Machine learning : hands-on for developers and technical professionals

Machine learning : hands-on for developers and technical professionals / Jason Bell.

This book provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. It contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers...

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Bibliographic Details
Main Author: Bell, Jason (Computer scientist)
Format: eBook
Language:English
Published: Indianapolis, Ind. : Wiley, ©2015.
Subjects:
Machine learning.
COMPUTERS > General.
Machine learning
dissertations.
Academic theses
Academic theses.
Thèses et écrits académiques.
Online Access:Click for online access
Table of Contents:
  • What is machine learning?
  • Planning machine learning
  • Working with decision trees
  • Bayesian networks
  • Artificial neural networks
  • Association rules learning
  • Support vector machines
  • Clustering
  • Machine learning in real time with Spring XD
  • Maching learning as a batch process
  • Apache Spark
  • Machine learning with R.

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