{"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":"B\u00fcy\u00fck Veri Karma\u015fas\u0131nda Kaybolmak \u0130stemiyor Musunuz?","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"ftsQi9wy0j\"><a href=\"https:\/\/fatihsoysal.com\/blog\/buyuk-veri-karmasasinda-kaybolmak-istemiyor-musunuz\/\">B\u00fcy\u00fck Veri Karma\u015fas\u0131nda Kaybolmak \u0130stemiyor Musunuz?<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/buyuk-veri-karmasasinda-kaybolmak-istemiyor-musunuz\/embed\/#?secret=ftsQi9wy0j\" width=\"600\" height=\"338\" title=\"&#8220;B\u00fcy\u00fck Veri Karma\u015fas\u0131nda Kaybolmak \u0130stemiyor Musunuz?&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"ftsQi9wy0j\" 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":"G\u00fcn\u00fcm\u00fcz\u00fcn veri odakl\u0131 d\u00fcnyas\u0131nda, y\u00fcksek boyutlu veri k\u00fcmeleriyle \u00e7al\u0131\u015fmak, hem depolama hem de i\u015fleme a\u00e7\u0131s\u0131ndan ciddi zorluklar do\u011furabiliyor. Peki, bu karma\u015f\u0131k veri y\u0131\u011f\u0131nlar\u0131n\u0131 daha anla\u015f\u0131l\u0131r ve y\u00f6netilebilir hale getirmenin bir yolu var m\u0131? Temel Bile\u015fen Analizi (PCA), makine \u00f6\u011frenmesinde s\u0131k\u00e7a kullan\u0131lan, verilerinizdeki en \u00f6nemli bilgiyi korurken gereksiz g\u00fcr\u00fclt\u00fcy\u00fc ve fazla boyutu ortadan kald\u0131ran g\u00fc\u00e7l\u00fc bir tekniktir. Bu makalede, PCA'n\u0131n ne oldu\u011funu, nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 ve ger\u00e7ek d\u00fcnya senaryolar\u0131nda nas\u0131l kullan\u0131ld\u0131\u011f\u0131n\u0131 ad\u0131m ad\u0131m ke\u015ffedece\u011fiz."}