{"id":4509,"date":"2023-01-20T07:06:14","date_gmt":"2023-01-20T07:06:14","guid":{"rendered":"https:\/\/aix.web.tr\/?p=4509"},"modified":"2023-01-20T07:06:16","modified_gmt":"2023-01-20T07:06:16","slug":"yapay-zeka-ve-veri-madenciligi","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/yapay-zeka-ve-veri-madenciligi\/","title":{"rendered":"Yapay Zeka ve Veri Madencili\u011fi"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4509\" class=\"elementor elementor-4509\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0ee5446 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0ee5446\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div 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data-element_type=\"column\" data-e-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-bff95a7 animated-slow elementor-invisible elementor-widget elementor-widget-image\" data-id=\"bff95a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" 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\t<a href=\"https:\/\/aix.web.tr\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1667\" height=\"790\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo.png\" class=\"attachment-full size-full wp-image-3104\" alt=\"Aix Logo\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo.png 1667w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-300x142.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-1024x485.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-768x364.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-1536x728.png 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-18x9.png 18w\" sizes=\"(max-width: 1667px) 100vw, 1667px\" title=\"\">\t\t\t\t\t\t\t\t<\/a>\n\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-33 elementor-top-column elementor-element elementor-element-c9c0555\" data-id=\"c9c0555\" data-element_type=\"column\" data-e-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-1c86e38 elementor-icon-list--layout-inline elementor-align-center animated-slow elementor-list-item-link-full_width elementor-invisible elementor-widget elementor-widget-icon-list\" data-id=\"1c86e38\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInRight&quot;}\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/ders\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">DERS<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/konusmalar\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">KONU\u015eMALAR<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/iletisim\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0130LET\u0130\u015e\u0130M<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/basvuru\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">EK\u0130BE KATIL<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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-top-section elementor-element elementor-element-36edf11a elementor-section-height-min-height elementor-section-full_width elementor-hidden-desktop elementor-section-height-default elementor-section-items-middle\" data-id=\"36edf11a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-top-column elementor-element elementor-element-1aba2a40\" data-id=\"1aba2a40\" data-element_type=\"column\" data-e-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-77607905 elementor-widget-mobile__width-initial elementor-widget elementor-widget-image\" data-id=\"77607905\" 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 decoding=\"async\" width=\"420\" height=\"199\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/aix-logo-optimized.webp\" class=\"attachment-large size-large wp-image-6992\" alt=\"\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/aix-logo-optimized.webp 420w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/aix-logo-optimized-300x142.