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人工智能入门书单（附PDF链接）

2018年4月2日

数学篇

  1. Introduction to Linear Algebra

     

  2. Linear Algebra and its Applications

     

  3. A First Course in Probability（8th edition）

     

  4. Probability Theory: The Logic of Science

     

  5. Statistical Inference

     

  6. Convex Optimization

     

  7. Elements of Information Theory

     

机器学习篇

  1. Machine Learning

     

  2. Elements of Statistical Learning

     

  3. Pattern Recognition and Machine Learning

     

  4. Information Theory, Inference and Learning Algorithms

     

 

人工智能资讯

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