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RefCard from the GlowingPython:
This Refcard is a collection of code examples that introduces the reader to the principal Data Mining tasks using Python. In the RefCard you will find the following contents:
- How to import and visualize data.
- How to classify and cluster data.
- How to discover relationships in the data using regression and correlation measures.
- How to reduce the dimensionality of the data in order to compress and visualize the information it brings.
- How to analyze structured data with networkx.
Each topic is covered with code examples based on four of the major Python libraries for data analysis and manipulation: numpy, matplotlib,sklearn and networkx. Here is a preview of the first two pages:
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Published at DZone with permission
Giuseppe Vettigli, DZone MVB. See the original article here.
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