Machine learning : hands-on for developers and technical professionals

Machine Learning: Hands-On for Developers and Technical Professionals provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. The book contains a breakdown of each ML variant, explaining how it wor...

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Bibliographic Details
Main Author Bell, Jason (Computer scientist) (Author)
Format Electronic eBook
LanguageEnglish
Published Indianapolis, Indiana : John Wiley & Sons, Inc., 2020
EditionSecond edition.
SeriesITpro collection
Subjects
Machine learning.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781119642183
1119642183
9781119642251
1119642256
9781119642190
1119642191
1523133066
9781523133062
9781119642145
1119642140
Physical Description1 online resource.

Cover

Table of Contents:
  • What is machine learning?
  • Planning for machine learning
  • Data acquisition techniques
  • Statistics, linear regression, and randomness
  • Working with decision trees
  • Clustering
  • Association rules learning
  • Support vector machines
  • Artificial neural networks
  • Machine learning with text documents
  • Machine learning with images
  • Machine learning streaming with Kafka
  • Apache Spark
  • Machine learning with R.

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