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Fundamentals of Data Mining

Data Science 101

This data alone does not make any sense unless it’s identified to be related in some pattern. Data mining is the process of discovering these patterns among the data and is therefore also known as Knowledge Discovery from Data (KDD). Machine learning provides the technical basis for data mining.

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ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

A rule-learning program in high energy physics event classification. Data mining for direct marketing: Problems and solutions. Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining, 73–79. Using the adap learning algorithm to forecast the onset of diabetes mellitus.