Machine learning for developers : uplift your regular applications with the power of statistics, analytics, and machine learning

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Bibliographic Details
Main Author Bonnin, Rodolfo (Author)
Format Electronic eBook
LanguageEnglish
Published Birmingham : Packt, October 2017.
Subjects
Machine learning.
elektronické knihy
electronic books
Online AccessFull text
ISBN1786466961
9781786466969
9781523116737
1523116730
1786469871
Physical Description1 online resource (vi, 250 pages) : illustrations

Cover

Table of Contents:
  • Machine learning for developers : uplift your regular applications with the power of statistics, analytics, and machine learning
  • Credits
  • Foreword
  • About the Author
  • About the Reviewers
  • Customer Feedback
  • www.PacktPub.com
  • Table of Contents
  • Preface
  • 1. Introduction
  • Machine Learning and Statistical Science
  • 2. The Learning Process
  • 3. Clustering
  • 4. Linear and Logistic Regression
  • 5. Neural Networks
  • 6. Convolutional Neural Networks
  • 7. Recurrent Neural Networks
  • 8. Recent Models and Developments
  • 9. Software Installation and Configuration
  • Index.

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