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/aix-logo-optimized-18x9.webp 18w\" sizes=\"(max-width: 420px) 100vw, 420px\" title=\"\">\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-top-column elementor-element elementor-element-3fdd4014\" data-id=\"3fdd4014\" data-element_type=\"column\" data-e-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-4c796c5 hfe-submenu-icon-plus hfe-menu-item-space-between hfe-link-redirect-child elementor-widget elementor-widget-navigation-menu\" data-id=\"4c796c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;hamburger_align_tablet&quot;:&quot;right&quot;,&quot;hamburger_align_mobile&quot;:&quot;right&quot;,&quot;hamburger_align&quot;:&quot;center&quot;,&quot;hamburger_menu_align&quot;:&quot;space-between&quot;,&quot;width_flyout_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:300,&quot;sizes&quot;:[]},&quot;width_flyout_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;width_flyout_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_flyout_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:30,&quot;sizes&quot;:[]},&quot;padding_flyout_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_flyout_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_top_space&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_top_space_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_top_space_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;dropdown_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;dropdown_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;dropdown_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},&quot;padding_horizontal_dropdown_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_dropdown_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_dropdown_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;close_flyout_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;close_flyout_size_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;close_flyout_size_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"navigation-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"hfe-nav-menu__toggle elementor-clickable hfe-flyout-trigger\" tabindex=\"0\" role=\"button\" aria-label=\"Menu Toggle\">\n\t\t\t\t\t<div class=\"hfe-nav-menu-icon\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" tabindex=\"0\" class=\"fas fa-align-justify\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<div class=\"hfe-flyout-wrapper\" >\n\t\t\t\t<div class=\"hfe-flyout-overlay elementor-clickable\"><\/div>\n\t\t\t\t<div class=\"hfe-flyout-container\">\n\t\t\t\t\t<div id=\"hfe-flyout-content-id-4c796c5\" class=\"hfe-side hfe-flyout-left hfe-flyout-open\" data-layout=\"left\" data-flyout-type=\"normal\">\n\t\t\t\t\t\t<div class=\"hfe-flyout-content push\">\n\t\t\t\t\t\t\t<nav itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/SiteNavigationElement\">\n\t\t\t\t\t\t\t\t<ul id=\"menu-1-4c796c5\" class=\"hfe-nav-menu\"><li id=\"menu-item-1227\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/hakkimizda\/\" itemprop=\"url\" class = \"hfe-menu-item\">Hakk\u0131m\u0131zda<\/a><\/li>\n<li id=\"menu-item-2697\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/arastirmalar\/\" itemprop=\"url\" class = \"hfe-menu-item\">Ara\u015ft\u0131rmalar<\/a><\/li>\n<li id=\"menu-item-2336\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/blog\/\" itemprop=\"url\" class = \"hfe-menu-item\">Blog<\/a><\/li>\n<li id=\"menu-item-2335\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/ders\/\" itemprop=\"url\" class = \"hfe-menu-item\">Ders<\/a><\/li>\n<li id=\"menu-item-1226\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/konusmalar\/\" itemprop=\"url\" class = \"hfe-menu-item\">Konu\u015fmalar<\/a><\/li>\n<li id=\"menu-item-1230\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/iletisim\/\" itemprop=\"url\" class = \"hfe-menu-item\">\u0130leti\u015fim<\/a><\/li>\n<li id=\"menu-item-1229\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/basvuru\/\" itemprop=\"url\" class = \"hfe-menu-item\">Ekibe Kat\u0131l<\/a><\/li>\n<li id=\"menu-item-3481\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-post parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/?p=3333\" itemprop=\"url\" class = \"hfe-menu-item\">Egemen Kaya<\/a><\/li>\n<\/ul>\t\t\t\t\t\t\t<\/nav>\n\t\t\t\t\t\t\t<div class=\"elementor-clickable hfe-flyout-close\" tabindex=\"0\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" tabindex=\"0\" class=\"far