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Machine learning with Spark and Python : essential techniques for predictive analytics /

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Bibliographic Details
Main Author: Bowles, Michael (Author)
Corporate Author: ProQuest (Firm)
Format: eBook
Language:English
Published: Indianapolis, IN : Wiley, [2020]
Edition:Second edition.
Subjects:
Machine learning.
Spark (Electronic resource : Apache Software Foundation)
Python (Computer program language)
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • The two essential algorithms for making predictions
  • Understand the problem by understanding the data
  • Predictive model building : balancing performance, complexity, and big data
  • Penalized linear regression
  • Building predictive models using penalized linear methods
  • Ensemble methods
  • Building ensemble models with Python.