Guerrilla Analytics: A Practical Approach to Working with Data - Softcover

Ridge, Enda

Softcover

ISBN 10: 0128002182 ISBN 13: 9780128002186

Verlag: Morgan Kaufmann, 2014

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Enda Ridge is an accomplished data scientist whose experience spans consulting, pre-sales of analytics software and research in academia.

He has consulted to clients in the public and private sectors including financial services, insurance, audit and IT security. Enda is an expert in agile analytics for real world projects where data and requirements change often, resources and tooling are sometimes very limited and results must be traceable and auditable for high profile stakeholders. His experience includes analytics to support the forensic investigation of a major US bankruptcy and the remediation a UK bank’s mis-selling of financial products. He has also applied machine learning and NoSQL approaches to problems in document classification, surveillance and IT access controls. His PhD used Design of Experiments techniques to methodically evaluate algorithm performance.

Enda has authored or co-authored 12 academic research papers, is an invited contributor to edited books and has spoken at several analytics practitioner conferences.

Enda holds a Bachelor’s degree in Mechanical Engineering and Master’s in Applied Computing from the National University of Ireland at Galway and was awarded the National University of Ireland’s Travelling Studentship in Engineering. His PhD was awarded by the University of York, UK.

Details zur Ausgabe

• Verlag: Morgan Kaufmann
• Erscheinungsdatum: 2014
• Sprache: Englisch
• ISBN 10: 0128002182
• ISBN 13: 9780128002186
• Einband: Taschenbuch
• Anzahl der Seiten: 276
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: GPSR Kontakt; gpsr@libri.de; ; Friedensallee 273; Hamburg; 22763; Deutschland