fa-window-close\"><\/i>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\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<\/div>\n\t\t<\/div>\n\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-top-section elementor-element elementor-element-6e9ea34 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6e9ea34\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:531,&quot;url&quot;:&quot;http:\\\/\\\/www.aix.web.tr\\\/wp-content\\\/uploads\\\/2019\\\/12\\\/ezgif.com-video-to-gif-1.gif&quot;}],&quot;shape_divider_bottom&quot;:&quot;mountains&quot;,&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" opacity=\"0.33\" d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\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-42826a3\" data-id=\"42826a3\" data-element_type=\"column\" data-e-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-1861846 elementor-widget elementor-widget-heading\" data-id=\"1861846\" 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\">Yapay Zeka ve Veri Madencili\u011fi<\/h1>\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-top-section elementor-element elementor-element-98c8055 elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"98c8055\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5340c9c\" data-id=\"5340c9c\" data-element_type=\"column\" data-e-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-c63fac1 elementor-widget elementor-widget-heading\" data-id=\"c63fac1\" 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<h2 class=\"elementor-heading-title elementor-size-default\">Yapay zeka nedir?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-070e912 elementor-widget elementor-widget-text-editor\" data-id=\"070e912\" 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<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Yapay Zeka (AI) bir yaz\u0131l\u0131m veya makine taraf\u0131ndan ger\u00e7ekle\u015ftirilen, insan zekas\u0131n\u0131n yapabildi\u011fi veya yapabilece\u011fi i\u015flemleri yerine getirmek amac\u0131yla tasarland\u0131\u011f\u0131 bir teknolojidir. AI, s\u00fcrekli \u00f6\u011frenme, karar verme, problem \u00e7\u00f6zme, dil i\u015fleme veya duyarl\u0131l\u0131k gibi insan zekas\u0131na benzeyen \u00f6zellikleri i\u00e7erebilir. AI, makine \u00f6\u011frenimi, do\u011fal dil i\u015fleme, g\u00f6r\u00fcnt\u00fc tan\u0131ma veya ses tan\u0131ma gibi alt dallara ayr\u0131labilir.<\/p><\/div><\/div><\/div><\/div>\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-48719d1 elementor-widget elementor-widget-heading\" data-id=\"48719d1\" 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<h2 class=\"elementor-heading-title elementor-size-default\">Veri Madencili\u011fi nedir?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e52000 elementor-widget elementor-widget-text-editor\" data-id=\"4e52000\" 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<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Veri madencili\u011fi, b\u00fcy\u00fck ve karma\u015f\u0131k veri k\u00fcmelerinden anlaml\u0131 bilgi veya ke\u015fifler elde etmeye y\u00f6nelik bir teknolojidir. Veri madencili\u011fi, veri toplama, veri depolama, veri analizi ve veri g\u00f6rselle\u015ftirme gibi farkl\u0131 a\u015famalar\u0131 i\u00e7erebilir. Veri madencili\u011fi, \u00e7e\u015fitli uygulama alanlar\u0131na, \u00f6rne\u011fin pazarlama, sa\u011fl\u0131k, finans veya m\u00fchendislik gibi alanlara uygulanabilir. Veri madencili\u011fi, \u00f6nemli miktarda veri i\u00e7eren sekt\u00f6rlerde \u00f6nemli bir rol oynar ve veriye dayal\u0131 kararlar almak i\u00e7in gerekli olan bilgiyi sa\u011flar.<\/p><\/div><\/div><\/div><\/div>\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-c9a5b19 elementor-widget elementor-widget-image\" data-id=\"c9a5b19\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"735\" height=\"348\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/01\/yapay-zeka-ve-veri-madenciligi.jpg\" class=\"attachment-large size-large wp-image-4514\" alt=\"Yapay Zeka ve Veri Madencili\u011fi\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/01\/yapay-zeka-ve-veri-madenciligi.jpg 735w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/01\/yapay-zeka-ve-veri-madenciligi-300x142.