Test-Driven Data Analysis (Chapman & Hall/CRC Data Science Series) - Image 1

£158.24

Chapman and Hall/CRC Test-Driven Data Analysis (Chapman & Hall/CRC Data Science Series)

Name: Test-Driven Data Analysis (Chapman & Hall/CRC Data Science Series)
Brand: Chapman and Hall/CRC
Price: 158.24 GBP
Availability: InStock

Data Mining

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Description

Test-driven data analysis is the synthesis of ideas from test-driven development of software to data-intensive work including data science, data analysis, and data engineering. It is a methodology for improving the quality of data and of analytical pipelines and processes. It can be thought of as data analysis as if the answers actually matter. Test-driven data analysis can be thought of as a sibling to reproducible research, with similar concerns, but greater emphasis on automated testing, and less requirement for a human to reproduce results. Extensive checklists are provided that can be used to improve quality before,during, and after analysis. Key Features: Prevents costly errors in analytical processes before they reach production through automated data validation and reference testing of data pipelines. • Provides actionable checklists for issues beyond the reach of automated testing. • Equips readers with open-source Python tools and language-agnostic command-line interfaces. • Addresses testing challenges for modern LLM-based systems including chat-bots and coding assistants. • Instills in analysts an inner voice that is always asking: “How is this misleading data misleading me?”

Product Specifications

Brand: Chapman and Hall/CRC
Format: hardcover
ASIN: 1032897155
Category: Books > Subjects > Computing & Internet > Databases > Data Storage & Management > Data Mining
Domain: Amazon UK
Release Date: 19 May 2026
Listed Since: 27 September 2025

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Chapman and Hall/CRC Test-Driven Data Analysis (Chapman & Hall/CRC Data Science Series)

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