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

Dig deep into the data with a hands-on guide to machine learning. 'Machine Learning' provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals.

Saved in:
Bibliographic Details
Online Access: Full Text (via ProQuest)
Main Author: Bell, Jason (Computer scientist) (Author)
Format: eBook
Language:English
Published: Indianapolis, Indiana : John Wiley & Sons, Inc., [2020]
Edition:Second edition.
Subjects:
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.