Machine Learning For Absolute Beginners A Plain English Introduction

Machine Learning For Absolute Beginners A Plain English Introduction

The manner in which computers are now able to mimic human thinking to process information is rapidly exceeding human capabilities in everything from chess to picking the winner of a song contest

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Bibliographic Details
Main Author: Theobald, Oliver (Author)
Format: Book
Language:English
Published: United States Independently Published 2017
Edition:Print book : English : Second edition
Subjects:
Machine learning
Computer algorithms
Data mining
Online Access:Click Here to View Status and Holdings.
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Table of Contents:
  • Preface
  • What is machine learning?
  • Machine learning categories
  • The machine learning toolbox
  • Data scrubbing
  • Setting up your data
  • Regression analysis
  • Clustering
  • Bias & variance
  • Artificial neural networks
  • Decision trees
  • Ensemble modeling
  • Development environment
  • Building a model in Python
  • Model optimization
  • Next steps
  • Bug bounty
  • Further resources
  • Appendix: Introduction to Python

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