{"id":289793,"date":"2024-02-14T15:24:41","date_gmt":"2024-02-14T22:24:41","guid":{"rendered":"https:\/\/barrazacarlos.com\/makine-ile-ogrenmenin-avantajlari-ve-dezavantajlari\/"},"modified":"2024-02-14T15:24:44","modified_gmt":"2024-02-14T22:24:44","slug":"makine-ile-ogrenmenin-avantajlari-ve-dezavantajlari","status":"publish","type":"post","link":"https:\/\/barrazacarlos.com\/tr\/makine-ile-ogrenmenin-avantajlari-ve-dezavantajlari\/","title":{"rendered":"11 Makine \u00d6\u011freniminin Avantaj ve Dezavantajlar\u0131"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"289793\" class=\"elementor elementor-289793 elementor-232508\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a3954ae elementor-section-height-min-height elementor-section-content-bottom elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"a3954ae\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-12cbbd1c\" data-id=\"12cbbd1c\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-35f36828 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"35f36828\" 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-50 elementor-inner-column elementor-element elementor-element-72223be9\" data-id=\"72223be9\" 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-58b5beaf elementor-widget elementor-widget-heading\" data-id=\"58b5beaf\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;,&quot;_animation_delay&quot;:&quot;800&quot;}\" 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\">11 Makine \u00d6\u011freniminin Avantaj ve Dezavantajlar\u0131<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a2695ab elementor-widget elementor-widget-text-editor\" data-id=\"3a2695ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Makine \u00f6\u011frenimi, analitik model olu\u015fturmay\u0131 otomatikle\u015ftiren bir veri analizi y\u00f6ntemidir.<\/p>\n<p>Sistemlerin verilerden \u00f6\u011frenebilece\u011fi, kal\u0131plar\u0131 belirleyebilece\u011fi ve minimum insan m\u00fcdahalesi ile karar verebilece\u011fi fikrine dayanan bir yapay zeka dal\u0131d\u0131r.<\/p>\n<p>  Bu makalede, makine \u00f6\u011freniminin avantajlar\u0131n\u0131 ve dezavantajlar\u0131n\u0131 tart\u0131\u015faca\u011f\u0131z.<\/p>\n<p>Verimlili\u011fi ve otomasyonu nas\u0131l art\u0131rabilece\u011fini, karar verme yeteneklerini nas\u0131l geli\u015ftirebilece\u011fini, b\u00fcy\u00fck miktarda veriyi nas\u0131l i\u015fleyebilece\u011fini ve potansiyel olarak maliyetleri nas\u0131l azaltabilece\u011fini ke\u015ffedece\u011fiz.<\/p>\n<p>Ayr\u0131ca y\u00fcksek uygulama maliyeti, veri kalitesine ba\u011f\u0131ml\u0131l\u0131k ve potansiyel \u00f6nyarg\u0131lar gibi potansiyel dezavantajlar\u0131 da inceleyece\u011fiz.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4f4b29cd\" data-id=\"4f4b29cd\" 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-13fca171 elementor-widget elementor-widget-image\" data-id=\"13fca171\" 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 fetchpriority=\"high\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/barrazacarlos.com\/wp-content\/uploads\/2023\/02\/Advantages-and-Disadvantages-of-Machine-Learning.webp\" class=\"attachment-full size-full wp-image-289795\" alt=\"\" srcset=\"https:\/\/barrazacarlos.com\/wp-content\/uploads\/2023\/02\/Advantages-and-Disadvantages-of-Machine-Learning.webp 1280w, https:\/\/barrazacarlos.com\/wp-content\/uploads\/2023\/02\/Advantages-and-Disadvantages-of-Machine-Learning-300x169.webp 300w, https:\/\/barrazacarlos.com\/wp-content\/uploads\/2023\/02\/Advantages-and-Disadvantages-of-Machine-Learning-1024x576.webp 1024w, https:\/\/barrazacarlos.com\/wp-content\/uploads\/2023\/02\/Advantages-and-Disadvantages-of-Machine-Learning-768x432.webp 768w, https:\/\/barrazacarlos.com\/wp-content\/uploads\/2023\/02\/Advantages-and-Disadvantages-of-Machine-Learning-150x84.webp 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" 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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-10b20b36 