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

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

236 pages, Paperback

Published June 18, 2020

Reviews

[TS Tan · Rating 5 out of 5]

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.