{"id":6767,"date":"2024-06-24T05:48:47","date_gmt":"2024-06-24T05:48:47","guid":{"rendered":"https:\/\/aix.web.tr\/?p=6767"},"modified":"2024-06-25T04:30:53","modified_gmt":"2024-06-25T04:30:53","slug":"yapay-zeka-modeli-nedir","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/yapay-zeka-modeli-nedir\/","title":{"rendered":"Yapay Zeka Modeli Nedir?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6767\" class=\"elementor elementor-6767\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e8f821b elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e8f821b\" 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 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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-e00d1ee elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e00d1ee\" 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-7585315\" data-id=\"7585315\" 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-a5e3b26 elementor-widget elementor-widget-heading\" data-id=\"a5e3b26\" 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 Modeli Nedir?<\/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-e9f17fd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e9f17fd\" data-element_type=\"section\" data-e-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-a0cb65d\" data-id=\"a0cb65d\" 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-73220c7 elementor-widget elementor-widget-text-editor\" data-id=\"73220c7\" 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=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-fumkx-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-fumkx-1n7m0yu\"><div class=\"flex flex-col text-sm gizmo:pb-9 dark:bg-gray-800 gizmo:dark:bg-transparent\"><div class=\"w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 gizmo:py-2 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl } group final-completion\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full gap-3 gizmo:gap-0\"><div class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\" data-message-author-role=\"assistant\" data-message-id=\"fbaab8fa-3489-4c21-88b5-706277815ba2\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-atezo-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-atezo-1n7m0yu\"><div class=\"flex flex-col text-sm pb-9\"><div class=\"w-full text-token-text-primary\" dir=\"auto\" data-testid=\"conversation-turn-3\" data-scroll-anchor=\"true\"><div class=\"py-2 px-3 text-base md:px-4 m-auto md:px-5 lg:px-1 xl:px-5\"><div class=\"mx-auto flex flex-1 gap-3 text-base juice:gap-4 juice:md:gap-6 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem]\"><div class=\"relative flex w-full min-w-0 flex-col agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full\"><div class=\"min-h-[20px] text-message flex flex-col items-start whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto gap-3\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"bc7c50cf-2fb6-4b29-962b-4203960bcab2\"><div class=\"markdown prose w-full break-words dark:prose-invert light\"><p>Yapay zeka modeli, yeni verilere dayanarak bilin\u00e7li kararlar ve tahminler \u00fcretebilen algoritmalar kullanan bilgisayar programlar\u0131d\u0131r. Bu programlar, \u00f6\u011frenme, ak\u0131l y\u00fcr\u00fctme ve problem \u00e7\u00f6zme gibi genellikle insan zekas\u0131 gerektiren g\u00f6revleri, her durum i\u00e7in belirli talimatlar verilmeden yerine getirecek \u015fekilde tasarlanm\u0131\u015ft\u0131r.<\/p><p>Verileri anlama ve yorumlama konusundaki ola\u011fan\u00fcst\u00fc yetenekleri sayesinde yapay zeka modelleri, \u00fcretimden sa\u011fl\u0131k hizmetlerine kadar pek \u00e7ok alanda yenilik\u00e7i \u00e7\u00f6z\u00fcmler sunarak yapay zeka end\u00fcstrisinin temel ta\u015flar\u0131n\u0131 olu\u015fturur.