Appendix A. A List of Links

The following is a list of links that have been referenced throughout the chapters in this book:

• Link to the datasets used in the book:
  • https://goo.gl/zjS4C6
• Info on predictive modelling:
  • http://aci.info/2014/07/12/the-data-explosion-in-2014-minute-by-minute-infographic/
  • http://www.bbc.com/news/business-26383058
• UCI Machine Learning Library of datasets:
  • http://archive.ics.uci.edu/ml/
• Scikit-learn official website:
  • http://scikit-learn.org/stable/
• Pandas documentation:
  • http://pandas.pydata.org/pandas-docs/stable/tutorials.html
• An Introduction to Statistical Learning:
  • http://www-bcf.usc.edu/~gareth/ISL/ISLR%20First%20Printing.pdf
• Analytics Vidhya blog:
  • http://www.analyticsvidhya.com/
• Kaggle blog:
  • http://blog.kaggle.com/
• Hierarchical clustering PPT, San Jose State University:
  • http://goo.gl/p4kSxv
• Decision tree learning material, Carnegie Mellon University:
  • http://www.cs.cmu.edu/afs/cs/project/theo-20/www/mlbook/ch3.pdf
• Biostatistics Course BIOST 515, Washington University...