{"id":16602,"date":"2025-01-09T20:32:56","date_gmt":"2025-01-09T17:02:56","guid":{"rendered":"https:\/\/www.itpiran.net\/blog\/?p=16602"},"modified":"2025-01-09T20:32:56","modified_gmt":"2025-01-09T17:02:56","slug":"top-10-essential-algorithms-every-software-developer-should-know","status":"publish","type":"post","link":"https:\/\/www.itpiran.net\/blog\/tr\/tutorials\/top-10-essential-algorithms-every-software-developer-should-know\/","title":{"rendered":"Yaz\u0131l\u0131m Geli\u015ftirmede 10 Temel Algoritma"},"content":{"rendered":"<header>\n<h2 id=\"%d9%85%d9%82%d8%af%d9%85%d9%87\">girii\u015f<\/h2>\n<\/header>\n<article>Algoritmalar, optimum problem \u00e7\u00f6zme ve veri i\u015flemeyi sa\u011flayan temel unsurlard\u0131r. Problemleri \u00e7\u00f6zmek i\u00e7in ad\u0131m ad\u0131m y\u00f6ntemler veya form\u00fcller olup, \u00f6nemleri yads\u0131namaz. Temel algoritmalara hakim olmak, geli\u015ftiricilerin optimum, etkili ve g\u00fcvenilir yaz\u0131l\u0131m \u00e7\u00f6z\u00fcmleri olu\u015fturmalar\u0131n\u0131 sa\u011flar. Bu makale, yaz\u0131l\u0131m geli\u015ftirmedeki on \u00f6nemli algoritmay\u0131 inceliyor, \u00f6nemlerini a\u00e7\u0131kl\u0131yor ve bu alanda neden \u00f6nemli olduklar\u0131n\u0131 a\u00e7\u0131kl\u0131yor.<\/article>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d9%85%d8%b1%d8%aa%d8%a8%d8%b3%d8%a7%d8%b2%db%8c\">S\u0131ralama algoritmalar\u0131<\/h2>\n<p>S\u0131ralama algoritmalar\u0131 bilgisayar bilimi ve yaz\u0131l\u0131m geli\u015ftirmenin temel prensiplerinden biridir.<\/p>\n<p>Bu algoritmalar, verileri genellikle say\u0131sal veya s\u00f6zc\u00fcksel olarak belirli bir s\u0131raya g\u00f6re s\u0131ralar; bu, s\u0131ral\u0131 verilere ihtiya\u00e7 duyan di\u011fer algoritmalar\u0131n iyile\u015ftirilmesi i\u00e7in \u00f6nemlidir.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d9%85%d8%b1%d8%aa%d8%a8%d8%b3%d8%a7%d8%b2%db%8c-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1\">S\u0131ralama algoritmalar\u0131 neden var?<\/h2>\n<p>S\u0131ralama, verilerin d\u00fczenlenmesi ve veri arama ve i\u015fleme i\u015flemlerinin verimlili\u011finin art\u0131r\u0131lmas\u0131 i\u00e7in olmazsa olmazd\u0131r.<\/p>\n<p>D\u00fczenli veri yap\u0131lar\u0131, daha h\u0131zl\u0131 veri al\u0131m\u0131na olanak tan\u0131r ve veritaban\u0131 indeksleme ve algoritma optimizasyonu gibi uygulamalarda kritik \u00f6neme sahiptir.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c\">Anahtar \u00f6rnekler<\/h5>\n<ul>\n<li><strong>H\u0131zl\u0131 s\u0131ralama:<\/strong> Dizileri b\u00f6l\u00fcmlere ay\u0131rmak ve elemanlar\u0131 en iyi \u015fekilde d\u00fczenlemek i\u00e7in b\u00f6l ve y\u00f6net yakla\u015f\u0131m\u0131n\u0131 kullan\u0131r.<\/li>\n<li><strong>Birle\u015ftirme S\u0131ralamas\u0131:<\/strong> Bu algoritma da diziyi ikiye b\u00f6len, s\u0131ralayan ve daha sonra birle\u015ftiren bir b\u00f6l-ve-y\u00f6net y\u00f6ntemidir.<\/li>\n<li><strong>Hipsort:<\/strong> Bir y\u0131\u011f\u0131n veri yap\u0131s\u0131 olu\u015fturur ve diziyi s\u0131ralamak i\u00e7in maksimum eleman\u0131 tekrar tekrar \u00e7\u0131kar\u0131r.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88\">Arama algoritmalar\u0131<\/h2>\n<p>Arama algoritmalar\u0131, veri yap\u0131lar\u0131nda saklanan bilgileri etkili bir \u015fekilde geri getirmek i\u00e7in tasarlanm\u0131\u015ft\u0131r.