<\/p><p>Yayg\u0131n Yapay Zeka Modeli T\u00fcrleri:<br \/>&#8211; B\u00fcy\u00fck dil modeli (LLM)<br \/>&#8211; Evri\u015fimsel sinir a\u011f\u0131 (CNN)<br \/>&#8211; Lojistik regresyon modeli<br \/>&#8211; Karar a\u011fac\u0131<br \/>&#8211; Destek vekt\u00f6r makinesi (SVM)<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/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-83bb6ea elementor-widget elementor-widget-image\" data-id=\"83bb6ea\" 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=\"843\" height=\"561\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/06\/Yapay-Zeka-Modeli-Nedir-1024x682.png\" class=\"attachment-large size-large wp-image-6768\" alt=\"Yapay Zeka Modeli Nedir?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/06\/Yapay-Zeka-Modeli-Nedir-1024x682.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/06\/Yapay-Zeka-Modeli-Nedir-300x200.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/06\/Yapay-Zeka-Modeli-Nedir-768x512.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/06\/Yapay-Zeka-Modeli-Nedir-18x12.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/06\/Yapay-Zeka-Modeli-Nedir.png 1060w\" 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 Modeli Nedir?<\/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-4925c57 elementor-widget elementor-widget-heading\" data-id=\"4925c57\" 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 Modeli Nedir?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95f1e4b elementor-widget elementor-widget-text-editor\" data-id=\"95f1e4b\" 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=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-pqbbi-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-pqbbi-1n7m0yu\"><div class=\"flex flex-col text-sm pb-9\"><div class=\"w-full text-token-text-primary\" data-testid=\"conversation-turn-3\"><div class=\"px-4 py-2 justify-center text-base md:gap-6 m-auto\"><div class=\"flex flex-1 text-base mx-auto gap-3 md:px-5 lg:px-1 xl:px-5 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem] group final-completion\"><div class=\"relative flex w-full flex-col agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full\"><div class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\" data-message-author-role=\"assistant\" data-message-id=\"4777d7fb-791d-4d2e-b46e-c2b1b47bd41c\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Yapay zeka modeli, b\u00fcy\u00fck veri k\u00fcmeleriyle e\u011fitilmi\u015f, insan m\u00fcdahalesi olmaks\u0131z\u0131n kal\u0131plar\u0131 tan\u0131yabilen ve tahminlerde bulunabilen bir bilgisayar program\u0131d\u0131r. ChatGPT ile sohbet ettiyseniz veya Netflix&#8217;in ne izleyece\u011finiz konusunda \u00f6nerilerini takip ettiyseniz, bir yapay zeka modeliyle etkile\u015fimde bulundunuz demektir.<\/p><p>\u00c7o\u011fu bilgisayar program\u0131 belirli g\u00f6revleri yerine getirmek i\u00e7in kesin talimatlara ihtiya\u00e7 duyarken, yapay zeka modelleri aritmetik, tekrarlama ve karar verme s\u00fcre\u00e7lerini kullanarak girdileri \u00e7\u0131kt\u0131lara d\u00f6n\u00fc\u015ft\u00fcren algoritmalara dayan\u0131r. Yapay zeka m\u00fchendisi ve kurumsal hediye paketi \u015firketi Giftpack&#8217;in kurucusu Archer Chiang&#8217;a g\u00f6re, algoritmalar yapay zeka modellerine ba\u011f\u0131ms\u0131z d\u00fc\u015f\u00fcnme, hareket etme ve \u00f6\u011frenme yetene\u011fi kazand\u0131r\u0131r. Bu sayede, do\u011fal dil i\u015fleme ve bilgisayar g\u00f6r\u00fcs\u00fc gibi karma\u015f\u0131k ve dinamik sorunlar\u0131 geleneksel programlardan daha etkili bir \u015fekilde \u00e7\u00f6zebilirler.