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Ali Akbar Septiandri

Halaman materi perkuliahan untuk Teknik Informatika, Universitas Al Azhar Indonesia

On stupid questions

The only stupid question is the one you were afraid to ask but never did.

– Richard Sutton

Can Machines Read Your Emotions?

Video sekilas tentang neural networks dan kemungkinan implementasinya dalam kehidupan sehari-hari

Learning Deep Learning

Deep Learning Framework

Anda ingin belajar deep learning? Coba lihat situs ini. Selain itu, Anda juga bisa menggunakan framework Keras. Instalasi dan contoh penggunaan keras.io dapat dilihat di sini.

Neural Networks and Deep Learning Books

Buku menarik dan gratis yang bisa dijadikan referensi untuk mempelajari neural networks dan deep learning antara lain adalah karya Michael Nielsen atau Goodfellow et al..

MNIST Database

Tugas paling sederhana yang biasanya digunakan untuk melakukan membandingkan supervised learning algorithms bisa dilihat di sini. Untuk tantangan yang lebih, Anda dapat mencoba dataset serupa yang terdiri dari gambar pakaian yang dikenal sebagai Fashion MNIST.

Computing Machinery and Intelligence

Thinking Machine

I propose to consider the question, "Can machines think?" This should begin with definitions of the meaning of the terms "machine" and "think." The definitions might be framed so as to reflect so far as possible the normal use of the words, but this attitude is dangerous, If the meaning of the words "machine" and "think" are to be found by examining how they are commonly used it is difficult to escape the conclusion that the meaning and the answer to the question, "Can machines think?" is to be sought in a statistical survey such as a Gallup poll. But this is absurd. Instead of attempting such a definition I shall replace the question by another, which is closely related to it and is expressed in relatively unambiguous words.

‐ Alan Turing