<\/p>\n<p>Bu algoritmalar, h\u0131zl\u0131 veri al\u0131m\u0131n\u0131n gerekli oldu\u011fu durumlarda olmazsa olmazd\u0131r.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86%d8%af%d8%9f\">Arama algoritmalar\u0131 neden var?<\/h2>\n<p>Verilerin \u00fcstel b\u00fcy\u00fcmesiyle birlikte verimli arama mekanizmalar\u0131 kritik \u00f6neme sahip oluyor.<\/p>\n<p>Bu algoritmalar zaman karma\u015f\u0131kl\u0131\u011f\u0131n\u0131 do\u011frusaldan logaritmi\u011fe d\u00fc\u015f\u00fcrerek veri alma s\u00fcrecini \u00f6nemli \u00f6l\u00e7\u00fcde h\u0131zland\u0131r\u0131r.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-2\">Anahtar \u00f6rnekler<\/h5>\n<ul>\n<li><strong>Do\u011frusal arama:<\/strong> \u0130stenilen de\u011fer bulunana veya liste sonuna ula\u015fana kadar her bir eleman\u0131 s\u0131rayla inceler.<\/li>\n<li><strong>\u0130kili arama:<\/strong> S\u0131ralanm\u0131\u015f bir diziyi verimli bir \u015fekilde arar ve arama aral\u0131\u011f\u0131n\u0131 b\u00f6ler.<\/li>\n<li><strong>Derinlemesine Arama (DFS) ve Geni\u015flik \u00d6ncelikli Arama (BFS):<\/strong> A\u011fa\u00e7 veya grafik gibi veri yap\u0131lar\u0131nda gezinme veya arama yapmak i\u00e7in kullan\u0131l\u0131rlar.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d9%87%d8%b4\">Karma algoritmalar<\/h2>\n<p>Karma algoritmalar\u0131, herhangi bir boyuttaki girdi verilerini genellikle karma kod bi\u00e7iminde sabit boyutlu bir dizeye d\u00f6n\u00fc\u015ft\u00fcr\u00fcr.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d9%87%d8%b4-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86%d8%af%d8%9f\">Karma algoritmalar neden var?<\/h2>\n<p>Karma olu\u015fturma, bir veritaban\u0131ndaki \u00f6\u011feleri dizinlemek ve almak i\u00e7in bir yol sa\u011flar \u00e7\u00fcnk\u00fc bir \u00f6\u011feyi orijinal de\u011feri yerine daha k\u0131sa karma anahtar\u0131n\u0131 kullanarak bulmak daha kolayd\u0131r.<\/p>\n<p>Bu y\u00f6ntem, verimli veri kurtarma sistemlerinin uygulanmas\u0131 i\u00e7in olmazsa olmazd\u0131r.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-3\">Anahtar \u00f6rnekler<\/h5>\n<ul>\n<li><strong>Karma tablolar:<\/strong> Bir dizi kova veya yuvaya bir indeks hesaplamak i\u00e7in karma fonksiyonlar\u0131n\u0131 kullan\u0131rlar.<\/li>\n<li><strong>Kriptografik karma fonksiyonlar\u0131:<\/strong> Her bir benzersiz giri\u015f i\u00e7in benzersiz bir karma \u00fcreterek veri b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc sa\u011flarlar.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%86%d9%88%db%8c%d8%b3%db%8c-%d9%be%d9%88%db%8c%d8%a7\">Dinamik programlama algoritmalar\u0131<\/h2>\n<p>Dinamik programlama, karma\u015f\u0131k problemleri daha basit alt problemlere b\u00f6lerek \u00e7\u00f6zme y\u00f6ntemidir.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%86%d9%88%db%8c%d8%b3%db%8c-%d9%be%d9%88%db%8c%d8%a7\">Dinamik programlama algoritmalar\u0131 neden vard\u0131r?<\/h2>\n<p>Bir\u00e7ok problem yinelemeli alt problemleri ve optimal yap\u0131y\u0131 i\u00e7erir.<\/p>\n<p>Dinamik programlama her alt problemi yaln\u0131zca bir kez \u00e7\u00f6zer ve sonucu depolar, b\u00f6ylece tekrarlayan hesaplamalar\u0131n \u00f6n\u00fcne ge\u00e7ilir.