Machine Learning

예비 지식

• 확률과 통계
• 선형대수학

분류(Classification)

• Naive Bayesian Classifier
• Artificial Neural Network

강화학습(Reinforce Learning)

• 강의
  • UCL Course on RL
  • Youtube
• 책
  • Reinforcement Learning: An Introduction
  • Fundamental of Reinforcement Learning
• Slide
  • Deep RL Tutorial - David Silver
  • 텐서플로우 설치도 했고 튜토리얼도 봤고 기초 예제도 짜봤다면 TensorFlow KR Meetup 2016
• Articles
  • Simple Reinforcement Learning with Tensorflow 한국어 번역
• Resource
  • OpenAI Gym : 실습 가능한 환경을 제공
• Code
  • tensorflow tutorial

링크들

• http://wiki.zeropage.org/wiki.php/MachineLearning%EC%8A%A4%ED%84%B0%EB%94%94
• http://www.reddit.com/r/MachineLearning/comments/20i0vi/meta_collection_of_links_for_beginners_faq
• http://peekaboo-vision.blogspot.kr/2013/01/machine-learning-cheat-sheet-for-scikit.html
• Deep Learning GPU Training System

Links

• https://www.coursera.org/course/neuralnets