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"Most current textbooks were written some years ago and, as with many other areas of technology and manufacturing, CAD … current CAD/CAM usage and implementation and b) provide a single source integrating the entire design-to-manufacture process …, reflecting the industry trend to further integrate CAD and CAM into a single, unified, process"-- …
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Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- k-Nearest Neighbors (kNN) -- The Naive Bayes classifier -- Classification and regression trees -- Logistic regression -- Neural nets --...
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Why and what is data mining? -- The virtuous cycle of data mining -- Data mining methodology and best practices -- Data mining applications in marketing and customer relationship management -- The lure of statistics: data mining using familiar tools -- Decision trees -- Artificial neural...
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