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/01\/yapay-zeka-ve-veri-madenciligi-18x9.jpg 18w\" sizes=\"(max-width: 735px) 100vw, 735px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Yapay Zeka ve Veri Madencili\u011fi<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-26b3554 elementor-widget elementor-widget-heading\" data-id=\"26b3554\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka ve Veri Madencili\u011fi aras\u0131ndaki ili\u015fki<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b562e6b elementor-widget elementor-widget-text-editor\" data-id=\"b562e6b\" 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<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Yapay Zeka ve veri madencili\u011fi aras\u0131ndaki ili\u015fki, veri madencili\u011fi i\u00e7in gerekli olan veriye dayal\u0131 \u00f6\u011frenme ve karar verme i\u015flemlerini ger\u00e7ekle\u015ftirmek i\u00e7in yapay zeka teknolojilerinin kullan\u0131lmas\u0131d\u0131r. Veri madencili\u011fi, yapay zeka i\u00e7in gerekli olan veri k\u00fcmelerini toplar, depolar ve analiz eder, b\u00f6ylece yapay zeka sistemleri veriye dayal\u0131 kararlar alabilir ve \u00f6\u011frenme ger\u00e7ekle\u015ftirebilir. Bu ili\u015fki, yapay zeka sistemlerinin veriye dayal\u0131 kararlar almas\u0131n\u0131 ve \u00f6\u011frenmesini sa\u011flar ve veri madencili\u011fi i\u00e7in gerekli olan veri k\u00fcmelerini elde etmeye yard\u0131mc\u0131 olur.<\/p><\/div><\/div><\/div><\/div>\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-e71e38e elementor-widget elementor-widget-heading\" data-id=\"e71e38e\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka ve Veri Madencili\u011fi kullan\u0131m alanlar\u0131<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b00091c elementor-widget elementor-widget-text-editor\" data-id=\"b00091c\" 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<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p><strong>Yapay zeka kullan\u0131m alanlar\u0131;<\/strong><\/p><ol><li>Otomatik S\u00fcr\u00fc\u015f: Otomatik s\u00fcr\u00fc\u015f teknolojisi, yapay zeka kullanarak ara\u00e7lar\u0131n yol takibini ve karar verme i\u015flemlerini ger\u00e7ekle\u015ftirmesini sa\u011flar.<\/li><li>Sanal asistanlar: Sanal asistanlar, yapay zeka teknolojileri kullanarak kullan\u0131c\u0131lar\u0131n sesli veya yaz\u0131l\u0131 talimatlar\u0131n\u0131 anlamak ve uygulamak i\u00e7in kullan\u0131l\u0131r.<\/li><li>G\u00f6r\u00fcnt\u00fc Tan\u0131ma: G\u00f6r\u00fcnt\u00fc tan\u0131ma, yapay zeka kullanarak resimler veya video g\u00f6r\u00fcnt\u00fclerinde nesneler veya y\u00fczleri tan\u0131mlamak i\u00e7in kullan\u0131l\u0131r.<\/li><li>Sa\u011fl\u0131k: Yapay zeka, t\u0131bbi g\u00f6r\u00fcnt\u00fcler veya verilerin analizi i\u00e7in kullan\u0131l\u0131r ve hastal\u0131klar\u0131n te\u015fhis ve tedavisi i\u00e7in kullan\u0131labilir.<\/li><li>Finans: Yapay zeka, finansal verilerin analizi ve karar verme i\u015flemleri i\u00e7in kullan\u0131labilir ve yat\u0131r\u0131m kararlar\u0131n\u0131n desteklenmesine yard\u0131mc\u0131 olabilir.<\/li><li>Pazarlama: Yapay zeka, m\u00fc\u015fteri verilerinin analizi ve pazarlama kampanyalar\u0131n\u0131n optimize edilmesi i\u00e7in kullan\u0131labilir.<\/li><\/ol><p><strong>Veri Madencili\u011fi<\/strong> <strong>kullan\u0131m alanlar\u0131;<\/strong><\/p><ol><li>Pazarlama: Veri madencili\u011fi, m\u00fc\u015fteri verilerinin analizi ve pazarlama kampanyalar\u0131n\u0131n optimize edilmesi i\u00e7in kullan\u0131labilir.<\/li><li>Finans: Veri madencili\u011fi, finansal verilerin analizi ve karar verme i\u015flemleri i\u00e7in kullan\u0131labilir ve yat\u0131r\u0131m kararlar\u0131n\u0131n desteklenmesine yard\u0131mc\u0131 olabilir.<\/li><li>Sa\u011fl\u0131k: Veri madencili\u011fi, t\u0131bbi verilerin analizi i\u00e7in kullan\u0131labilir ve hastal\u0131klar\u0131n te\u015fhisi ve tedavisi i\u00e7in kullan\u0131labilir.<\/li><li>Risk Y\u00f6netimi: Veri madencili\u011fi, risk y\u00f6netiminde veriye dayal\u0131 kararlar almak i\u00e7in kullan\u0131labilir.