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-4\">Anahtar \u00f6rnekler<\/h5>\n<ul>\n<li><strong>Fibonacci dizisinin hesaplanmas\u0131:<\/strong> Dizideki bir sonraki say\u0131y\u0131 verimli bir \u015fekilde hesaplamak i\u00e7in \u00f6nceki sonu\u00e7lar\u0131 depolar.<\/li>\n<li><strong>S\u0131rt \u00e7antas\u0131 sorunu:<\/strong> Kapasiteyi a\u015fmadan en de\u011ferli e\u015fyalar\u0131n kombinasyonunu belirler.<\/li>\n<li><strong>En k\u0131sa yol algoritmalar\u0131:<\/strong> \u00d6rne\u011fin, a\u011f\u0131rl\u0131kl\u0131 y\u00f6nlendirilmi\u015f bir grafikte en k\u0131sa yollar\u0131 hesaplayan Bellman-Ford algoritmas\u0131.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%da%af%d8%b1%d8%a7%d9%81\">Grafik algoritmalar\u0131<\/h2>\n<p>Grafik algoritmalar\u0131, nesneler aras\u0131ndaki ikili ili\u015fkileri modelleyen grafik teorisiyle ilgili problemleri \u00e7\u00f6zmek i\u00e7in gereklidir.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%da%af%d8%b1%d8%a7%d9%81-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86%d8%af%d8%9f\">Grafik algoritmalar\u0131 neden var?<\/h2>\n<p>Grafikler ileti\u015fim a\u011flar\u0131n\u0131, veri organizasyonunu, bilgi i\u015flem cihazlar\u0131n\u0131 ve daha fazlas\u0131n\u0131 temsil eder.<\/p>\n<p>Grafikleri i\u015fleyen algoritmalar, bu a\u011flar\u0131 anlamak ve etkili bir \u015fekilde kullanmak i\u00e7in kritik \u00f6neme sahiptir.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-5\">Anahtar \u00f6rnekler<\/h5>\n<ul>\n<li><strong>Dijkstra&#039;n\u0131n algoritmas\u0131:<\/strong> Bir grafikteki d\u00fc\u011f\u00fcmler aras\u0131ndaki en k\u0131sa yolu bulur.<\/li>\n<li><strong>Kruskal ve Prim algoritmalar\u0131:<\/strong> Ba\u011fl\u0131 a\u011f\u0131rl\u0131kl\u0131 bir grafik i\u00e7in minimum yay\u0131lan a\u011fac\u0131 bulurlar.<\/li>\n<li><strong>Bir arama algoritmas\u0131*:<\/strong> Hedef d\u00fc\u011f\u00fcme en k\u0131sa yolu en d\u00fc\u015f\u00fck maliyetle bulur.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%ad%d8%b1%db%8c%d8%b5%d8%a7%d9%86%d9%87\">A\u00e7g\u00f6zl\u00fc algoritmalar<\/h2>\n<p>A\u00e7g\u00f6zl\u00fc algoritmalar, genel sorunu \u00e7\u00f6zmek i\u00e7in en iyi \u00e7\u00f6z\u00fcm\u00fc bulmaya \u00e7al\u0131\u015farak her ad\u0131mda en iyi se\u00e7imleri yaparlar.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%ad%d8%b1%db%8c%d8%b5%d8%a7%d9%86%d9%87-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86%d8%af%d8%9f\">A\u00e7g\u00f6zl\u00fc algoritmalar neden var?<\/h2>\n<p>K\u00fcresel optimuma ula\u015f\u0131labildi\u011finde yerel en iyi se\u00e7ene\u011fin se\u00e7imi kullan\u0131l\u0131r.<\/p>\n<p>Bu y\u00f6ntemler karma\u015f\u0131k problemleri basitle\u015ftirir ve hesaplama s\u00fcresi a\u00e7\u0131s\u0131ndan verimlidir.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-6\">Anahtar \u00f6rnekler<\/h5>\n<ul>\n<li><strong>Huffman kodlamas\u0131:<\/strong> Veri s\u0131k\u0131\u015ft\u0131rmada kullan\u0131lan bir \u00f6nek kodu olu\u015fturur.<\/li>\n<li><strong>Etkinlik se\u00e7imi problemi:<\/strong> \u00c7ak\u0131\u015fmayan maksimum aktivite say\u0131s\u0131n\u0131 se\u00e7er.<\/li>\n<li><strong>Bozuk para sorunu:<\/strong> Belirli bir miktarda para \u00fcst\u00fcn\u00fc yapmak i\u00e7in gereken minimum jeton say\u0131s\u0131n\u0131 bulur.