<\/p><p>Yapay zeka modelleri \u00e7e\u015fitli \u015fekil ve boyutlarda mevcuttur ve kulland\u0131klar\u0131 veriler ile karar verme mant\u0131klar\u0131na g\u00f6re farkl\u0131 yeteneklere sahiptir. \u00d6rne\u011fin, b\u00fcy\u00fck dil modelleri (LLM&#8217;ler), b\u00fcy\u00fck miktarda metin verisini i\u015fleyerek insan benzeri yan\u0131tlar olu\u015fturur ve dil ile ilgili \u00e7e\u015fitli g\u00f6revlerde yard\u0131mc\u0131 olur. Evri\u015fimli sinir a\u011flar\u0131 (CNN&#8217;ler) ise g\u00f6r\u00fcnt\u00fclerden belirgin desenler ve \u00f6zellikler \u00e7\u0131karma konusunda uzman olup genellikle g\u00f6r\u00fcnt\u00fc tan\u0131ma g\u00f6revlerinde kullan\u0131l\u0131r.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/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-f41c265 elementor-widget elementor-widget-heading\" data-id=\"f41c265\" 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 Modelleri ve Makine \u00d6\u011frenimi Modelleri\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-711ffc2 elementor-widget elementor-widget-text-editor\" data-id=\"711ffc2\" 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=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-pqbbi-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-pqbbi-1n7m0yu\"><div class=\"flex flex-col text-sm pb-9\"><div class=\"w-full text-token-text-primary\" data-testid=\"conversation-turn-3\"><div class=\"px-4 py-2 justify-center text-base md:gap-6 m-auto\"><div class=\"flex flex-1 text-base mx-auto gap-3 md:px-5 lg:px-1 xl:px-5 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem] group final-completion\"><div class=\"relative flex w-full flex-col agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full\"><div class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\" data-message-author-role=\"assistant\" data-message-id=\"95f2b84d-b38d-4e42-8cd3-bd055227cce9\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>G\u00fcn\u00fcm\u00fczde yapay zeka modelleri denildi\u011finde genellikle makine \u00f6\u011frenimi (ML) veya derin \u00f6\u011frenme (DL) modelleri akla gelir.<\/p><h3><strong>Makine \u00d6\u011frenimi (ML) Modelleri<\/strong><\/h3><p>Makine \u00f6\u011frenimi, bilgisayarlar\u0131n a\u00e7\u0131k\u00e7a programlanmadan, verilerden \u00f6\u011frenerek kararlar ve tahminler yapabilmesini sa\u011flayan yapay zekan\u0131n bir alt dal\u0131d\u0131r. Bu modeller, ge\u00e7mi\u015f verilerdeki kal\u0131plar\u0131 tan\u0131mlayan algoritmalar kullanarak yeni veriler hakk\u0131nda \u00e7\u0131kar\u0131mlar yapabilir ve zamanla performanslar\u0131n\u0131 geli\u015ftirebilir.<\/p><p><strong>\u00d6rnekler:<\/strong> Karar a\u011fa\u00e7lar\u0131, rastgele ormanlar, do\u011frusal regresyon ve lojistik regresyon modelleri.<\/p><h3><strong>Derin \u00d6\u011frenme (DL) Modelleri<\/strong><\/h3><p>Derin \u00f6\u011frenme, sinir a\u011flar\u0131 ad\u0131 verilen \u00e7ok katmanl\u0131 algoritmalar kullanarak insan beynini taklit etmeye \u00e7al\u0131\u015fan makine \u00f6\u011freniminin bir alt dal\u0131d\u0131r. DL modelleri, b\u00fcy\u00fck miktarda yap\u0131land\u0131r\u0131lmam\u0131\u015f veri i\u00e7indeki ili\u015fkileri ve kal\u0131plar\u0131 tan\u0131yarak g\u00f6r\u00fcnt\u00fc ve konu\u015fma tan\u0131ma gibi karma\u015f\u0131k g\u00f6revleri yerine getirebilir.<\/p><p><strong>\u00d6rnekler:<\/strong> B\u00fcy\u00fck dil modelleri, evri\u015fimli sinir a\u011flar\u0131 (CNN) ve \u00fcretken \u00e7eki\u015fmeli a\u011flar (GAN).