elementor-widget elementor-widget-heading\" data-id=\"10b20b36\" 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<span class=\"elementor-heading-title elementor-size-default\">Taraf\u0131ndan yaz\u0131ld\u0131<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2eca40be elementor-align-left elementor-widget elementor-widget-post-info\" data-id=\"2eca40be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-ef43aea elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t\t\t\tRedaction Team\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-476dca5 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>\u015eubat 14, 2024<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6cd9597 elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<a href=\"https:\/\/barrazacarlos.com\/tr\/category\/girisimcilik\/\" class=\"elementor-post-info__terms-list-item\">Giri\u015fimcilik<\/a>, <a href=\"https:\/\/barrazacarlos.com\/tr\/category\/girisimcilik\/is-teknolojisi\/\" class=\"elementor-post-info__terms-list-item\">\u0130\u015f Teknolojisi<\/a>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-736f013b elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"736f013b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h2&quot;],&quot;exclude_headings_by_selector&quot;:[],&quot;collapse_subitems&quot;:&quot;yes&quot;,&quot;marker_view&quot;:&quot;numbers&quot;,&quot;no_headings_message&quot;:&quot;No headings were found on this page.&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t\t\t\t<div class=\"elementor-toc__header-title\">\n\t\t\t\t\u0130\u00e7indekiler\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__736f013b\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__736f013b\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__736f013b\" class=\"elementor-toc__body elementor-toc__list-items--collapsible\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<svg class=\"elementor-toc__spinner eicon-animation-spin e-font-icon-svg e-eicon-loading\" aria-hidden=\"true\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M500 975V858C696 858 858 696 858 500S696 142 500 142 142 304 142 500H25C25 237 238 25 500 25S975 237 975 500 763 975 500 975Z\"><\/path><\/svg>\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-7235b339 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7235b339\" 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-100 elementor-inner-column elementor-element elementor-element-26bc8ea\" data-id=\"26bc8ea\" 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-7810dead elementor-widget elementor-widget-heading\" data-id=\"7810dead\" 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\">Makine \u00d6\u011frenimi nas\u0131l \u00e7al\u0131\u015f\u0131r?<\/h2>\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 class=\"elementor-element elementor-element-6b647fb2 elementor-widget elementor-widget-text-editor\" data-id=\"6b647fb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Makine \u00d6\u011frenimi, b\u00fcy\u00fck hacimli verilerden \u00f6\u011frenmek i\u00e7in bilgisayarlar\u0131 kullanmam\u0131z\u0131 sa\u011flayan bir s\u00fcre\u00e7tir.<\/p>\n<p>Kendisine verilen verilere dayal\u0131 bir \u00f6\u011frenme modeli olu\u015fturarak \u00e7al\u0131\u015f\u0131r.<\/p>\n<p>Bilgisayar daha sonra \u00f6\u011frendiklerine dayanarak yeni veriler hakk\u0131nda tahminlerde bulunur ve kararlar al\u0131r.<\/p>\n<p>Bu s\u00fcre\u00e7 finans, sa\u011fl\u0131k ve pazarlama gibi bir\u00e7ok farkl\u0131 alanda daha iyi kararlar al\u0131nmas\u0131na veya tahminlerde bulunulmas\u0131na yard\u0131mc\u0131 olmak i\u00e7in kullan\u0131labilir.  <\/p>\n<p>Makine \u00d6\u011frenimi dilleri, b\u00fcy\u00fck hacimli verilerdeki e\u011filimleri ve kal\u0131plar\u0131 belirleyebilir ve yeni bilgiler elde edildik\u00e7e modellerini ayarlayabilir.  <\/p>\n<p><a href=\"https:\/\/barrazacarlos.com\/ai-tools-for-entrepreneurs\/\">Giri\u015fimciler i\u00e7in en iyi yapay zeka ara\u00e7lar\u0131<\/a> makine \u00f6\u011frenimini uyguluyor.<\/p>\n<p>Bu, makine \u00f6\u011frenimi modellerinin daha fazla veriyle zaman i\u00e7inde performanslar\u0131n\u0131 s\u00fcrekli olarak art\u0131rabilece\u011fi ve her zamankinden daha do\u011fru tahminler veya kararlar verebilecekleri anlam\u0131na gelir.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-26b5a3c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"26b5a3c\" 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-100 elementor-inner-column elementor-element elementor-element-dd29e04\" data-id=\"dd29e04\" 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-6e12e12 elementor-widget elementor-widget-heading\" data-id=\"6e12e12\" 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\">Makine \u00d6\u011freniminin Avantajlar\u0131<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-350471a3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"350471a3\" 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-100 elementor-inner-column elementor-element elementor-element-54c058fc\" data-id=\"54c058fc\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-61e202a0 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"61e202a0\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Artan verimlilik ve otomasyon<\/b>: Makine \u00f6\u011frenimi teknolojisi, y\u00fcksek miktardaki verileri h\u0131zl\u0131 ve verimli bir \u015fekilde i\u015fleyerek daha h\u0131zl\u0131 ve daha do\u011fru kararlar al\u0131nmas\u0131n\u0131 sa\u011flayabilir. Bu, i\u015fletmeler i\u00e7in \u00fcretkenli\u011fin artmas\u0131na ve maliyet tasarrufuna yol a\u00e7abilir.<\/span>\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\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Geli\u015ftirilmi\u015f karar verme yetenekleri<\/b>: Makine \u00f6\u011frenimi algoritmalar\u0131 kal\u0131plar\u0131 belirleyebilir ve ge\u00e7mi\u015f verilere dayal\u0131 tahminlerde bulunabilir; bu da kararlar\u0131n do\u011frulu\u011funu art\u0131rabilir ve insan g\u00f6zetimi ihtiyac\u0131n\u0131 azaltabilir.<\/span>\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\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>B\u00fcy\u00fck miktarda veriyi i\u015fleme yetene\u011fi<\/b>: Makine \u00f6\u011frenimi algoritmalar\u0131 b\u00fcy\u00fck miktarda veriyi i\u015fleyebilir ve analiz edebilir; bu da i\u015flenmesi gereken b\u00fcy\u00fck miktarda bilgiye sahip kurulu\u015flar i\u00e7in yararl\u0131 olabilir.<\/span>\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\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Maliyet tasarrufu potansiyeli<\/b>: Makine \u00f6\u011frenimi, s\u00fcre\u00e7leri otomatikle\u015ftirerek ve karar verme s\u00fcrecini iyile\u015ftirerek i\u015fletmeler i\u00e7in maliyet tasarrufu sa\u011flayabilir.<\/span>\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\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Kal\u0131plar\u0131 <b>tespit etme ve tahminlerde bulunma yetene\u011fi<\/b>: Makine \u00f6\u011frenimini kullanarak&nbsp;kal\u0131plar\u0131 belirleyebilir ve ge\u00e7mi\u015f verilere dayal\u0131 tahminlerde bulunabilir; bu da tahmin, anormallik tespiti ve verilerdeki kal\u0131plar\u0131n tan\u0131mlanmas\u0131n\u0131 gerektiren di\u011fer g\u00f6revler i\u00e7in yararl\u0131 olabilir.<\/span>\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-inner-section elementor-element elementor-element-84ecee7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"84ecee7\" 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-100 elementor-inner-column elementor-element elementor-element-213f535e\" data-id=\"213f535e\" 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-26ba94a elementor-widget elementor-widget-heading\" data-id=\"26ba94a\" 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\">Makine \u00d6\u011freniminin