林轩田-机器学习基石学习笔记2-Applications of Machine Learning?

1. Daily Needs:Food,Clothing,Housing,Transportation

 Food

  data:Twitter data(Words + location)

  skill:tell food good or not

 Clothing

  data:sales figures + client surveys

  skill:give good fashion recommendation recommendations to clients

 Housing

  data:characteristics of buildings and their energy load

  skill:predict energy load of other buildings closely

 Transportation

  data:some traffic sign images and meanings

  skill:recoginize traffic signs accurately

2. Education

  data: student's records on quizzes on a Math tutoring system

  skill: predict whether a student can give a correct answer to another quiz question

3. Entertainment 

  data: how many users have rated some moves 

  skill: predict how a user would rate an unrated movie

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转载自www.cnblogs.com/Kwongwt/p/12285345.html