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Learning data mining with Python : harness the power of Python to analyze data and create insightful predictive models /

Bibliographic Details
Main Author: Layton, Robert (Author)
Format: Book
Language:English
Published: Birmingham, UK : Packt Publishing Ltd., July 2015.
Series:Community experience distilled.
Subjects:
Python (Computer program language)
Data mining.
Table of Contents:
  • Getting started with data mining
  • Classifying with scikit-learn estimators
  • Predicting sports winners with decision trees
  • Recommending movies using affinity analysis
  • Extracting features with transformers
  • Social media insight using Naive Bayes
  • Discovering accounts to follow using graph mining
  • Beating CAPTCHAs with neural networks
  • Authorship attribution
  • Clustering news articles
  • Classying objects in images using deep learning
  • Working with big data
  • Appendix : next steps...