<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/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-ccfd0d3 elementor-widget elementor-widget-heading\" data-id=\"ccfd0d3\" 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 Modelleri Nas\u0131l \u00c7al\u0131\u015f\u0131r?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb59ac8 elementor-widget elementor-widget-text-editor\" data-id=\"bb59ac8\" 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=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-pqbbi-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-pqbbi-1n7m0yu\"><div class=\"flex flex-col text-sm pb-9\"><div class=\"w-full text-token-text-primary\" data-testid=\"conversation-turn-3\"><div class=\"px-4 py-2 justify-center text-base md:gap-6 m-auto\"><div class=\"flex flex-1 text-base mx-auto gap-3 md:px-5 lg:px-1 xl:px-5 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem] group final-completion\"><div class=\"relative flex w-full flex-col agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full\"><div class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\" data-message-author-role=\"assistant\" data-message-id=\"95f2b84d-b38d-4e42-8cd3-bd055227cce9\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Yapay zeka modelleri, veri analizine dayal\u0131 olarak kal\u0131plar\u0131 ve korelasyonlar\u0131 belirlemek i\u00e7in algoritmalar ve istatistiksel y\u00f6ntemler kullan\u0131r ve bu bilgileri sonu\u00e7lar \u00e7\u0131karmak ve bilin\u00e7li kararlar almak i\u00e7in de\u011ferlendirir. Bu s\u00fcre\u00e7 \u00fc\u00e7 ana a\u015famadan olu\u015fur:<\/p><h3><strong>1. Veri Toplama ve \u0130\u015fleme<\/strong><\/h3><p>\u0130lk a\u015fama, modelin amac\u0131na uygun geni\u015f bir veri k\u00fcmesinin toplanmas\u0131yla ba\u015flar. \u00d6rne\u011fin, k\u00f6pek resimlerini tan\u0131mas\u0131 istenen bir modele, farkl\u0131 hayvanlarla birlikte binlerce k\u00f6pek resmi sa\u011flanmal\u0131d\u0131r. Bu veriler a\u00e7\u0131k kaynaklardan, internetten veya \u00f6zel kaynaklardan temin edilebilir. \u015eirketler ayr\u0131ca kendi \u00f6zel verilerini de kullanabilirler.<\/p><p>Toplanan veriler, kullan\u0131labilir hale getirilmek \u00fczere temizlenir. Bu, hatalar\u0131n veya tutars\u0131zl\u0131klar\u0131n d\u00fczeltilmesini, yinelenen verilerin kald\u0131r\u0131lmas\u0131n\u0131, eksik de\u011ferlerin doldurulmas\u0131n\u0131 ve veri giri\u015flerinin standart hale getirilmesini i\u00e7erir.<\/p><p>Carnegie Mellon \u00dcniversitesi bilgisayar bilimleri profes\u00f6r\u00fc ve DataChat \u015firketinin kurucusu Jignesh Patel, veri kalitesinin, modelin do\u011frulu\u011funu ve g\u00fcvenilirli\u011fini do\u011frudan etkiledi\u011fi i\u00e7in yapay zeka geli\u015ftirme s\u00fcrecinin en kritik a\u015famas\u0131 oldu\u011funu belirtiyor. &#8220;Y\u00fcksek kaliteli veriler, bu modellerin do\u011fru yan\u0131tlar vermesini sa\u011flamak i\u00e7in \u00e7ok \u00f6nemlidir.&#8221;<\/p><p>D\u00fc\u015f\u00fck kaliteli veriler ise bir yapay zeka modelini olumsuz etkileyebilir. Veri y\u00f6netimi \u015firketi Confluent&#8217;in teknoloji ba\u015fkan\u0131 Andrew Sellers, &#8220;[AI modelleri] i\u00e7eri giren verilerin bir yans\u0131mas\u0131d\u0131r,&#8221; diyor. &#8220;Bir modeli \u00f6nyarg\u0131l\u0131 verilerle e\u011fitirseniz, modelin tahminleri de \u00f6nyarg\u0131l\u0131 olacakt\u0131r.&#8221;<\/p><h3><strong>2. E\u011fitim<\/strong><\/h3><p>Sonraki a\u015fama, yapay zeka modelinin e\u011fitilmesidir. Bu, toplanan ve i\u015flenen verilerin modele beslenmesini, test edilmesini ve sonu\u00e7lar\u0131n de\u011ferlendirilmesini i\u00e7erir. E\u011fitim \u00fc\u00e7 \u015fekilde yap\u0131labilir:<\/p><p>Denetimli \u00d6\u011frenme: Model, etiketli veriler \u00fczerinde e\u011fitilir ve istenen \u00e7\u0131kt\u0131lar belirtilir. \u00d6rne\u011fin, bir model, &#8220;kedi&#8221; veya &#8220;k\u00f6pek&#8221; olarak etiketlenmi\u015f g\u00f6r\u00fcnt\u00fclerle e\u011fitilerek bu hayvanlar\u0131 ay\u0131rt etmeyi \u00f6\u011frenir.