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Machine Learning: A Theoretical Approach Book

Machine Learning: A Theoretical Approach
Machine Learning: A Theoretical Approach, This is the first comprehensive introduction to computational learning theory. The author's uniform presentation of fundamental results and their applications offers AI researchers a theoretical perspective on the problems they study. The book presents to, Machine Learning: A Theoretical Approach has a rating of 4 stars
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Machine Learning: A Theoretical Approach, This is the first comprehensive introduction to computational learning theory. The author's uniform presentation of fundamental results and their applications offers AI researchers a theoretical perspective on the problems they study. The book presents to, Machine Learning: A Theoretical Approach
4 out of 5 stars based on 2 reviews
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  • Machine Learning: A Theoretical Approach
  • Written by author Balas K. Natarajan
  • Published by Elsevier Science, July 1991
  • This is the first comprehensive introduction to computational learning theory. The author's uniform presentation of fundamental results and their applications offers AI researchers a theoretical perspective on the problems they study. The book presents to
  • This is the first comprehensive introduction to computational learning theory. The author's uniform presentation of fundamental results and their applications offers AI researchers a theoretical perspective on the problems they study. The book presents to
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Chapter 1 Introduction Chapter 2 Learning Concept on Countable Domains Chapter 3 Time Complexity of Concept Learning Chapter 4 Learning Concepts on Uncoutable Domains Chapter 5 Learning Functions Chapter 6 Finite Automata Chapter 7 Neural Networks Chapter 8 Generalizing the Learning Model Chapter 9 Conclusion


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Machine Learning: A Theoretical Approach, This is the first comprehensive introduction to computational learning theory. The author's uniform presentation of fundamental results and their applications offers AI researchers a theoretical perspective on the problems they study. The book presents to, Machine Learning: A Theoretical Approach

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Machine Learning: A Theoretical Approach, This is the first comprehensive introduction to computational learning theory. The author's uniform presentation of fundamental results and their applications offers AI researchers a theoretical perspective on the problems they study. The book presents to, Machine Learning: A Theoretical Approach

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