AI 101: Eğitim Şart Fularsız Entellik podcast

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AI 101: Eğitim Şart

17d ago 18:31

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MP3•หน้าโฮมของตอน

Yapay zeka serimizin beşinci bölümünde sinir ağlarının eğitimine odaklanıyoruz. İşin detayına gireceğiz ve üç önemli kavram göreceğiz:

Kayıp fonksiyonu veya hata fonksiyonu
hatayı azaltmanın bir yöntemi olan gradient descent
ve onun etkili biçimde uygulanmasını sağlayan backpropagation tekniği.

Konular:

(01:53) Cost function
(05:01) Gradient descent
(11:04) Backpropagation
(15:28) Vanishing Gradient
(16:51) Test vs Eğitim
(17:47) Patreon Teşekkürleri

Kaynaklar:

Video: The Most Important Algorithm in Machine Learning
Video: Backpropagation explained | Part 1 - The intuition
Video: Watching Neural Networks Learn

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