<br \/>Denetimsiz \u00d6\u011frenme: Model, etiketli verilere eri\u015fim olmadan, verilerdeki ba\u011flant\u0131lar\u0131 ve e\u011filimleri kendi ba\u015f\u0131na tan\u0131mlar. \u00d6rne\u011fin, bir model, m\u00fc\u015fteri al\u0131\u015fveri\u015f davran\u0131\u015f\u0131n\u0131 analiz ederek bir sonraki ad\u0131mda ne sat\u0131n al\u0131naca\u011f\u0131n\u0131 tahmin edebilir.<br \/>Takviyeli \u00d6\u011frenme: Model, \u00e7evresiyle etkile\u015fime girerek, do\u011fru \u00e7\u0131kt\u0131lar i\u00e7in \u00f6d\u00fcller ve yanl\u0131\u015f \u00e7\u0131kt\u0131lar i\u00e7in cezalar alarak \u00f6\u011frenir. Yapay zeka ara\u015ft\u0131rmac\u0131s\u0131 ve Vela Partners&#8217;\u0131n genel orta\u011f\u0131 Yi\u011fit Ihlamur, &#8220;Kurallar hakk\u0131nda bilgi vermiyorsunuz, sadece bir ama\u00e7 belirliyorsunuz,&#8221; diyor. \u00d6rne\u011fin, bir oyunu kazanmas\u0131 gereken bir yapay zeka modelinin, deneme yan\u0131lma yoluyla kurallar\u0131 anlamas\u0131 ve stratejilerini geli\u015ftirmesi gerekir.<br \/>E\u011fitim s\u0131ras\u0131nda, geli\u015ftiriciler modelin dahili parametrelerini ayarlar (bu i\u015flem a\u011f\u0131rl\u0131k ayar\u0131 olarak da bilinir) ve model yeterince do\u011fru sonu\u00e7lar verene kadar bu s\u00fcre\u00e7 tekrarlan\u0131r. Model e\u011fitildikten sonra, yeni verilere dayal\u0131 olarak tahminler yapabilir ve kararlar alabilir.<\/p><h3><strong>3. \u0130zleme ve Bak\u0131m<\/strong><\/h3><p>Yapay zeka modeli da\u011f\u0131t\u0131ld\u0131ktan sonra performans\u0131 s\u00fcrekli izlenir ve g\u00fcncellenir. Sellers, modellerin \u00f6nceki g\u00f6revlerde \u00f6\u011frendiklerini kullanarak, bir \u00e7\u0131kt\u0131n\u0131n modele geri beslenmesiyle s\u00fcrekli \u00f6\u011frenmeye devam edebilece\u011fini belirtiyor. &#8220;Olu\u015fturulan veriler, sonraki \u00e7al\u0131\u015ft\u0131rmalarda modelin \u00f6\u011frenmesini destekler ve bir t\u00fcr &#8216;erdemli geri bildirim d\u00f6ng\u00fcs\u00fc&#8217; olu\u015fturur.&#8221;<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/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-9f72dfa elementor-widget elementor-widget-heading\" data-id=\"9f72dfa\" 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\">9 Yayg\u0131n Yapay Zeka Modeli T\u00fcr\u00fc (Kullan\u0131m Durumlar\u0131yla)\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e62b911 elementor-widget elementor-widget-text-editor\" data-id=\"e62b911\" 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=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-pqbbi-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-pqbbi-1n7m0yu\"><div class=\"flex flex-col text-sm pb-9\"><div class=\"w-full text-token-text-primary\" data-testid=\"conversation-turn-3\"><div class=\"px-4 py-2 justify-center text-base md:gap-6 m-auto\"><div class=\"flex flex-1 text-base mx-auto gap-3 md:px-5 lg:px-1 xl:px-5 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem] group final-completion\"><div class=\"relative flex w-full flex-col agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full\"><div class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\" data-message-author-role=\"assistant\" data-message-id=\"95f2b84d-b38d-4e42-8cd3-bd055227cce9\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>\u0130\u015fte en yayg\u0131n yapay zeka modelleri ve bunlar\u0131n