{"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":"2025'te En \u0130yi 10 MLOps Arac\u0131","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"EA3wkBtVXG\"><a href=\"https:\/\/fatihsoysal.com\/blog\/2025te-en-iyi-10-mlops-araci\/\">2025&#8217;te En \u0130yi 10 MLOps Arac\u0131<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/2025te-en-iyi-10-mlops-araci\/embed\/#?secret=EA3wkBtVXG\" width=\"600\" height=\"338\" title=\"&#8220;2025&#8217;te En \u0130yi 10 MLOps Arac\u0131&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"EA3wkBtVXG\" 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":"Makine \u00f6\u011frenmesi (ML) giderek daha yayg\u0131nla\u015f\u0131rken, MLOps (Makine \u00d6\u011frenmesi Operasyonlar\u0131) bu b\u00fcy\u00fcyen ekosistemi y\u00f6netmek i\u00e7in olmazsa olmaz hale geliyor. MLOps, ML modellerinin geli\u015ftirilmesinden, da\u011f\u0131t\u0131m\u0131na ve bak\u0131m\u0131na kadar t\u00fcm ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fc otomatikle\u015ftiren bir disiplindir. Bir MLOps stratejisi, \u015firketlerin ML modellerini g\u00fcvenilir, \u00f6l\u00e7eklenebilir ve etkili bir \u015fekilde uygulamalar\u0131n\u0131 sa\u011flar."}