Test Driven Data Analysis by Radcliffe Nicholas (37 results)
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Condition: New. Nicholas Radcliffe is the Founder and Director of Stochastic Solutions Limited, a Scottish company specializing in consulting in data science, data analysis, and data engineering. He has also, since 1995, been a Visiting Professor in the Operat.
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Taschenbuch. Condition: Neu. Neuware - 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 '.
- Hardcover
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- First Edition
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Condition: New. 2026. 1st Edition. hardcover. . . . . .
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Hardback. Condition: New. 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 a…nalysis 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?".
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Seller: moluna, Greven, Germanymoluna
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Condition: New. Nicholas Radcliffe is the Founder and Director of Stochastic Solutions Limited, a Scottish company specializing in consulting in data science, data analysis, and data engineering. He has also, since 1995, been a Visiting Professor in the Operat.
- Hardcover
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Condition: New. 2026. 1st Edition. hardcover. . . . . . Books ship from the US and Ireland.
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Buch. Condition: Neu. Neuware - 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 '.
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- Hardcover
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Buch. Condition: Neu. Test-Driven Data Analysis | Nicholas J. Radcliffe | Buch | Einband - fest (Hardcover) | Englisch | 2026 | Taylor & Francis Ltd | EAN 9781032897158 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu.
- Hardcover
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Hardcover. Condition: Brand New. 432 pages. 9.18x6.12x9.45 inches. In Stock.
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Hardback. Condition: New. 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 a…nalysis 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?".
- Softcover
- Print on Demand
Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail
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Paperback. Condition: new. Paperback. 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? 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. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
