Tag: clustering
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Fundamentals of Data Mining
Data mining is the process of discovering these patterns among the data and is therefore also known as Knowledge Discovery from Data (KDD).
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Cloudera Machine Learning Slides
A very nice slidedeck from Jeff Hammerbacher of Cloudera. It goes over k-means clustering and some enhancements. 20130521mlmeetup from Jeff Hammerbacher
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Free Textbook: Mining of Massive Datasets
A few professors from Stanford University have released version 1.1 of their textbook, Mining of Massive Datasets. The book has been created from materials used for a couple of Stanford computer science classes including large-scale data-mining and web mining. The book looks excellent and really focuses on the analysis of data at a large scale.…
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Machine Learning: Algorithms that Produce Clusters | Architects Zone
Machine Learning: Algorithms that Produce Clusters | Architects Zone. The above article provides a nice brief overview of 5 clustering algorithms. K-Means Hierarchical Clustering Fuzzy C-Means Multi-Gaussian with Expectation-Maximization Density-based Cluster This goes well with a previous post about 6 Machine Learning Algorithms.