<\/li><li>\u00dcretim: Veri madencili\u011fi, \u00fcretim verilerinin analizi i\u00e7in kullan\u0131labilir ve \u00fcretim s\u00fcrecinin optimize edilmesine yard\u0131mc\u0131 olabilir.<\/li><li>Hava Ta\u015f\u0131mac\u0131l\u0131\u011f\u0131: Veri madencili\u011fi, hava ta\u015f\u0131mac\u0131l\u0131\u011f\u0131 verilerinin analizi i\u00e7in kullan\u0131labilir ve hava ta\u015f\u0131mac\u0131l\u0131\u011f\u0131 s\u00fcrecinin optimize edilmesine yard\u0131mc\u0131 olabilir.<\/li><li>Sosyal Medya: Veri madencili\u011fi, sosyal medya verilerinin analizi i\u00e7in kullan\u0131labilir ve takip\u00e7i say\u0131s\u0131, etkile\u015fim veya trendler gibi konular\u0131n anla\u015f\u0131lmas\u0131na yard\u0131mc\u0131 olabilir.<\/li><\/ol><p>\u00a0<\/p><\/div><\/div><\/div><\/div>\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-eab3577 elementor-widget elementor-widget-heading\" data-id=\"eab3577\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka ve Veri Madencili\u011fi'nin gelecekteki potansiyeli<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e997c56 elementor-widget elementor-widget-text-editor\" data-id=\"e997c56\" 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<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Yapay Zeka (AI) ve Veri Madencili\u011fi (Data Mining) gelecekte \u00e7e\u015fitli sekt\u00f6rlerde \u00f6nemli roller oynayacak. \u00d6zellikle, ticaret, sa\u011fl\u0131k, finans, e\u011fitim ve enerji gibi alanlarda AI&#8217;nin kullan\u0131m\u0131 artacak. Veri madencili\u011fi ise, veri analitiklerinin verileri daha iyi anlamas\u0131na ve daha iyi kararlar vermesine yard\u0131mc\u0131 olacak. Ayr\u0131ca, IoT (Nesnelerin \u0130nterneti) ve 5G gibi teknolojilerin yayg\u0131nla\u015fmas\u0131 ile birlikte, daha fazla veri toplanmas\u0131 ve i\u015flenmesi gerekecek, bu da veri madencili\u011finin \u00f6nemini art\u0131racak.<\/p><\/div><\/div><\/div><\/div>\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-8fc3bd1 elementor-widget elementor-widget-heading\" data-id=\"8fc3bd1\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka ve Veri Madencili\u011fi uygulamalar\u0131 \u00f6rnekleri<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cdaa615 elementor-widget elementor-widget-text-editor\" data-id=\"cdaa615\" 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<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Yapay Zeka ve Veri Madencili\u011fi uygulamalar\u0131 bir\u00e7ok sekt\u00f6rde kullan\u0131lmaktad\u0131r. A\u015fa\u011f\u0131da baz\u0131 \u00f6rnekler verilmi\u015ftir:<\/p><ol><li><p>Ticaret: \u00d6neri sistemleri, m\u00fc\u015fteri segmentasyonu ve sat\u0131n alma davran\u0131\u015flar\u0131 analizi.<\/p><\/li><li><p>Sa\u011fl\u0131k: Tan\u0131 ve tedavi tavsiyeleri, hastal\u0131k takibi ve ila\u00e7 etkile\u015fimleri tahmin etme.<\/p><\/li><li><p>Finans: Risk analizi, portf\u00f6y y\u00f6netimi ve fraude tespiti.<\/p><\/li><li><p>E\u011fitim: \u00d6\u011frenci ba\u015far\u0131s\u0131n\u0131 tahmin etme ve \u00f6\u011frenme yolculu\u011funun optimize edilmesi.<\/p><\/li><li><p>Enerji: Enerji t\u00fcketiminin tahmin edilmesi ve verimlilik analizi.<\/p><\/li><li><p>Medya ve reklam: Kullan\u0131c\u0131n\u0131n ilgisini \u00e7eken i\u00e7erik ve reklamlar\u0131n tahmin edilmesi.<\/p><\/li><li><p>Veri madencili\u011fi uygulamalar\u0131: kalite kontrol\u00fc, \u00fcretim optimizasyonu, maliyet azaltma, \u00f6\u011frenme ve s\u0131n\u0131fland\u0131rma.<\/p><\/li><\/ol><\/div><\/div><\/div><\/div>\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-81ace78 elementor-widget elementor-widget-image\" data-id=\"81ace78\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"843\" height=\"468\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Yapay-Zeka-Teknolojinin-Gelecegi-ve-Dunyamiz-Icin-Anlami.jpg\" class=\"attachment-large size-large wp-image-4143\" alt=\"Yapay Zeka Teknolojinin Gelece\u011fi ve D\u00fcnyam\u0131z \u0130\u00e7in Anlam\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Yapay-Zeka-Teknolojinin-Gelecegi-ve-Dunyamiz-Icin-Anlami.jpg 900w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Yapay-Zeka-Teknolojinin-Gelecegi-ve-Dunyamiz-Icin-Anlami-300x167.