Learn Data Mining Through Excel: A Step-by-Step Approach for Understanding Machine Learning Methods - Softcover
Synopsis
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 neighborsChapter 8: Naïve Bayes classification
Chapter 9: Decision Trees
Chapter 10: Association analysisChapter 11: Artificial Neural network
Chapter 12: Text Mining
Chapter 13: After Excel
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