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Data Analytics for IT Networks: Developing Innovative Use Cases, First Edition by John Garrett

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Chapter 10

Developing Real Use Cases: The Power of Statistics

In this chapter, you will start developing real use cases. You will spend a lot of time getting familiar with the data, data structures, and Python programming used for building use cases. In this chapter you will also analyze device metadata from the management plane using statistical analysis techniques.

Recall from Chapter 9, “Building Analytics Use Cases,” that the data for this chapter was gathered and prepared using the steps shown in Figure 10-1. This figure is shared again so that you know the steps to use to prepare your own data. Use available data from your own environment to follow along. You also need a working instance of Jupyter Notebook in order to follow step by step. ...

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