AI 110: Eliza'dan Siri'ye, Konuşan Makinalar

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3M ago 28:02

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İlk chatbot Eliza'dan beri, NLP (doğal dil işleme) alanındaki genel gelişmeler. Watson ve Siri'den bahsettikten sonra ta 2017'ye, Google Translate'in değişimine kadar geliyoruz. Bir sonraki bölümde de GPT modelini tamamen anlayacağız

Konular:

(00:04) Google'ın kovduğu mühendis: "Yapay Zeka bilinçli"
(03:24) Georgetown - IBM Deneyi
(04:04) Çin Odası
(05:16) Eliza
(08:04) İstatistiksel Yaklaşımlar
(10:26) Bag of words
(11:44) El Kindi ve Frekans Analizi
(13:42) Self-supervised learning
(14:21) Watson
(17:31) Siri
(20:07) Evrensel Fonksiyon Yakınsayıcı
(22:26) RNN (Recurrent Neural Net)
(27:12) Patreon Teşekkürleri

Kaynaklar:

Podcast: Sezar'dan Enigma'ya Şifrelerin Kısa Tarihi
Yazı: A Gentle Introduction to the Bag-of-Words
Yazı: America Forgot About IBM Watson.
Yazı: How Siri Lost the AI race

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