Ebook details

Learning Data Mining with Python. Harness the power of Python to analyze data and create insightful predictive models

Learning Data Mining with Python. Harness the power of Python to analyze data and create insightful predictive models

Robert Layton, Robert Layton, Ari Chanen

EBOOK
  • 1. Getting Started with data mining
  • 2. Classifying using scikit-learn estimators
  • 3. Predicting Sports Winners with Decision Trees
  • 4. Recommending Movies using Affinity Analysis
  • 5. Extracting Features with Transformers
  • 6. Detecting Social media spam using Naive Bayes
  • 7. Discovering accounts to follow using graph mining
  • 8. Beating CAPTCHAs with Neural Networks
  • 9. Authorship attribution
  • 10. Clustering news articles
  • 11. Detecting objects in images using Deep Neural Networks
  • 12. Getting fit with big data
  • 13. Appendix : Next steps
  • Title:Learning Data Mining with Python. Harness the power of Python to analyze data and create insightful predictive models
  • Author:Robert Layton, Robert Layton, Ari Chanen
  • Original title:Learning Data Mining with Python. Harness the power of Python to analyze data and create insightful predictive models
  • ISBN:9781784391201, 9781784391201
  • Date of issue:2015-07-29
  • Format:Ebook
  • Item ID: e_3car
  • Publisher: Packt Publishing