LEARN DATA MINING THROUGH EXCEL

by Hong Zhou

Chapter 1: Excel and Data Mining Chapter 2: Linear Regression Chapter 3: K-Means Clustering Chapter 4: Linear discriminant analysis Chapter 5: Cross validation and ROC Chapter 6: Logistic regression Chapter 7: K-nearest neighbors Chapter 8: Naïve Bayes classification Chapter 9: Decision Trees Chapter 10: Association analysis Chapter 11: Artificial Neural network Chapter 12: Text Mining Chapter 13: After Excel

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Reviews

[TS Tan]

A very useful book to learn the actual steps in machine learning methods using straightforward examples, based on the ubiquitous Excel software. Hence, this is extremely accessible knowledge.