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Deep Learning Basics

• 학습 #1 게의 식별 - 라온피플 blog
• 학습 #2 신경계의 구조 - 라온피플 blog
• 학습 #3 인공신경망 구조 - 라온피 blog
• The Neural Network Zoo - The Asimov Institute Cheat Sheet
• 처음 배우는 딥러닝 수학 book:한빛미디어 **
• 밑바닥부터 시작하는 딥러닝 - 사이토 고키 book:한빛미디어 **
• 모두를 위한 딥러닝 강좌 시즌1 - 김성훈 youtube playlist
• A Neural Network in 11 lines of Python #1 - Trask blog
• A Neural Network in 11 lines of Python #2 - Trask blog
• UFLDL Tutorial Deep Learning Tutoral - Standford University Computer Science online lecture
• Neural Networks Introduction - SanghyukChun blog
• The Basic Principles in Deep Neural Networks - SanghyukChun blog
• Single-Layer Neural Networks and Gradient Descent blog
• Neural Network - Namhyuk Ahn blog

Advanced Deep Learning

• Deep Learning (RBM, DBN, CNN) - SanghyukChun blog
• Learning Deep Architectures for AI - Yoshua Bengio - 2009 paper
• Get Started with Machine Learning - Suriyadeepan Ram online lecture
• A Practical Guide to Training Restricted Boltzmann Machines - Geoffrey Hinton - 2010 guide
• Deep Learing - Ian Goodfellow, Yoshua Bengio, Aaron Courville book **