repeater-item-fabae50 ui-e-headline-color\">\n\t\t\t\t\t\t\t\t\t<span class=\"whitespace\"><\/span>\n                                    <span>\n                                        <span class=\"ui-e-headline-text ui-e-headline-highlighted\">\u00c7\u00f6z\u00fcmleri<\/span><span class=\"uicore-svg-wrapper\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 500 150\" preserveAspectRatio=\"none\"><\/svg><\/span><\/span> <span class=\"whitespace\"> <\/span><\/span>        <\/h2>\n    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-84557a0 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"84557a0\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" 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 style=\"font-weight: 400;\">Veri Ambar\u0131 \u00e7\u00f6z\u00fcmlerimiz, modern analitik ihtiya\u00e7lar\u0131 kar\u015f\u0131lamak amac\u0131yla geleneksel veri depolamay\u0131 b\u00fcy\u00fck veri altyap\u0131lar\u0131yla b\u00fct\u00fcnle\u015ftirir. Data Lake ve Lakehouse yap\u0131lar\u0131yla sorunsuz \u00e7al\u0131\u015fan mimariler geli\u015ftirerek, verilerin uyumlu hale getirilmesini, ETL y\u00fck\u00fcn\u00fcn hafifletilmesini ve sistem performans\u0131n\u0131n art\u0131r\u0131lmas\u0131n\u0131 sa\u011fl\u0131yoruz.<\/span><\/p><p><span style=\"font-weight: 400;\"><br><\/span><span style=\"font-weight: 400;\">\u0130ster eski sistemlerinizi modernize etmek, ister buluta ge\u00e7mek ya da sorgu performans\u0131n\u0131 iyile\u015ftirmek isteyin, Bentego uzmanlar\u0131 bu d\u00f6n\u00fc\u015f\u00fcm\u00fc \u00e7evik ve \u00f6l\u00e7eklenebilir \u015fekilde ger\u00e7ekle\u015ftirmenize destek olur.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-ae020c0 elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ae020c0\" data-element_type=\"section\" id=\"datalake\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-164edda\" data-id=\"164edda\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-eef19aa ui-e-a-animate elementor-invisible elementor-widget elementor-widget-highlighted-text\" data-id=\"eef19aa\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"highlighted-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <h2 class=\"ui-e--highlighted-text\">\n            <span class=\"ui-e-headline-text elementor-repeater-item-ae0eef1\">Data Lake<\/span><span class=\"ui-e-headline-text elementor-repeater-item-fabae50 ui-e-headline-color\">\n\t\t\t\t\t\t\t\t\t<span class=\"whitespace\"><\/span>\n                                    <span>\n                                        <span class=\"ui-e-headline-text ui-e-headline-highlighted\">\u00c7\u00f6z\u00fcmleri<\/span><span class=\"uicore-svg-wrapper\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 500 150\" preserveAspectRatio=\"none\"><\/svg><\/span><\/span> <span class=\"whitespace\"> <\/span><\/span>        <\/h2>\n    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24b3dfb elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"24b3dfb\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" 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 style=\"font-weight: 400;\">Kurumsal d\u00fczeyde analiz ortamlar\u0131n\u0131n temelini olu\u015fturan Veri G\u00f6l\u00fc altyap\u0131lar\u0131n\u0131n tasar\u0131m\u0131, kurulumu ve y\u00f6netiminde i\u015fletmelere kapsaml\u0131 destek sa\u011fl\u0131yoruz. Veri ak\u0131\u015f\u0131 hatlar\u0131, meta veri y\u00f6netimi, g\u00fcvenlik ve y\u00f6neti\u015fim gibi u\u00e7tan uca hizmetlerle veri g\u00f6l\u00fc projelerini hayata ge\u00e7iriyoruz.<\/span><\/p><p><span style=\"font-weight: 400;\"><br><\/span><span style=\"font-weight: 400;\">Ayr\u0131ca, mevcut veri g\u00f6llerini modernize etmek veya geli\u015ftirmek isteyen kurumlarla birlikte \u00e7al\u0131\u015farak; bulut tabanl\u0131 mimariler, ger\u00e7ek zamanl\u0131 i\u015flem altyap\u0131lar\u0131 ve geli\u015fmi\u015f dizinleme teknolojileriyle sistemlerin uzun vadeli de\u011fer \u00fcretmesini sa\u011fl\u0131yoruz.