Name: Guerrilla Analytics: A Practical Approach to Working With Data (en Inglés)
SKU: 49643914
Price: 952.27 MXN
Availability: InStock
Author: Enda Ridge
ISBN: 9780128002186

portada Guerrilla Analytics: A Practical Approach to Working With Data (en Inglés)

Guerrilla Analytics: A Practical Approach to Working With Data (en Inglés)

Formato

Libro Físico

Editorial

Morgan Kaufmann

Autor

Enda Ridge

Año

2014

Idioma

Inglés

N° páginas

276

Encuadernación

Tapa Blanda

ISBN13

9780128002186

N° edición

Categorías

Investigación operativa
Software empresarial

Guerrilla Analytics: A Practical Approach to Working With Data (en Inglés)

Enda Ridge (Autor) · Morgan Kaufmann · Tapa Blanda

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Reseña del libro "Guerrilla Analytics: A Practical Approach to Working With Data (en Inglés)"

Doing data science is difficult. Projects are typically very dynamic with requirements that change as data understanding grows. The data itself arrives piecemeal, is added to, replaced, contains undiscovered flaws and comes from a variety of sources. Teams also have mixed skill sets and tooling is often limited. Despite these disruptions, a data science team must get off the ground fast and begin demonstrating value with traceable, tested work products. This is when you need Guerrilla Analytics. In this book, you will learn about: The Guerrilla Analytics Principles: simple rules of thumb for maintaining data provenance across the entire analytics life cycle from data extraction, through analysis to reporting. Reproducible, traceable analytics: how to design and implement work products that are reproducible, testable and stand up to external scrutiny. Practice tips and war stories: 90 practice tips and 16 war stories based on real-world project challenges encountered in consulting, pre-sales and research. Preparing for battle: how to set up your team's analytics environment in terms of tooling, skill sets, workflows and conventions. Data gymnastics: over a dozen analytics patterns that your team will encounter again and again in projectsThe Guerrilla Analytics Principles: simple rules of thumb for maintaining data provenance across the entire analytics life cycle from data extraction, through analysis to reportingReproducible, traceable analytics: how to design and implement work products that are reproducible, testable and stand up to external scrutinyPractice tips and war stories: 90 practice tips and 16 war stories based on real-world project challenges encountered in consulting, pre-sales and researchPreparing for battle: how to set up your team's analytics environment in terms of tooling, skill sets, workflows and conventionsData gymnastics: over a dozen analytics patterns that your team will encounter again and again in projects