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K-Nearest neighbor is a great technique for dealing with data. In the video below, we will look at how to use this tool with Python. [...Read more...]

VIDEOIn this video, we will look at a simple example of SVM regression. In this context, regression involves predicting a continuous dependent variable. This is similar to the basic form of regression that is taught in an introduction to stats class ... [...Read more...]

Learn how to use support vector machines for classification using Python. This is another great algorithm for data science purposes. [...Read more...]

Linear discriminant analysis is a tool that is used for classification. This tool is one of many that is employed in data science. In this video, we will look at an example of how to use this tool in Python for practical purposes. [...Read more...]

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Kmeans clustering is an unsupervised learning technique used to place date in various groups as determine by the algorithm. In this video, we will go step by step through the process of using this insight tool. [...Read more...]