Dezavantajlar\u0131<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0fe32f9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0fe32f9\" 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-100 elementor-inner-column elementor-element elementor-element-129c25d\" data-id=\"129c25d\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b12a815 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"b12a815\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Y\u00fcksek uygulama maliyeti<\/b>: \u00d6zel donan\u0131m, yaz\u0131l\u0131m ve sistemi tasarlamak ve s\u00fcrd\u00fcrmek i\u00e7in gerekli becerilere sahip personel gerektirdi\u011finden, makine \u00f6\u011frenimi sistemlerini uygulamak pahal\u0131 olabilir.<\/span>\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\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>B\u00fcy\u00fck hacimli veri ihtiyac\u0131<\/b>: Makine \u00f6\u011freniminin etkili olabilmesi i\u00e7in b\u00fcy\u00fck&nbsp;veri gerekir; bu da s\u0131n\u0131rl\u0131 veri setlerine sahip kurulu\u015flar i\u00e7in bir zorluk olabilir.<\/span>\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\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Veri kalitesine ba\u011f\u0131ml\u0131l\u0131k<\/b>: Makine \u00f6\u011frenimi ve yapay zekan\u0131n etkinli\u011fi&nbsp;b\u00fcy\u00fck \u00f6l\u00e7\u00fcde onlar\u0131 e\u011fitmek i\u00e7in kullan\u0131lan verilerin kalitesine ba\u011fl\u0131d\u0131r. D\u00fc\u015f\u00fck kaliteli veriler hatal\u0131 veya g\u00fcvenilmez sonu\u00e7lara yol a\u00e7abilir.<\/span>\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\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Veri veya algoritmalarda \u00f6n<\/b>yarg\u0131: Makine \u00f6\u011frenimi algoritmalar\u0131, kendilerini e\u011fitmek i\u00e7in kullan\u0131lan verilerin hizmet etmesi ama\u00e7lanan n\u00fcfusu temsil etmemesi durumunda istemeden de olsa \u00f6nyarg\u0131ya yol a\u00e7abilir. Ayr\u0131ca, algoritmalar\u0131n kendileri de verilerde mevcut olan herhangi bir \u00f6nyarg\u0131y\u0131 devam ettirebilir.<\/span>\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\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Karar verme s\u00fcrecinde \u015feffafl\u0131k eksikli\u011fi<\/b>: Makine \u00f6\u011frenimi programlar\u0131n\u0131n&nbsp;anla\u015f\u0131lmas\u0131 ve yorumlanmas\u0131 zor olabilir; bu da belirli bir karara nas\u0131l ula\u015ft\u0131klar\u0131n\u0131 a\u00e7\u0131klamay\u0131 zorla\u015ft\u0131r\u0131r. Bu \u015feffafl\u0131k eksikli\u011fi, karar alma s\u00fcre\u00e7lerinde hesap verebilir olmas\u0131 gereken kurulu\u015flar i\u00e7in bir endi\u015fe kayna\u011f\u0131 olabilir.<\/span>\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\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>\u0130\u015f kayb\u0131 potansiyeli<\/b>: Makine \u00f6\u011frenimi sistemleri daha \u00f6nce insanlar taraf\u0131ndan ger\u00e7ekle\u015ftirilen g\u00f6revleri otomatik hale getirdi\u011finden, daha \u00f6nce bu g\u00f6revleri yerine getiren ki\u015filer i\u00e7in i\u015f kayb\u0131 riski vard\u0131r.<\/span>\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-inner-section elementor-element elementor-element-2cba8ffa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2cba8ffa\" 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-100 elementor-inner-column elementor-element elementor-element-11d799ac\" data-id=\"11d799ac\" 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-7ce2c64b elementor-widget elementor-widget-heading\" data-id=\"7ce2c64b\" 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\">Makine \u00d6\u011freniminin Avantaj ve Dezavantajlar\u0131na \u0130li\u015fkin Sonu\u00e7lar<\/h2>\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 class=\"elementor-element elementor-element-2cc6b45 elementor-widget elementor-widget-text-editor\" data-id=\"2cc6b45\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Makine \u00f6\u011frenimi, artan do\u011fruluk ve verimlilik, geli\u015fmi\u015f karar verme ve b\u00fcy\u00fck miktarda veriyi i\u015fleme yetene\u011fi gibi avantajlar\u0131n oldu\u011fu bir dizi art\u0131 ve eksi sa\u011flayabilir.