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Practical Data Analysis by Hector Cuesta

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Chapter 14. Online Data Analysis with IPython and Wakari

In this chapter, we will introduce an online tool for data analysis called Wakari , in which we will set up a complete Python environment within a few seconds. Then, we will present some of the capabilities of Wakari through IPython Notebook, by using the PIL and Pandas libraries.

In this chapter, we will cover:

  • Getting started with Wakari
  • Getting started with IPython Notebook:
    • Data Visualization
  • Introduction to image processing with PIL:
    • Image object
    • Image histogram
    • Image filtering, operations, and transformations
  • Introduction to data analysis with Pandas:
    • Working with time series
    • Working with multivariate dataset with the DataFrame object
    • Grouping, aggregation, and correlation
  • Multiprocessing with ...

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