g\u00fcn\u00fcm\u00fczde nas\u0131l kullan\u0131ld\u0131klar\u0131:<\/p><h3><strong>1. B\u00fcy\u00fck Dil Modelleri (LLM&#8217;ler)<\/strong><\/h3><p>B\u00fcy\u00fck dil modelleri, insan benzeri metinler olu\u015fturmak i\u00e7in kullan\u0131l\u0131r. Bu modeller, dil yap\u0131s\u0131n\u0131, dilbilgisini ve kal\u0131plar\u0131 \u00f6\u011frenmek amac\u0131yla geni\u015f veri k\u00fcmeleri \u00fczerinde e\u011fitilir. B\u00f6ylece, verilen ba\u011flama g\u00f6re bir sonraki kelimeyi veya kelime dizisini tahmin edebilirler. Dilin anlam\u0131n\u0131 ve n\u00fcanslar\u0131n\u0131 kavrama yetenekleri, metin olu\u015fturma, dil \u00e7evirisi ve i\u00e7erik \u00f6zetleme gibi g\u00f6revlerde ba\u015far\u0131l\u0131 olmalar\u0131n\u0131 sa\u011flar ve bu da onlar\u0131 \u00fcretken yapay zeka alan\u0131n\u0131n \u00f6nemli bir par\u00e7as\u0131 yapar.<\/p><p><strong>Kullan\u0131m \u00d6rne\u011fi:<\/strong> GPT-4, Claude, Gemini ve Mistral Large gibi LLM&#8217;ler, pop\u00fcler AI sohbet robotlar\u0131na g\u00fc\u00e7 vererek, kullan\u0131c\u0131larla do\u011fal konu\u015fmalar yapma, \u015fiir yazma, kod d\u00fczenleme ve daha bir\u00e7ok g\u00f6revde kullan\u0131lmaktad\u0131r.<\/p><h3><strong>2. Evri\u015fimsel Sinir A\u011flar\u0131 (CNN&#8217;ler)<\/strong><\/h3><p>Evri\u015fimsel sinir a\u011flar\u0131, g\u00f6rsel verileri i\u015flemek ve analiz etmek i\u00e7in kullan\u0131l\u0131r. CNN&#8217;ler, girdi g\u00f6r\u00fcnt\u00fclerinden kenarlar, dokular, renkler ve \u015fekiller gibi \u00f6nemli \u00f6zellikleri \u00e7\u0131karan bir\u00e7ok katmana sahiptir. Bu s\u00fcre\u00e7, modelin resmin daha b\u00fcy\u00fck ve anlaml\u0131 k\u0131s\u0131mlar\u0131na odaklanarak resmin ne oldu\u011funu belirleyene kadar devam eder.<\/p><p><strong>Kullan\u0131m \u00d6rne\u011fi:<\/strong> CNN&#8217;ler, y\u00fcz tan\u0131ma sistemlerinde kullan\u0131l\u0131r ve g\u00f6r\u00fcnt\u00fclerden veya video karelerinden al\u0131nan y\u00fcz \u00f6zelliklerine g\u00f6re ki\u015filerin do\u011frulanmas\u0131na veya tan\u0131mlanmas\u0131na yard\u0131mc\u0131 olur. G\u00fcvenli konumlara giri\u015f izni verme ve ak\u0131ll\u0131 telefonlar\u0131n kilidini a\u00e7ma gibi i\u015flevlerde kullan\u0131labilirler.<\/p><h3><strong>3. Tekrarlayan Sinir A\u011flar\u0131 (RNN&#8217;ler)<\/strong><\/h3><p>Tekrarlayan sinir a\u011flar\u0131, s\u0131ral\u0131 verileri i\u015flemek i\u00e7in kullan\u0131l\u0131r. RNN&#8217;ler, \u00f6nceki giri\u015flerden gelen bilgileri tutabilen d\u00f6ng\u00fcler i\u00e7erir, bu da onlar\u0131 dil modelleme, konu\u015fma tan\u0131ma ve tahmin gibi g\u00f6revlerde \u00f6zellikle iyi yapar. Veri noktalar\u0131n\u0131n s\u0131ras\u0131 ve aralar\u0131ndaki ili\u015fkileri anlamak, do\u011fru tahminler i\u00e7in kritiktir.<\/p><p><strong>Kullan\u0131m \u00d6rne\u011fi:<\/strong> RNN&#8217;ler, hisse senedi fiyatlar\u0131ndaki gelecekteki dalgalanmalar\u0131 tahmin etmek i\u00e7in ge\u00e7mi\u015f mali verileri analiz edebilir. Bu, yat\u0131r\u0131mc\u0131lar\u0131n ve finansal analistlerin daha bilin\u00e7li kararlar almas\u0131na yard\u0131mc\u0131 olur.<\/p><h3><strong>4. \u00dcretken Rekabet A\u011flar\u0131 (GAN&#8217;lar)<\/strong><\/h3><p>\u00dcretken \u00e7eki\u015fmeli a\u011flar, iki rakip sinir a\u011f\u0131na sahip derin \u00f6\u011frenme modelleridir: \u00fcretici ve ay\u0131rt edici. \u00dcretici, ger\u00e7ek verilere benzeyen sahte \u00e7\u0131kt\u0131lar \u00fcretirken, ay\u0131rt edici bu yapay verileri ger\u00e7ek verilerden ay\u0131rt etmeye \u00e7al\u0131\u015f\u0131r. Bu s\u00fcre\u00e7, y\u00fcksek kaliteli sentetik verilerin olu\u015fturulmas\u0131n\u0131 sa\u011flar.