<\/p>\n<p>Bununla birlikte, y\u00fcksek uygulama maliyeti, veri kalitesine ba\u011f\u0131ml\u0131l\u0131k, potansiyel \u00f6nyarg\u0131lar, \u015feffafl\u0131k eksikli\u011fi ve potansiyel i\u015f kayb\u0131 gibi bir dizi dezavantaj\u0131 da beraberinde getirmektedir.<\/p>\n<p>Makine derin \u00f6\u011frenmesi, bir\u00e7ok potansiyel uygulama ile h\u0131zla geli\u015fen bir aland\u0131r ve gelecekte kullan\u0131m\u0131n\u0131n artmaya devam etmesi beklenmektedir.<\/p>\n<p>Bununla birlikte, makine \u00f6\u011freniminin potansiyel art\u0131lar\u0131n\u0131 ve eksilerini g\u00f6z \u00f6n\u00fcnde bulundurmak ve bunlar\u0131 proaktif olarak ele almak \u00f6nemlidir.<\/p>\n<p>Kurulu\u015flar, makine \u00f6\u011frenimini uygulamadan \u00f6nce potansiyel faydalar\u0131n\u0131 ve dezavantajlar\u0131n\u0131 dikkatlice de\u011ferlendirmeli ve bir makine \u00f6\u011frenimi sistemini etkin bir \u015fekilde uygulamak ve s\u00fcrd\u00fcrmek i\u00e7in gerekli kaynaklara (veri, personel, donan\u0131m vb.) sahip olduklar\u0131ndan emin olmal\u0131d\u0131r.<\/p>\n<p>Sistemin \u00f6nyarg\u0131lara kar\u015f\u0131 izlenmesi ve ortaya \u00e7\u0131kan sorunlar\u0131n ele al\u0131nmas\u0131 da \u00f6nemlidir.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-2593616b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2593616b\" 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-100 elementor-inner-column elementor-element elementor-element-6af83f9d\" data-id=\"6af83f9d\" 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-7e7b8e83 elementor-widget elementor-widget-heading\" data-id=\"7e7b8e83\" 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<div class=\"elementor-heading-title elementor-size-default\"><b>\u0130\u015f Teknolojisi<\/b> hakk\u0131nda daha fazla bilgi<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Makine \u00f6\u011frenimi, analitik model olu\u015fturmay\u0131 otomatikle\u015ftiren bir veri analizi y\u00f6ntemidir. Sistemlerin verilerden \u00f6\u011frenebilece\u011fi, kal\u0131plar\u0131 belirleyebilece\u011fi ve minimum insan m\u00fcdahalesi ile karar verebilece\u011fi fikrine dayanan bir yapay zeka dal\u0131d\u0131r. Bu makalede, makine \u00f6\u011freniminin avantajlar\u0131n\u0131 ve dezavantajlar\u0131n\u0131 tart\u0131\u015faca\u011f\u0131z. Verimlili\u011fi ve otomasyonu nas\u0131l art\u0131rabilece\u011fini, karar verme yeteneklerini nas\u0131l geli\u015ftirebilece\u011fini, b\u00fcy\u00fck miktarda veriyi nas\u0131l i\u015fleyebilece\u011fini ve potansiyel olarak maliyetleri [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":289795,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[2404,2405],"tags":[],"class_list":["post-289793","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-girisimcilik","category-is-teknolojisi"],"acf":[],"_links":{"self":[{"href":"https:\/\/barrazacarlos.com\/tr\/wp-json\/wp\/v2\/posts\/289793","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/barrazacarlos.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/barrazacarlos.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/barrazacarlos.com\/tr\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/barrazacarlos.com\/tr\/wp-json\/wp\/v2\/comments?post=289793"}],"version-history":[{"count":0,"href":"https:\/\/barrazacarlos.com\/tr\/wp-json\/wp\/v2\/posts\/289793\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/barrazacarlos.com\/tr\/wp-json\/wp\/v2\/media\/289795"}],"wp:attachment":[{"href":"https:\/\/barrazacarlos.com\/tr\/wp-json\/wp\/v2\/media?parent=289793"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/barrazacarlos.com\/tr\/wp-json\/wp\/v2\/categories?post=289793"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/barrazacarlos.com\/tr\/wp-json\/wp\/v2\/tags?post=289793"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}