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Yapay-Zeka-Teknolojinin-Gelecegi-ve-Dunyamiz-Icin-Anlami-768x427.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Yapay-Zeka-Teknolojinin-Gelecegi-ve-Dunyamiz-Icin-Anlami-18x10.jpg 18w\" sizes=\"(max-width: 843px) 100vw, 843px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Yapay Zeka Teknolojinin Gelece\u011fi ve D\u00fcnyam\u0131z \u0130\u00e7in Anlam\u0131<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-53bd303 elementor-widget elementor-widget-heading\" data-id=\"53bd303\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka ve Veri Madencili\u011fi teknolojilerinin kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b2a3b9 elementor-widget elementor-widget-text-editor\" data-id=\"1b2a3b9\" 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<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Yapay zeka ve veri madencili\u011fi, iki farkl\u0131 ama birbirleriyle ili\u015fkili teknolojidir. Yapay zeka, makinelere insanlar gibi d\u00fc\u015f\u00fcnme ve \u00f6\u011frenme yetene\u011fi vermeye \u00e7al\u0131\u015fan bir aland\u0131r. Veri madencili\u011fi ise, veri i\u00e7inde anlaml\u0131 bilgi veya modeller elde etmeye y\u00f6nelik bir aland\u0131r. Yapay zeka, veri madencili\u011finden elde edilen bilgileri kullanarak daha etkili kararlar verebilir. \u00d6rne\u011fin, veri madencili\u011fi kullan\u0131larak elde edilen bilgiler yapay zeka sistemleri taraf\u0131ndan kullan\u0131larak otomatikle\u015ftirilmi\u015f s\u00fcre\u00e7ler veya makine \u00f6\u011frenimi modelleri olu\u015fturulabilir.<\/p><p>Ancak, yapay zeka ve veri madencili\u011fi aras\u0131ndaki farkl\u0131l\u0131klar\u0131n yan\u0131 s\u0131ra, ayn\u0131 zamanda birbirleriyle b\u00fct\u00fcnle\u015ftirilerek de kullan\u0131labilirler. \u00d6rne\u011fin, yapay zeka algoritmalar\u0131 veri madencili\u011fi teknikleri kullanarak daha anlaml\u0131 ve kullan\u0131\u015fl\u0131 sonu\u00e7lar elde edebilir. Veri madencili\u011fi algoritmalar\u0131 ise yapay zeka teknikleri ile daha do\u011fru ve g\u00fcvenilir sonu\u00e7lar elde edebilir. \u00d6zellikle, b\u00fcy\u00fck miktarlarda veri i\u00e7eren uygulamalarda, yapay zeka ve veri madencili\u011fi birlikte kullan\u0131l\u0131r. Bu sayede, veri madencili\u011fi ile elde edilen veri yapay zeka algoritmalar\u0131 taraf\u0131ndan daha iyi anla\u015f\u0131labilir ve kullan\u0131labilir hale getirilir.<\/p><p>Ayr\u0131ca, yapay zeka ve veri madencili\u011fi teknolojileri bir\u00e7ok farkl\u0131 alanda kullan\u0131labilir. \u00d6rne\u011fin, yapay zeka teknolojileri kullanarak ses ve g\u00f6r\u00fcnt\u00fc tan\u0131ma, dil i\u015fleme, sosyal medya analitikleri, sa\u011fl\u0131k alan\u0131nda hasta takibi gibi uygulamalar ger\u00e7ekle\u015ftirilebilir. Veri madencili\u011fi teknolojileri ise, finansal piyasalarda risk y\u00f6netimi, \u00fcretim ve tedarik zincirlerinde performans analitikleri, m\u00fc\u015fteri davran\u0131\u015flar\u0131n\u0131n analizi gibi uygulamalarda kullan\u0131labilir.<\/p><p>Son olarak, yapay zeka ve veri madencili\u011fi teknolojilerinin kullan\u0131m\u0131, bir\u00e7ok sekt\u00f6rde h\u0131zla yayg\u0131nla\u015fmaktad\u0131r. Bu teknolojilerin kullan\u0131m\u0131 sonucunda, daha etkili ve h\u0131zl\u0131 kararlar al\u0131nmas\u0131, i\u015f s\u00fcre\u00e7lerinin otomatikle\u015ftirilmesi, pazarlama ve sat\u0131\u015f stratejilerinin geli\u015ftirilmesi gibi bir\u00e7ok fayda elde edilebilir. Bu nedenle, yapay zeka ve veri madencili\u011fi teknolojileri ile ilgili e\u011fitim ve ara\u015ft\u0131rmalar\u0131n \u00f6nemi giderek artmaktad\u0131r.