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-7b6fa76\" data-id=\"7b6fa76\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2fbecae elementor-invisible elementor-widget elementor-widget-image\" data-id=\"2fbecae\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:600}\" 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=\"750\" height=\"500\" src=\"https:\/\/bentego.com\/wp-content\/uploads\/2025\/06\/data-lake.svg\" class=\"attachment-full size-full wp-image-5917\" alt=\"\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-c115fb1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c115fb1\" data-element_type=\"section\" id=\"ai\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-053b19e\" data-id=\"053b19e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-22e5e1c elementor-invisible elementor-widget elementor-widget-image\" data-id=\"22e5e1c\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:600}\" 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=\"750\" height=\"500\" src=\"https:\/\/bentego.com\/wp-content\/uploads\/2025\/06\/ai.svg\" class=\"attachment-full size-full wp-image-5916\" alt=\"\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4f1a06d\" data-id=\"4f1a06d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e7e1e11 ui-e-a-animate elementor-invisible elementor-widget elementor-widget-highlighted-text\" data-id=\"e7e1e11\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"highlighted-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <h2 class=\"ui-e--highlighted-text\">\n            <span class=\"ui-e-headline-text elementor-repeater-item-ae0eef1\">Yapay Zeka, Makine ve Derin \u00d6\u011frenme \u00c7\u00f6z\u00fcmleri<\/span><span class=\"ui-e-headline-text elementor-repeater-item-fabae50 ui-e-headline-color\">\n\t\t\t\t\t\t\t\t\t<span class=\"whitespace\"><\/span>\n                                    <span>\n                                        <span class=\"ui-e-headline-text ui-e-headline-highlighted\">\u00c7\u00f6z\u00fcmler<\/span><span class=\"uicore-svg-wrapper\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 500 150\" preserveAspectRatio=\"none\"><\/svg><\/span><\/span> <span class=\"whitespace\"> <\/span><\/span>        <\/h2>\n    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2f2f23 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"b2f2f23\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" 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 style=\"font-weight: 400;\">\u0130\u015fletmelerin operasyonel s\u00fcre\u00e7lerine her d\u00fczeyde zeka kazand\u0131ran entegre Yapay Zeka, Makine \u00d6\u011frenimi (ML) ve Derin \u00d6\u011frenme (DL) \u00e7\u00f6z\u00fcmleri geli\u015ftiriyoruz. Model geli\u015ftirme ve e\u011fitmeden, yayg\u0131nla\u015ft\u0131rma ve ya\u015fam d\u00f6ng\u00fcs\u00fc y\u00f6netimine kadar t\u00fcm s\u00fcre\u00e7lerde TensorFlow, PyTorch ve Scikit-learn gibi modern framework\u2019lerle u\u00e7tan uca destek sa\u011fl\u0131yoruz.<\/span><\/p><p><span style=\"font-weight: 400;\"><br><\/span><span style=\"font-weight: 400;\">\u00c7\u00f6z\u00fcmlerimiz, kurum i\u00e7i ya da bulut tabanl\u0131 b\u00fcy\u00fck veri altyap\u0131lar\u0131yla sorunsuz \u015fekilde entegre olarak; \u00f6ng\u00f6r\u00fcc\u00fc bak\u0131m, m\u00fc\u015fteri kayb\u0131 tahmini, \u00f6neri sistemleri ve anomali tespiti gibi bir\u00e7ok kritik senaryoya hayat verir. Bentego ile yapay zeka, yaln\u0131zca bir teknoloji de\u011fil; i\u015finizi ileriye ta\u015f\u0131yan stratejik bir kald\u0131ra\u00e7 haline gelir.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u00c7\u00f6z\u00fcmler B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri Bentego\u2019nun B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri; \u00f6l\u00e7eklenebilir mimariler kurar, ger\u00e7ek zamanl\u0131 i\u00e7g\u00f6r\u00fcler sunar ve geli\u015fmi\u015f analiti\u011fi i\u015f s\u00fcre\u00e7lerine entegre ederek [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-5963","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri - Bentego<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri - Bentego\" \/>\n<meta property=\"og:description\" content=\"\u00c7\u00f6z\u00fcmler B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri Bentego\u2019nun B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri; \u00f6l\u00e7eklenebilir mimariler kurar, ger\u00e7ek zamanl\u0131 i\u00e7g\u00f6r\u00fcler sunar ve geli\u015fmi\u015f analiti\u011fi i\u015f s\u00fcre\u00e7lerine entegre ederek [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/\" \/>\n<meta property=\"og:site_name\" content=\"Bentego\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-28T09:41:08+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/\",\"url\":\"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/\",\"name\":\"B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri - Bentego\",\"isPartOf\":{\"@id\":\"https:\/\/bentego.com\/tr\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/bentego.com\/wp-content\/uploads\/2025\/06\/open-source.svg\",\"datePublished\":\"2025-06-17T18:36:29+00:00\",\"dateModified\":\"2025-07-28T09:41:08+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/#primaryimage\",\"url\":\"https:\/\/bentego.com\/wp-content\/uploads\/2025\/06\/open-source.svg\",\"contentUrl\":\"https:\/\/bentego.com\/wp-content\/uploads\/2025\/06\/open-source.svg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/bentego.com\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/bentego.com\/tr\/#website\",\"url\":\"https:\/\/bentego.com\/tr\/\",\"name\":\"Bentego\",\"description\":\"Turning data into enterprise value\",\"publisher\":{\"@id\":\"https:\/\/bentego.com\/tr\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/bentego.com\/tr\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/bentego.com\/tr\/#organization\",\"name\":\"Bentego\",\"url\":\"https:\/\/bentego.com\/tr\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/bentego.com\/tr\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/bentego.com\/wp-content\/uploads\/2025\/05\/logo-bentego.svg\",\"contentUrl\":\"https:\/\/bentego.com\/wp-content\/uploads\/2025\/05\/logo-bentego.svg\",\"width\":433,\"height\":109,\"caption\":\"Bentego\"},\"image\":{\"@id\":\"https:\/\/bentego.com\/tr\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri - Bentego","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/","og_locale":"tr_TR","og_type":"article","og_title":"B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri - Bentego","og_description":"\u00c7\u00f6z\u00fcmler B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri Bentego\u2019nun B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri; \u00f6l\u00e7eklenebilir mimariler kurar, ger\u00e7ek zamanl\u0131 i\u00e7g\u00f6r\u00fcler sunar ve geli\u015fmi\u015f analiti\u011fi i\u015f s\u00fcre\u00e7lerine entegre ederek [&hellip;]","og_url":"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/","og_site_name":"Bentego","article_modified_time":"2025-07-28T09:41:08+00:00","twitter_card":"summary_large_image","twitter_misc":{"Tahmini okuma s\u00fcresi":"3 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/","url":"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/","name":"B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri - Bentego","isPartOf":{"@id":"https:\/\/bentego.com\/tr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/#primaryimage"},"image":{"@id":"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/#primaryimage"},"thumbnailUrl":"https:\/\/bentego.com\/wp-content\/uploads\/2025\/06\/open-source.svg","datePublished":"2025-06-17T18:36:29+00:00","dateModified":"2025-07-28T09:41:08+00:00","breadcrumb":{"@id":"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/"]}]},{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/#primaryimage","url":"https:\/\/bentego.com\/wp-content\/uploads\/2025\/06\/open-source.svg","contentUrl":"https:\/\/bentego.com\/wp-content\/uploads\/2025\/06\/open-source.svg"},{"@type":"BreadcrumbList","@id":"https:\/\/bentego.com\/tr\/buyuk-veri-cozumleri\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/bentego.com\/tr\/"},{"@type":"ListItem","position":2,"name":"B\u00fcy\u00fck Veri \u00c7\u00f6z\u00fcmleri"}]},{"@type":"WebSite","@id":"https:\/\/bentego.com\/tr\/#website","url":"https:\/\/bentego.com\/tr\/","name":"Bentego","description":"Turning data into enterprise value","publisher":{"@id":"https:\/\/bentego.com\/tr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/bentego.com\/tr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":"Organization","@id":"https:\/\/bentego.com\/tr\/#organization","name":"Bentego","url":"https:\/\/bentego.com\/tr\/","logo":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/bentego.com\/tr\/#\/schema\/logo\/image\/","url":"https:\/\/bentego.com\/wp-content\/uploads\/2025\/05\/logo-bentego.svg","contentUrl":"https:\/\/bentego.com\/wp-content\/uploads\/2025\/05\/logo-bentego.svg","width":433,"height":109,"caption":"Bentego"},"image":{"@id":"https:\/\/bentego.com\/tr\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/bentego.com\/tr\/wp-json\/wp\/v2\/pages\/5963","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bentego.com\/tr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bentego.com\/tr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bentego.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bentego.com\/tr\/wp-json\/wp\/v2\/comments?post=5963"}],"version-history":[{"count":13,"href":"https:\/\/bentego.com\/tr\/wp-json\/wp\/v2\/pages\/5963\/revisions"}],"predecessor-version":[{"id":6114,"href":"https:\/\/bentego.com\/tr\/wp-json\/wp\/v2\/pages\/5963\/revisions\/6114"}],"wp:attachment":[{"href":"https:\/\/bentego.com\/tr\/wp-json\/wp\/v2\/media?parent=5963"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}