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Python Real-World Projects

You're reading from   Python Real-World Projects Craft your Python portfolio with deployable applications

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Product type Paperback
Published in Sep 2023
Publisher Packt
ISBN-13 9781803246765
Length 478 pages
Edition 1st Edition
Languages
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Author (1):
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Steven F. Lott Steven F. Lott
Author Profile Icon Steven F. Lott
Steven F. Lott
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Table of Contents (20) Chapters Close

Preface 1. Chapter 1: Project Zero: A Template for Other Projects 2. Chapter 2: Overview of the Projects FREE CHAPTER 3. Chapter 3: Project 1.1: Data Acquisition Base Application 4. Chapter 4: Data Acquisition Features: Web APIs and Scraping 5. Chapter 5: Data Acquisition Features: SQL Database 6. Chapter 6: Project 2.1: Data Inspection Notebook 7. Chapter 7: Data Inspection Features 8. Chapter 8: Project 2.5: Schema and Metadata 9. Chapter 9: Project 3.1: Data Cleaning Base Application 10. Chapter 10: Data Cleaning Features 11. Chapter 11: Project 3.7: Interim Data Persistence 12. Chapter 12: Project 3.8: Integrated Data Acquisition Web Service 13. Chapter 13: Project 4.1: Visual Analysis Techniques 14. Chapter 14: Project 4.2: Creating Reports 15. Chapter 15: Project 5.1: Modeling Base Application 16. Chapter 16: Project 5.2: Simple Multivariate Statistics 17. Chapter 17: Next Steps 18. Other Books You Might Enjoy 19. Index

1.1 On quality

It helps to have a clear definition of expectations. For these expectations, we’ll rely on the ISO 25010 standard to define quality goals for each project. For more details, see https://iso25000.com/index.php/en/iso-25000-standards/iso-25010.

The ISO/IEC 25010:2011 standard describes Systems and software Quality Requirements and Evaluation (SQuaRE). This standard provides eight characteristics of software. These characteristics are as follows:

  • Functional suitability. Does it do what we need? It is complete, correct, and appropriate for the user’s expressed (and implied) needs? This is the focus of each project’s description.

  • Performance efficiency. Does it work quickly? Does it use the minimum resources? Does it have enough capacity to meet the user’s needs? We won’t address this deeply in this book. We’ll talk about writing performance tests and ways to address performance concerns.

  • Compatibility. Does it co-exist with other...

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