<\/p><\/div><\/div><\/div><\/div>\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-0f3abc0 elementor-widget elementor-widget-heading\" data-id=\"0f3abc0\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Sonu\u00e7<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32c3298 elementor-widget elementor-widget-text-editor\" data-id=\"32c3298\" 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<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Veri madencili\u011fi ve yapay zeka, son y\u0131llarda h\u0131zla geli\u015fen ve \u00f6nemli bir rol oynayan teknolojilerdir. Veri madencili\u011fi, makine \u00f6\u011frenimi ve yapay zeka gibi teknolojilerin temelini olu\u015fturur ve bu teknolojilerin performans\u0131n\u0131 artt\u0131rmak i\u00e7in gerekli olan b\u00fcy\u00fck veri k\u00fcmelerini elde etmek i\u00e7in kullan\u0131l\u0131r. Yapay zeka ise veri madencili\u011fi ile elde edilen verileri kullanarak, makine \u00f6\u011frenimi ve di\u011fer y\u00f6ntemlerle sistemleri e\u011fitir ve otomatikle\u015ftirir. Bu iki teknoloji, \u00f6zellikle e-ticaret, sa\u011fl\u0131k, finans, otomotiv ve di\u011fer end\u00fcstrilerde \u00f6nemli bir rol oynuyor. \u00d6n\u00fcm\u00fczdeki y\u0131llarda, veri madencili\u011fi ve yapay zeka teknolojilerinin daha da geli\u015fece\u011fi ve daha fazla end\u00fcstride kullan\u0131laca\u011f\u0131 beklenmektedir. Bu nedenle, veri madencili\u011fi ve yapay zeka alanlar\u0131ndaki geli\u015fmeleri takip etmek ve bu teknolojileri kullanmak i\u00e7in gerekli olan becerileri edinmek \u00f6nemlidir.<\/p><\/div><\/div><\/div><\/div>\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-top-section elementor-element elementor-element-4820f8e elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4820f8e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-668b2e4\" data-id=\"668b2e4\" data-element_type=\"column\" data-e-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-00c1c87 elementor-widget elementor-widget-image\" data-id=\"00c1c87\" 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\t<a href=\"https:\/\/aix.web.tr\/egemen-kaya\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png\" class=\"attachment-full size-full wp-image-3715\" alt=\"yapay-zeka-yazar\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png 1080w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-300x300.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-1024x1024.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-150x150.png 150w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-768x768.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-12x12.png 12w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" title=\"\">\t\t\t\t\t\t\t\t<\/a>\n\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-299cfe4 elementor-widget elementor-widget-heading\" data-id=\"299cfe4\" 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<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\">GHB Dil Edinim Modeli<\/a><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3f4ebf elementor-widget elementor-widget-heading\" data-id=\"d3f4ebf\" 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<p class=\"elementor-heading-title elementor-size-default\">Yapay Zeka Edit\u00f6r<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14bf07d elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"14bf07d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-globe elementor-repeater-item-77a48c2\" href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Globe<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-globe\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\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-top-column elementor-element elementor-element-7ba06b7\" data-id=\"7ba06b7\" data-element_type=\"column\" data-e-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-2c0b108 elementor-widget elementor-widget-heading\" data-id=\"2c0b108\" 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<p class=\"elementor-heading-title elementor-size-default\">Telegram!<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c4b9152 elementor-align-left elementor-widget elementor-widget-button\" data-id=\"c4b9152\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-lg elementor-animation-grow\" href=\"https:\/\/t.me\/yzturkiye\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Telegram Grubumuza kat\u0131l\u0131n!<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-07b86fd elementor-widget elementor-widget-heading\" data-id=\"07b86fd\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Bunlar ilginizi \u00e7ekebilir!