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Learn how to analyze and manipulate your network data using the open-source library - Pandas.
Pandas is a widely-used open-source data manipulation and analysis tool. In this course, you will learn how to leverage Pandas to work with network data. With its powerful data manipulation capabilities, Pandas is an ideal tool for working with network logs, device state, and other types of network data. You will learn how to use Pandas to preprocess and clean network data, and perform complex data transformations. By the end of this course, you will have a solid foundation in using Pandas for network data analysis.
In this course, you will learn,
- What is Pandas?
- About Pandas data structures - Series vs DataFrames.
- About Pandas data types.
- How to import data from Excel, CSV, JSON and dictionaries into Pandas.
- How to clean our data.
- How to alter and manipulate our data.
- How to explore our data.
- How to export data into CSV, JSON, Dictionaries, Markdown and HTML.
- How to build a script to generate a interface report using Pandas and Cisco Nexus interface data.
This course, also provides,
- Code repository of course code and scripts.
- Content in a written based format.
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