{"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":"Gradient Descent: Makine \u00d6\u011freniminin Kalbine Yolculuk","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"LBqCZs5Tb7\"><a href=\"https:\/\/fatihsoysal.com\/blog\/gradient-descent-makine-ogreniminin-kalbine-yolculuk\/\">Gradient Descent: Makine \u00d6\u011freniminin Kalbine Yolculuk<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/gradient-descent-makine-ogreniminin-kalbine-yolculuk\/embed\/#?secret=LBqCZs5Tb7\" width=\"600\" height=\"338\" title=\"&#8220;Gradient Descent: Makine \u00d6\u011freniminin Kalbine Yolculuk&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"LBqCZs5Tb7\" 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\u011frenimi modellerinizin tahminleri neden her zaman isabetli olmuyor? Bir modelin hatalar\u0131n\u0131 en aza indirerek onu nas\u0131l daha zeki hale getirebiliriz? \u0130\u015fte bu sorular\u0131n cevab\u0131, makine \u00f6\u011freniminin kalbinde yer alan ve algoritmalar\u0131n adeta \u00f6\u011frenmesini sa\u011flayan g\u00fc\u00e7l\u00fc bir optimizasyon tekni\u011fi olan Gradient Descent'te gizli. Bu makale, Gradient Descent'in temel prensiplerinden en ileri uygulamalar\u0131na kadar her y\u00f6n\u00fcn\u00fc ke\u015ffetmenizi sa\u011flayacak, hem teorik bilgiyi hem de pratik \u00f6rnekleri bir araya getirecek."}