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%a8%d8%a7%d8%b2%da%af%d8%b4%d8%aa%db%8c\">Yinelemeli algoritmalar<\/h2>\n<p>\u00d6zyinelemeli algoritmalar, orijinal problemin bir alt k\u00fcmesini \u00e7\u00f6zmek i\u00e7in kendilerini \u00e7a\u011f\u0131rarak problemleri \u00e7\u00f6zerler.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%a8%d8%a7%d8%b2%da%af%d8%b4%d8%aa%db%8c-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86%d8%af%d8%9f\">\u00d6zyinelemeli algoritmalar neden vard\u0131r?<\/h2>\n<p>\u00d6zyineleme, kodu basitle\u015ftirir ve \u00f6zyinelemeli yap\u0131larla ilgili sorunlar\u0131 \u00e7\u00f6zmenin do\u011fal bir yoludur.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-7\">Anahtar \u00f6rnekler<\/h5>\n<ul>\n<li><strong>Hanoi Kulesi:<\/strong> Diskleri \u00e7ubuklar aras\u0131nda tekrarl\u0131 olarak hareket ettirerek bulmacay\u0131 \u00e7\u00f6zer.<\/li>\n<li><strong>H\u0131zl\u0131 S\u0131ralama ve Birle\u015ftirme S\u0131ralamas\u0131:<\/strong> Elemanlar\u0131 verimli bir \u015fekilde s\u0131ralamak i\u00e7in yinelemeyi kullan\u0131rlar.<\/li>\n<li><strong>A\u011fa\u00e7 navigasyonu:<\/strong> \u00d6n s\u0131ra, s\u0131ral\u0131 ve s\u0131ra sonras\u0131 d\u00fczende ikili a\u011fa\u00e7 gezinmeleri.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%aa%d8%b7%d8%a7%d8%a8%d9%82-%d8%b1%d8%b4%d8%aa%d9%87\">Dize e\u015fle\u015ftirme algoritmalar\u0131<\/h2>\n<p>Dize e\u015fle\u015ftirme algoritmalar\u0131, ana dizenin i\u00e7inde bir alt dizenin olu\u015fumlar\u0131n\u0131 bulmak i\u00e7in tasarlanm\u0131\u015ft\u0131r.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%aa%d8%b7%d8%a7%d8%a8%d9%82-%d8%b1%d8%b4%d8%aa%d9%87-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86\">Dize e\u015fle\u015ftirme algoritmalar\u0131 neden var?<\/h2>\n<p>Etkili dize e\u015fle\u015ftirme, metin edit\u00f6rlerinde, arama motorlar\u0131nda, DNA analizinde ve di\u011fer bir\u00e7ok uygulamada \u00f6nemlidir.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-8\">Anahtar \u00f6rnekler<\/h5>\n<ul>\n<li><strong>Kendall-Morris-Pratt (KMP) algoritmas\u0131:<\/strong> Karma\u015f\u0131kl\u0131k, gereksiz kar\u015f\u0131la\u015ft\u0131rmalardan ka\u00e7\u0131narak en k\u00f6t\u00fc durumu iyile\u015ftirir.<\/li>\n<li><strong>Robin-Cop algoritmas\u0131:<\/strong> Metindeki bir dizi dize deseninden herhangi birini bulmak i\u00e7in karma i\u015flemini kullan\u0131r.<\/li>\n<li><strong>Boyer-Moore algoritmas\u0131:<\/strong> Bu algoritma, aramay\u0131 h\u0131zland\u0131rmak i\u00e7in desenin sonundan ba\u015flayarak e\u015fle\u015ftirmeye ba\u015flar ve metnin baz\u0131 b\u00f6l\u00fcmlerini g\u00f6z ard\u0131 eder.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%b1%d9%85%d8%b2%d9%86%da%af%d8%a7%d8%b1%db%8c\">Kriptografik algoritmalar<\/h2>\n<p>Verilerin \u015fifreleme ve \u015fifre \u00e7\u00f6zme s\u00fcre\u00e7leri arac\u0131l\u0131\u011f\u0131yla g\u00fcvence alt\u0131na al\u0131nmas\u0131 i\u00e7in kriptografik algoritmalar gereklidir.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%b1%d9%85%d8%b2%d9%86%da%af%d8%a7%d8%b1%db%8c-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86%d8%af\">\u015eifreleme algoritmalar\u0131 neden var?