<\/p><p><strong>Kullan\u0131m \u00d6rne\u011fi:<\/strong> GAN&#8217;lar, deepfake olarak bilinen ve sahnelerde oyuncular\u0131n y\u00fczlerini de\u011fi\u015ftirmek veya oyuncular\u0131n g\u00f6r\u00fcn\u00fcm\u00fcn\u00fc ve ya\u015f\u0131n\u0131 de\u011fi\u015ftirmek i\u00e7in kullan\u0131lan yapay g\u00f6rsel medya olu\u015fturmak i\u00e7in kullan\u0131l\u0131r.<\/p><h3><strong>5. Lojistik Regresyon Modelleri<\/strong><\/h3><p>Lojistik regresyon modelleri, ikili s\u0131n\u0131fland\u0131rma g\u00f6revlerinde kullan\u0131l\u0131r. Bu modeller, bir dizi ba\u011f\u0131ms\u0131z de\u011fi\u015fkene dayanarak iki olas\u0131 sonu\u00e7tan birinin olas\u0131l\u0131\u011f\u0131n\u0131 tahmin eder.<\/p><p><strong>Kullan\u0131m \u00d6rne\u011fi:<\/strong> Bankac\u0131l\u0131kta, lojistik regresyon modelleri hileli i\u015flemleri tespit etmek i\u00e7in kullan\u0131l\u0131r. \u0130\u015flem miktar\u0131, konumu ve s\u0131kl\u0131\u011f\u0131 gibi verileri analiz ederek, finansal kurulu\u015flar\u0131n \u015f\u00fcpheli etkinlikleri i\u015faretlemesine yard\u0131mc\u0131 olur.<\/p><h3><strong>6. Do\u011frusal Regresyon Modelleri<\/strong><\/h3><p>Do\u011frusal regresyon modelleri, belirli ba\u011f\u0131ms\u0131z de\u011fi\u015fkenlere dayal\u0131 olarak ba\u011f\u0131ml\u0131 bir de\u011fi\u015fkenin de\u011ferini tahmin etmek i\u00e7in kullan\u0131l\u0131r. Bu modeller, girdi verileri aras\u0131nda bir ili\u015fki kurarak \u00e7\u0131kt\u0131 de\u011ferini tahmin eder.<\/p><p><strong>Kullan\u0131m \u00d6rne\u011fi:<\/strong> Gayrimenkul sekt\u00f6r\u00fcnde, metrekare, konum ve ya\u015f gibi fakt\u00f6rlere dayal\u0131 olarak bir evin fiyat\u0131n\u0131 tahmin etmek i\u00e7in do\u011frusal regresyon modelleri kullan\u0131l\u0131r.<\/p><h3><strong>7. Karar A\u011fa\u00e7lar\u0131<\/strong><\/h3><p>Karar a\u011fa\u00e7lar\u0131, verileri k\u00fc\u00e7\u00fck gruplar halinde d\u00fczenlemek ve bu gruplar\u0131 sonu\u00e7lar\u0131 tahmin etmek i\u00e7in kullan\u0131r. A\u011fa\u00e7taki her d\u00fc\u011f\u00fcm bir \u00f6zelli\u011fi, dallar ise kararlar\u0131 temsil eder.<\/p><p><strong>Kullan\u0131m \u00d6rne\u011fi:<\/strong> Karar a\u011fa\u00e7lar\u0131, \u015firketlerin pazar e\u011filimlerini, m\u00fc\u015fteri tercihlerini ve rakiplerin tekliflerini analiz ederek kararlar\u0131 basit ad\u0131mlara ay\u0131rmas\u0131na yard\u0131mc\u0131 olur.<\/p><h3><strong>8. Rastgele Ormanlar<\/strong><\/h3><p>Rastgele ormanlar, birden fazla karar a\u011fac\u0131n\u0131 birle\u015ftirerek daha do\u011fru tahminler yapar. Ormandaki her a\u011fa\u00e7, rastgele bir \u00f6zellik alt k\u00fcmesi kullanarak sonuca var\u0131r ve t\u00fcm a\u011fa\u00e7lar\u0131n kararlar\u0131 bir araya getirilerek ortalamas\u0131 al\u0131n\u0131r.<\/p><p><strong>Kullan\u0131m \u00d6rne\u011fi:<\/strong> Bankac\u0131l\u0131kta, kredi ge\u00e7mi\u015fi, gelir d\u00fczeyleri ve di\u011fer fakt\u00f6rler dikkate al\u0131narak hangi m\u00fc\u015fterilerin bor\u00e7lar\u0131n\u0131 zaman\u0131nda geri \u00f6deyece\u011fini tahmin etmek i\u00e7in rastgele ormanlar kullan\u0131l\u0131r.<\/p><h3><strong>9. Destek Vekt\u00f6r Makineleri (SVM&#8217;ler)<\/strong><\/h3><p>Destek vekt\u00f6r makineleri, verileri iki gruptan birine ay\u0131rmak i\u00e7in ikili s\u0131n\u0131fland\u0131rma ve regresyon problemlerini \u00e7\u00f6zer. Verileri ay\u0131ran bir \u00e7izgi (hiperd\u00fczlem) olu\u015fturarak \u00e7al\u0131\u015f\u0131r ve veri s\u0131n\u0131flar\u0131 aras\u0131ndaki mesafeyi en \u00fcst d\u00fczeye \u00e7\u0131kar\u0131r.