2021 EBP:03-08-26 EBP:03-08-26 14:59:27.000 EBP:03-08-26 utf8 0 Oaa Text txt Computermedien c Online-Ressource cr 1980816328 9781003544289 E-Book DDREI drd-66447982 EBP 13117858X KEP 13117858X rda 2026 https://www.dietmardreier.de/annot/426F6F6B446174617C7C393738313033323839363730307C7C434F50.jpg?sq=2 G Cover 93 3 PDA-ULUB-DDREI Test-Driven Data Analysis Chapman & Hall/CRC Data Science Series Nicholas J. Radcliffe Nicholas J. Radcliffe VerfasserIn aut London Chapman and Hall/CRC 1 Online-Ressource bicssc s Probability & statistics bicssc s Automatic control engineering bicssc s Data mining bicssc s Computer science bisacsh s MATHEMATICS / Probability & Statistics / General bisacsh s TECHNOLOGY & ENGINEERING / Automation bisacsh s COMPUTERS / Database Management / Data Mining bisacsh s COMPUTERS / Computer Science 001.42 bicssc PBT bicssc TJFM bicssc UNF bicssc UY Diese Aufnahme bitte nicht benutzen! Nur für Dietmar Dreier PDA! 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? 2021 BSZ 03-08-26 03-08-26 14:59:27.000 ULUB:03-08-26 utf8 5008587455 PDAplusULUB 03-08-26 l01 289 n 00 https://www.uni-ulm.de/einrichtungen/kiz/weiteres/formulare/kaufwunsch-ebook-pda/ Zum Online-Dokument Hier Kaufwunsch erstellen