"This book has been the only consistent supply of comprehensive instructional material (including data, problems, slides, and solutions) for statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, recommender systems, clustering, time series forecasting, text mining, and network analysis. This edition covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, recommender systems, clustering, time series forecasting, text mining and network analysis. It is also an excellent reference for analysts, researchers, and data science practitioners working with quantitative methods in the fields of business, finance, marketing, computer science and information technology"--
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