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Statistical Machine Learning

- A Unified Framework

About Statistical Machine Learning

This book is a text intended for advanced undergraduates or graduate students which provides theoretical tools for analyzing and designing a large class of supervised, unsupervised, and reinforcement statistical machine learning algorithms using classical theorems from the fields of nonlinear optimization theory and mathematical statistics.

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  • Language:
  • English
  • ISBN:
  • 9781138484696
  • Binding:
  • Hardback
  • Pages:
  • 506
  • Published:
  • July 1, 2020
  • Dimensions:
  • 261x193x32 mm.
  • Weight:
  • 1186 g.
Delivery: 2-3 weeks
Expected delivery: January 11, 2025
Extended return policy to January 30, 2025
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Description of Statistical Machine Learning

This book is a text intended for advanced undergraduates or graduate students which provides theoretical tools for analyzing and designing a large class of supervised, unsupervised, and reinforcement statistical machine learning algorithms using classical theorems from the fields of nonlinear optimization theory and mathematical statistics.

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