<\/p><p><strong>Kullan\u0131m \u00d6rne\u011fi:<\/strong> SVM&#8217;ler, biyometrik tan\u0131mlama sistemlerinde, ses, y\u00fcz, parmak izi, el yaz\u0131s\u0131 ve y\u00fcr\u00fcy\u00fc\u015f gibi \u00f6zelliklere dayal\u0131 olarak insanlar\u0131n kimliklerini belirlemek i\u00e7in kullan\u0131l\u0131r.<\/p><p>Hi\u00e7bir yapay zeka modelinin m\u00fckemmel olmad\u0131\u011f\u0131n\u0131 ve her birinin hatalar yapabilece\u011fini unutmamak \u00f6nemlidir. Ayr\u0131ca, ald\u0131klar\u0131 kararlar\u0131n nedenini tam olarak anlamak her zaman m\u00fcmk\u00fcn olmayabilir.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/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-47fcc8a elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"47fcc8a\" 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-d1b0bbf\" data-id=\"d1b0bbf\" 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-f297f2d elementor-widget elementor-widget-image\" data-id=\"f297f2d\" 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-fa5479b elementor-widget elementor-widget-heading\" data-id=\"fa5479b\" 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\/\">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-a949e14 elementor-widget elementor-widget-heading\" data-id=\"a949e14\" 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-e1bd976 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"e1bd976\" 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-ab44f1c\" data-id=\"ab44f1c\" 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-ef3be54 elementor-widget elementor-widget-heading\" data-id=\"ef3be54\" 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-ccfaed1 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"ccfaed1\" 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=\"6767\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"152\">\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\/gorunmeyen-asistanlarimiz-yapay-zeka-evimize-ve-isimize-nasil-sizdi\/\" target=\"_self\">\n\t\t\t\tG\u00f6r\u00fcnmeyen Asistanlar\u0131m\u0131z Yapay Zeka Evimize ve \u0130\u015fimize Nas\u0131l S\u0131zd\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=\"152\">\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\/openai-1-25-trilyon-dolar-degerleme-ve-30-milyar-dolarlik-yeni-yatirim\/\" target=\"_self\">\n\t\t\t\tOpenAI 1.25 Trilyon Dolar De\u011ferleme ve 30 Milyar Dolarl\u0131k Yeni Yat\u0131r\u0131m\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=\"152\">\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-dedektifleri-makineler-gorsellerin-arkasindaki-hikayeyi-nasil-cozuyor\/\" target=\"_self\">\n\t\t\t\tYapay Zeka Dedektifleri: Makineler G\u00f6rsellerin Arkas\u0131ndaki Hikayeyi Nas\u0131l \u00c7\u00f6z\u00fcyor?\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 Modeli Nedir? Yapay zeka modeli, yeni verilere dayanarak bilin\u00e7li kararlar ve tahminler \u00fcretebilen algoritmalar kullanan bilgisayar programlar\u0131d\u0131r. Bu programlar, \u00f6\u011frenme, ak\u0131l y\u00fcr\u00fctme ve&hellip;<\/p>","protected":false},"author":1,"featured_media":6768,"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":[17,166],"class_list":["post-6767","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-yapay-zeka","tag-yapay-zeka-modeli"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6767","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=6767"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6767\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/6768"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=6767"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=6767"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=6767"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}