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Machine learning : theory and practice

By: Contributor(s): Material type: TextTextPublication details: Telangana : Universities Press, ©2024Description: xi, 332 p. : col. ill. ; 23 cmISBN:
  • 9789393330697
Subject(s): DDC classification:
  • 006.31 MUR-M
Contents:
Chapter 1: Introduction to Machine Learning
Chapter 2: Nearest Neighbor-Based Models
Chapter 3: Models Based on Decision Trees
Chapter 4: The Bayes Classifier
Chapter 5: Machine Learning Based on Frequent Itemsets
Chapter 6: Representation
Chapter 7: Clustering
Chapter 8: Linear Discriminants for Machine Learning
Chapter 9: Deep Learning
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Includes indexes.

Chapter 1: Introduction to Machine Learning

Chapter 2: Nearest Neighbor-Based Models

Chapter 3: Models Based on Decision Trees

Chapter 4: The Bayes Classifier

Chapter 5: Machine Learning Based on Frequent Itemsets

Chapter 6: Representation

Chapter 7: Clustering

Chapter 8: Linear Discriminants for Machine Learning

Chapter 9: Deep Learning

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