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You're reading from  Python Real-World Projects

Product typeBook
Published inSep 2023
PublisherPackt
ISBN-139781803246765
Edition1st Edition
Concepts
Programming Language
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Author (1)
Steven F. Lott
Steven F. Lott
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Steven F. Lott

Steven Lott has been programming since computers were large, expensive, and rare. Working for decades in high tech has given him exposure to a lot of ideas and techniques, some bad, but most are helpful to others. Since the 1990s, Steven has been engaged with Python, crafting an array of indispensable tools and applications. His profound expertise has led him to contribute significantly to Packt Publishing, penning notable titles like "Mastering Object-Oriented," "The Modern Python Cookbook," and "Functional Python Programming." A self-proclaimed technomad, Steven's unconventional lifestyle sees him residing on a boat, often anchored along the vibrant east coast of the US. He tries to live by the words “Don't come home until you have a story.”
Read more about Steven F. Lott

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9.4 Summary

This chapter has covered a number of aspects of data validation and cleaning applications:

  • CLI architecture and how to design a simple pipeline of processes.

  • The core concepts of validating, cleaning, converting, and standardizing raw data.

In the next chapter, we’ll dive more deeply into a number of data cleaning and standardizing features. Those projects will all build on this base application framework. After those projects, the next two chapters will look a little more closely at the analytical data persistence choices, and provide an integrated web service for providing cleaned data to other stakeholders.

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Python Real-World Projects
Published in: Sep 2023Publisher: PacktISBN-13: 9781803246765
© 2023 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Steven F. Lott

Steven Lott has been programming since computers were large, expensive, and rare. Working for decades in high tech has given him exposure to a lot of ideas and techniques, some bad, but most are helpful to others. Since the 1990s, Steven has been engaged with Python, crafting an array of indispensable tools and applications. His profound expertise has led him to contribute significantly to Packt Publishing, penning notable titles like "Mastering Object-Oriented," "The Modern Python Cookbook," and "Functional Python Programming." A self-proclaimed technomad, Steven's unconventional lifestyle sees him residing on a boat, often anchored along the vibrant east coast of the US. He tries to live by the words “Don't come home until you have a story.”
Read more about Steven F. Lott

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