Learn Data Mining Through Excel: A Step-By-Step Approach for Understanding Machine Learning Methods

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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: Na´ve Bayes classification

Chapter 9: Decision Trees

Chapter 10: Association analysis

Chapter 11: Artificial Neural network

Chapter 12: Text Mining

Chapter 13: After Excel