{"id":4411,"date":"2023-01-06T06:27:39","date_gmt":"2023-01-06T06:27:39","guid":{"rendered":"https:\/\/aix.web.tr\/?p=4411"},"modified":"2023-01-06T06:30:01","modified_gmt":"2023-01-06T06:30:01","slug":"malzeme-planlamada-makine-ogrenmesi","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/malzeme-planlamada-makine-ogrenmesi\/","title":{"rendered":"Malzeme Planlamada Makine \u00d6\u011frenmesi"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4411\" class=\"elementor elementor-4411\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3333fbf elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3333fbf\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div 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data-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-612c14d\" data-id=\"612c14d\" 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-72f38c1 elementor-widget elementor-widget-heading\" data-id=\"72f38c1\" 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\">Malzeme Planlamada Makine \u00d6\u011frenmesi<\/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-f29b600 elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f29b600\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-523a864\" data-id=\"523a864\" 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-40ec6dc elementor-alert-info elementor-invisible elementor-widget elementor-widget-alert\" data-id=\"40ec6dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;flash&quot;}\" data-widget_type=\"alert.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-alert\" role=\"alert\">\n\n\t\t\t\t\t\t<span class=\"elementor-alert-title\">\ud83e\udd16 Dikkat!<\/span>\n\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-alert-description\">Bu makale <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a> taraf\u0131ndan haz\u0131rlanm\u0131\u015ft\u0131r. Daha \u00f6nce haz\u0131rlam\u0131\u015f oldu\u011fumuz Dil Edinim Modeli kullan\u0131lm\u0131\u015ft\u0131r.<\/span>\n\t\t\t\n\t\t\t\t\t\t<button type=\"button\" class=\"elementor-alert-dismiss\" aria-label=\"Dismiss this alert.\">\n\t\t\t\t\t\t\t\t\t<span aria-hidden=\"true\">&times;<\/span>\n\t\t\t\t\t\t\t<\/button>\n\t\t\t\n\t\t<\/div>\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-08e6123 elementor-widget elementor-widget-text-editor\" data-id=\"08e6123\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Malzeme y\u00f6netimi, dikkatli planlama, tahmin, optimizasyon ve sim\u00fclasyon gerektiren karma\u015f\u0131k bir g\u00f6revdir. Bir tedarik zincirinde optimum malzeme ak\u0131\u015f\u0131n\u0131 belirlemek i\u00e7in bir\u00e7ok analitik \u00e7al\u0131\u015fma gereklidir.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b860e4 elementor-widget elementor-widget-heading\" data-id=\"6b860e4\" 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 \u00f6\u011frenmesi, gelece\u011fi tahmin etmenin bir yoludur. <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e63f3f0 elementor-widget elementor-widget-text-editor\" data-id=\"e63f3f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>\u00dcr\u00fcnlere olan talebi ve personel ihtiya\u00e7lar\u0131n\u0131 tahmin ederek \u015firketlerin gelece\u011fi planlamas\u0131na yard\u0131mc\u0131 olur.<\/p><p>Tahmin, \u015firketlerin stoklar\u0131n\u0131n t\u00fckenmemesi ve m\u00fc\u015fteri taleplerini kar\u015f\u0131layabilmeleri i\u00e7in ne kadar \u00fcr\u00fcn \u00fcretmeleri gerekti\u011fini planlamas\u0131na yard\u0131mc\u0131 olur. Tahmin ayn\u0131 zamanda \u015firketlerin m\u00fcmk\u00fcn oldu\u011fu kadar \u00e7ok \u00fcr\u00fcn \u00fcretmek i\u00e7in ka\u00e7 ki\u015fiye ihtiya\u00e7 duyacaklar\u0131na karar vermelerine yard\u0131mc\u0131 olur.<\/p><p>T\u0131kan\u0131kl\u0131\u011f\u0131n \u00fcretim \u00fczerindeki etkisini tahmin etmek i\u00e7in belirli bir kayna\u011f\u0131n bir g\u00f6revi tamamlamas\u0131n\u0131n ne kadar s\u00fcrd\u00fc\u011f\u00fcn\u00fc bilmeniz gerekir. Bu bilgiyi ge\u00e7mi\u015f verilerden veya \u00e7al\u0131\u015fanlar\u0131n\u0131za sorarak alabilirsiniz.<\/p><p>S\u0131k\u0131\u015f\u0131kl\u0131\u011f\u0131n envanter \u00fczerindeki etkisini tahmin etmek i\u00e7in her kayna\u011f\u0131n bir g\u00fcnde ne kadar envanter kulland\u0131\u011f\u0131n\u0131 bilmeniz gerekir. Bu bilgi ge\u00e7mi\u015f verilerden veya \u00e7al\u0131\u015fan g\u00f6r\u00fc\u015fmelerinden elde edilebilir.<\/p><p>Optimizasyon, belirli bir problem i\u00e7in en uygun \u00e7\u00f6z\u00fcm\u00fc bulmay\u0131 ama\u00e7layan bir \u00e7al\u0131\u015fma alan\u0131d\u0131r. Malzeme planlama \u00f6rne\u011finde, maliyetleri en aza indirirken \u00fcretim tesisi taraf\u0131ndan \u00fcretilen kar\u0131 en \u00fcst d\u00fczeye \u00e7\u0131karmak istiyorsunuz.