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Microsoft Azure Machine Learning by Sumit Mund

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Chapter 3. Data Exploration and Visualization

Before you do any analysis and find results from your dataset, you need to understand the data. You can do so by data exploration and visualization. ML Studio provides a very basic option to do so, but with the most essential information. To use the tool and understand the data, you need to be familiar with some of the basic concepts such as mean, standard deviation, variables, or features in a dataset, and basic plotting techniques, such as histogram, box plot, scatter plot, and so on. The first part of this chapter will familiarize you with these concepts and then you will find the use of these inside ML Studio to apply them to a sample dataset. If you are a practitioner or are familiar with statistics, ...

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