機器學習定義&分類

Machine Learning definition:
  1. Arthur Samuel: Field of study that gives computers the ability to learn without being explicitly programmed.
  2. A computer program is said to learn from experience E with respect to some task T and some performance measure P,
          if its performance on T, as measured by P, improves with experience E..

ONE:  Supervised Learning 給出標準答案進行訓練
regression problem 連續的
classification problem 離散的

TWO:  Learning Theory 

Three:  Unsupervised Learning  例如聚類問題
(通過圖片建立3D模型)
這些數據有什麼特殊結構

FOUR:  Reinforcement Learning 強化學習
reward function 
好的行爲和壞的行爲
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