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08ea3d0 elementor-widget elementor-widget-image\" data-id=\"08ea3d0\" 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=\"386\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/07\/Lojistikte-Yapay-Zeka-Uygulamalari.png\" class=\"attachment-large size-large wp-image-3984\" alt=\"Lojistikte Yapay Zeka Uygulamalar\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/07\/Lojistikte-Yapay-Zeka-Uygulamalari.png 855w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/07\/Lojistikte-Yapay-Zeka-Uygulamalari-300x138.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/07\/Lojistikte-Yapay-Zeka-Uygulamalari-768x352.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/07\/Lojistikte-Yapay-Zeka-Uygulamalari-18x8.png 18w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Lojistikte Yapay Zeka Uygulamalar\u0131<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1a0309 elementor-widget elementor-widget-heading\" data-id=\"a1a0309\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Makine \u00f6\u011frenmesinin kullan\u0131m\u0131<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a710561 elementor-widget elementor-widget-text-editor\" data-id=\"a710561\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Makine \u00d6\u011frenmesi, malzeme planlamas\u0131 i\u00e7in g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r. \u0130sraf\u0131 azaltmaya, verimlili\u011fi art\u0131rmaya ve verileriniz hakk\u0131nda \u00f6ng\u00f6r\u00fc sa\u011flamaya yard\u0131mc\u0131 olabilir.<\/p><p>Makine \u00f6\u011freniminin optimal bir plan olu\u015fturmak i\u00e7in kullan\u0131labilece\u011fi yollardan baz\u0131lar\u0131na g\u00f6z atal\u0131m:<\/p><ul><li>Makine \u00d6\u011frenimi, verilerinizi daha iyi anlaman\u0131za yard\u0131mc\u0131 olur. Bu konuda ne kadar \u00e7ok \u015fey bilirseniz, o kadar iyi kararlar al\u0131rs\u0131n\u0131z.<\/li><li>Makine \u00d6\u011frenimi at\u0131k azaltmay\u0131 optimize edebilir ve g\u00fcvenlik seviyelerini iyile\u015ftirebilir. Bu, hem fabrikalarda hem de depolarda \u00e7al\u0131\u015fanlar i\u00e7in geli\u015fmi\u015f \u00fcretkenli\u011fe yol a\u00e7ar.<\/li><li>Makine \u00f6\u011frenimi modelleri, tek ba\u015f\u0131na geleneksel y\u00f6ntemlerle (\u00f6r. manuel analiz) fark edilmesi kolay olmayabilecek b\u00fcy\u00fck miktarlardaki verilerde kal\u0131plar bulma yetene\u011fine sahiptir.<\/li><\/ul><\/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-9247592 elementor-widget elementor-widget-heading\" data-id=\"9247592\" 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<h5 class=\"elementor-heading-title elementor-size-default\">Kullan\u0131labilirli\u011fi<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd39a3d elementor-widget elementor-widget-text-editor\" data-id=\"dd39a3d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Makine \u00d6\u011frenmesi, talebi tahmin etmek, \u00fcretimi optimize etmek ve maliyetleri en aza indirmek i\u00e7in Malzeme Planlamas\u0131nda kullan\u0131labilir. Makine \u00f6\u011freniminin en b\u00fcy\u00fck yarar\u0131, gelecekteki olaylar\u0131 tahmin etmek i\u00e7in ge\u00e7mi\u015f verileri kullanarak belirsizlikle ba\u015fa \u00e7\u0131kmam\u0131za izin vermesidir. Bu, i\u015fletmelerin ge\u00e7mi\u015f deneyimlere (veya bunlar\u0131n eksikli\u011fine) dayanarak herhangi bir zamanda hangi \u00fcr\u00fcnleri \u00fcretmeleri gerekti\u011fi veya ne kadar envanter tutmalar\u0131 gerekti\u011fi konusunda daha iyi kararlar verebilecekleri anlam\u0131na gelir.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4151c31 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4151c31\" 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-da476c4\" data-id=\"da476c4\" 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-bf5e884 elementor-widget elementor-widget-image\" data-id=\"bf5e884\" 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 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\" \/>\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-e5bf790 elementor-widget elementor-widget-heading\" data-id=\"e5bf790\" 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-4055f63 elementor-widget elementor-widget-heading\" data-id=\"4055f63\" 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-c9fe52d elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"c9fe52d\" 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-66b48dd\" data-id=\"66b48dd\" 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-1ec2956 elementor-widget elementor-widget-heading\" data-id=\"1ec2956\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Telegram!