{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"Makine \u00d6\u011frenmesi ve S\u00fcre\u00e7 Otomasyonunun Gelece\u011fi","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"yUzwHSd6CE\"><a href=\"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-ve-surec-otomasyonunun-gelecegi\/\">Makine \u00d6\u011frenmesi ve S\u00fcre\u00e7 Otomasyonunun Gelece\u011fi<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-ve-surec-otomasyonunun-gelecegi\/embed\/#?secret=yUzwHSd6CE\" width=\"600\" height=\"338\" title=\"&#8220;Makine \u00d6\u011frenmesi ve S\u00fcre\u00e7 Otomasyonunun Gelece\u011fi&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"yUzwHSd6CE\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n<\/script>\n","description":"Dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn h\u0131z kazand\u0131\u011f\u0131 g\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131nda, i\u015fletmeler verimliliklerini art\u0131rmak ve rekabet avantaj\u0131 elde etmek i\u00e7in s\u00fcre\u00e7 otomasyonuna b\u00fcy\u00fck \u00f6nem veriyorlar. Bu ba\u011flamda, makine \u00f6\u011frenmesi (ML) modelleri, s\u00fcre\u00e7 otomasyonunun gelece\u011fini \u015fekillendiren en \u00f6nemli teknolojilerden biri haline geldi. \u00d6ncelikle, geleneksel otomasyon y\u00f6ntemlerinin yetersiz kald\u0131\u011f\u0131 karma\u015f\u0131k ve dinamik s\u00fcre\u00e7leri ele alal\u0131m. Bu y\u00f6ntemler genellikle \u00f6nceden belirlenmi\u015f kurallara dayan\u0131r ve beklenmedik durumlarla ba\u015fa \u00e7\u0131kmakta zorlan\u0131rlar. Ancak, makine \u00f6\u011frenmesi sayesinde, sistemler art\u0131k \u00f6\u011frenme yetene\u011fine sahip ve de\u011fi\u015fen ko\u015fullara uyum sa\u011flayabiliyorlar."}