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Applied Predictive Modeling

This project is done to achieve good knowledge on predictive modeling. Once you go through the book and solve the questions, you will be able to tackle many complicated problems and can sharpen yourself towards data analysis.

For various nature of data, some of open source data files are listed below:

  1. https://archive.ics.uci.edu/ml/datasets.html
  2. https://www.kaggle.com/

Question & Answers

  1. Inside each chapter folder, there is solutions folder
  2. Inside each solutions folder, there are both solutions and R codes

Reference Book:

  1. Kuhn, M., Johnson, K. (2013) Applied Predictive Modeling. NY: Springer