<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-598ee64 elementor-align-left elementor-widget elementor-widget-button\" data-id=\"598ee64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-lg elementor-animation-grow\" href=\"https:\/\/t.me\/yzturkiye\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Telegram Grubumuza kat\u0131l\u0131n!<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3a6376 elementor-widget elementor-widget-heading\" data-id=\"f3a6376\" 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-11abe77 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"11abe77\" 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=\"4411\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"2\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Yapay-Zeka-Teknolojinin-Gelecegi-ve-Dunyamiz-Icin-Anlami-300x167.jpg\" class=\"attachment-medium size-medium wp-image-4143\" alt=\"Yapay Zeka Teknolojinin Gelece\u011fi ve D\u00fcnyam\u0131z \u0130\u00e7in Anlam\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Yapay-Zeka-Teknolojinin-Gelecegi-ve-Dunyamiz-Icin-Anlami-300x167.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Yapay-Zeka-Teknolojinin-Gelecegi-ve-Dunyamiz-Icin-Anlami-768x427.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Yapay-Zeka-Teknolojinin-Gelecegi-ve-Dunyamiz-Icin-Anlami-18x10.jpg 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Yapay-Zeka-Teknolojinin-Gelecegi-ve-Dunyamiz-Icin-Anlami.jpg 900w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ve-rpa-birlikte-nasil-calisir\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ve-rpa-birlikte-nasil-calisir\/\" target=\"_self\">\n\t\t\t\tYapay Zeka ve RPA Birlikte Nas\u0131l \u00c7al\u0131\u015f\u0131r?\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=\"2\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/02\/rpa-robotik-surec-otomasyonu-300x300.jpg\" class=\"attachment-medium size-medium wp-image-3241\" alt=\"Rpa (robotik s\u00fcre\u00e7 otomasyonu) nedir?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/02\/rpa-robotik-surec-otomasyonu-300x300.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/02\/rpa-robotik-surec-otomasyonu-1024x1024.jpg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/02\/rpa-robotik-surec-otomasyonu-150x150.jpg 150w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/02\/rpa-robotik-surec-otomasyonu-768x768.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/02\/rpa-robotik-surec-otomasyonu-1536x1536.jpg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/02\/rpa-robotik-surec-otomasyonu-12x12.jpg 12w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/02\/rpa-robotik-surec-otomasyonu.jpg 1920w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/rpa-neden-onemlidir\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/rpa-neden-onemlidir\/\" target=\"_self\">\n\t\t\t\tRPA Neden \u00d6nemlidir?\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=\"2\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"210\" height=\"300\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/02\/RPA-Robotik-Surec-Otomasyonu-Nedir-210x300.png\" class=\"attachment-medium size-medium wp-image-3238\" alt=\"RPA (Robotik S\u00fcre\u00e7 Otomasyonu) Nedir\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/02\/RPA-Robotik-Surec-Otomasyonu-Nedir-210x300.png 210w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/02\/RPA-Robotik-Surec-Otomasyonu-Nedir-8x12.png 8w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/02\/RPA-Robotik-Surec-Otomasyonu-Nedir.png 630w\" sizes=\"(max-width: 210px) 100vw, 210px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/robotik-surec-otomasyonu-rpa-nedir\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/robotik-surec-otomasyonu-rpa-nedir\/\" target=\"_self\">\n\t\t\t\tRobotik S\u00fcre\u00e7 Otomasyonu (RPA) Nedir?\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>Makine \u00d6\u011frenmesi, malzeme planlamas\u0131 i\u00e7in g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r. \u0130sraf\u0131 azaltmaya, verimlili\u011fi art\u0131rmaya ve verileriniz hakk\u0131nda \u00f6ng\u00f6r\u00fc sa\u011flamaya yard\u0131mc\u0131 olabilir.<\/p>","protected":false},"author":1,"featured_media":3984,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-4411","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/4411","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=4411"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/4411\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/3984"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=4411"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=4411"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=4411"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}