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第 11 屆 iThome 鐵人賽

DAY 18
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Google Developers Machine Learning

ML Study Jam Journey系列 第 18

Day 18 Feature Engineering (cont.)

  • 分享至 

  • xImage
  •  

Good features those ...

  • Related to the objective
  • Known at prediction time
  • Numbers with meaning magnitudes
  • Have enough examples
  • Bring human insights

Preprocessing and feature creation

  • Scale, Split, Resize and Normalize

Pipeline is a directed graph of steps
Beam - a way to write elastic data processing pipelines


上一篇
Day 17 Feature Engineering (cont.)
下一篇
Day 19 Art and Science of Machine Learning
系列文
ML Study Jam Journey30
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