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June 2, 2024 39 mins

Yapay zeka serimizin dördüncü bölümü. Önce ilk 3 bölümün geniş bir özeti, sonra da 1940lardan bu yana, yapay zekanın en gizemli kolu olan sinir ağlarının gelişimi.

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Konular:

  • (01:17) Amacımız
  • (04:36) Neden Tavsiye Sistemleri
  • (06:01) Neden Sinir Ağları
  • (10:25) Yapay Nöron
  • (12:27) Akıllı Termostat
  • (13:38) Lineer Sınıflandırıcılar
  • (14:49) Hebbian Öğrenme
  • (16:47) Öğrenme Algoritması
  • (17:55) Öğrenme hızı
  • (19:00) Frank Rosenblatt
  • (21:12) Connectionism
  • (22:52) Perceptron Mark 1
  • (26:34) Aktivasyon Fonksiyonu
  • (28:34) FeedForward
  • (30:47) Multi Layer Perceptron
  • (36:20) Öğrenme


Kaynaklar:


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