<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-209413c premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"209413c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;premium_blog_columns_number&quot;:&quot;33.33%&quot;,&quot;premium_blog_grid&quot;:&quot;yes&quot;,&quot;premium_blog_layout&quot;:&quot;even&quot;,&quot;premium_blog_columns_number_tablet&quot;:&quot;50%&quot;,&quot;premium_blog_columns_number_mobile&quot;:&quot;100%&quot;}\" data-widget_type=\"premium-addon-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\n\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"4509\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"171\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper empty-thumb\">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-evcil-hayvaniniz-olsaydi-dijital-dostlarimizin-beslenme-recetesi\/\" target=\"_self\">\n\t\t\t\tYapay Zeka Evcil Hayvan\u0131n\u0131z Olsayd\u0131 Dijital Dostlar\u0131m\u0131z\u0131n Beslenme Re\u00e7etesi\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"171\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper empty-thumb\">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/metadan-yapay-zeka-asistanlari-icin-cigir-acan-adim-muse-icin-spaces-ozelligi-tanitildi\/\" target=\"_self\">\n\t\t\t\tMeta&#8217;dan Yapay Zeka Asistanlar\u0131 \u0130\u00e7in \u00c7\u0131\u011f\u0131r A\u00e7an Ad\u0131m: Muse \u0130\u00e7in Spaces \u00d6zelli\u011fi Tan\u0131t\u0131ld\u0131\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"171\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"240\" height=\"300\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/11\/Alain-Passard-AI-Art.png-240x300.png\" class=\"attachment-medium size-medium wp-image-7628\" alt=\"\" title=\"\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/11\/Alain-Passard-AI-Art.png-240x300.png 240w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/11\/Alain-Passard-AI-Art.png-10x12.png 10w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/11\/Alain-Passard-AI-Art.png.png 720w\" sizes=\"(max-width: 240px) 100vw, 240px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/yapay-zekanin-sanatcisi-kim-dijital-cagda-yaraticilik-ve-telif-haklari\/\" target=\"_self\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-screen-only\">Yapay Zekanin Sanatcisi Kim? Dijital Cagda Yaraticilik ve Telif Haklari<\/span>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zekanin-sanatcisi-kim-dijital-cagda-yaraticilik-ve-telif-haklari\/\" target=\"_self\">\n\t\t\t\tYapay Zekanin Sanatcisi Kim? Dijital Cagda Yaraticilik ve Telif Haklari\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\n\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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Yapay Zeka ve Veri Madencili\u011fi Yapay zeka nedir? Yapay Zeka (AI) bir yaz\u0131l\u0131m veya makine taraf\u0131ndan ger\u00e7ekle\u015ftirilen, insan zekas\u0131n\u0131n yapabildi\u011fi veya yapabilece\u011fi i\u015flemleri yerine getirmek&hellip;<\/p>","protected":false},"author":1,"featured_media":4514,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_customify_content_layout":"","_customify_sidebar":"","_customify_page_header_display":"default","_customify_disable_header":"","_customify_disable_header_top":"","_customify_disable_header_main":"","_customify_disable_header_bottom":"","_customify_disable_page_title":"","_customify_disable_content_vertical_padding":"","_customify_disable_footer_top":"","_customify_disable_footer_main":"","_customify_disable_footer_bottom":"","_customify_breadcrumb_display":"default","_customify_header_transparent_display":"","footnotes":""},"categories":[13],"tags":[17,7],"class_list":["post-4509","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-yapay-zeka","tag-yapay-zeka-arastirma"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/4509","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/comments?post=4509"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/4509\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/4514"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=4509"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=4509"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=4509"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}