<\/h2>\n<p>Veri g\u00fcvenli\u011fine olan ihtiyac\u0131n artmas\u0131yla birlikte \u015fifreleme algoritmalar\u0131, bilgileri yetkisiz eri\u015fimden korur ve gizlili\u011fi garanti alt\u0131na al\u0131r.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-9\">Anahtar \u00f6rnekler<\/h5>\n<ul>\n<li><strong>RSA algoritmas\u0131:<\/strong> G\u00fcvenli veri iletimi i\u00e7in yayg\u0131n olarak kullan\u0131l\u0131r.<\/li>\n<li><strong>AES (Geli\u015fmi\u015f \u015eifreleme Standard\u0131):<\/strong> D\u00fcnya \u00e7ap\u0131nda verileri g\u00fcvence alt\u0131na almak i\u00e7in kullan\u0131l\u0131r.<\/li>\n<li><strong>SHA (G\u00fcvenli Karma Algoritmalar):<\/strong> Veri b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc do\u011frulamak i\u00e7in kullan\u0131l\u0131r.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86\">Makine \u00f6\u011frenimi algoritmalar\u0131<\/h2>\n<p>Makine \u00f6\u011frenme algoritmalar\u0131, bilgisayarlar\u0131n a\u00e7\u0131k bir programlamaya ihtiya\u00e7 duymadan verilerden \u00f6\u011frenmelerini ve deneyimlerinden faydalanarak kendilerini geli\u015ftirmelerini sa\u011flar.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d9%88%d8%ac%d9%88%d8%af-%d8%af\">Makine \u00f6\u011frenmesi algoritmalar\u0131 neden var?<\/h2>\n<p>Veri hacmi artt\u0131k\u00e7a bu algoritmalar \u00f6ng\u00f6r\u00fcc\u00fc analiz, \u00f6r\u00fcnt\u00fc tan\u0131ma ve karar alma s\u00fcre\u00e7lerini m\u00fcmk\u00fcn k\u0131lmaktad\u0131r.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-10\">Anahtar \u00f6rnekler<\/h5>\n<ul>\n<li><strong>Do\u011frusal regresyon:<\/strong> Nicel bir tepkinin \u00f6ng\u00f6r\u00fclmesi.<\/li>\n<li><strong>Karar a\u011fa\u00e7lar\u0131:<\/strong> S\u0131n\u0131fland\u0131rma ve regresyon g\u00f6revleri i\u00e7in.<\/li>\n<li><strong>Sinir a\u011flar\u0131:<\/strong> Karma\u015f\u0131k desenlerin modellenmesi ve sorunlar\u0131n tahmin edilmesi.<\/li>\n<\/ul>\n<h2 id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\">Sonu\u00e7<\/h2>\n<p>Algoritmalar, yaz\u0131l\u0131m geli\u015ftirmeyi y\u00f6nlendiren, soyut fikirleri programlar\u0131 ve sistemleri \u00e7al\u0131\u015ft\u0131ran i\u015flevsel koda d\u00f6n\u00fc\u015ft\u00fcren motorlard\u0131r.<\/p>","protected":false},"excerpt":{"rendered":"Giri\u015f Algoritmalar, optimizasyon problemlerinin \u00e7\u00f6z\u00fcm\u00fcn\u00fc ve veri i\u015flemeyi m\u00fcmk\u00fcn k\u0131lan temel unsurlard\u0131r. Y\u00f6ntemler veya...","protected":false},"author":1,"featured_media":16604,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"\u062f\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0636\u0631\u0648\u0631\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631","_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"","_yoast_wpseo_canonical":"","_yoast_wpseo_opengraph-description":"","_yoast_wpseo_opengraph-image":"","_yoast_wpseo_twitter-description":"","_yoast_wpseo_twitter-image":"","_yoast_wpseo_focuskeywords":"[]","_yoast_wpseo_primary_category":"193","footnotes":""},"categories":[193,363],"tags":[465,435],"class_list":{"0":"post-16602","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-tutorials","8":"category-programming","9":"tag-algorithm","10":"tag-programming"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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