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Record Nr. |
UNINA9910795997103321 |
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Autore |
Hawkins John <1719-1789, > |
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Titolo |
Getting data science done : managing projects from ideas to products / / John Hawkins |
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Pubbl/distr/stampa |
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New York, NY : , : Business Expert Press, LLC, , [2023] |
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©2023 |
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ISBN |
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9781637422786 |
9781637422779 |
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Edizione |
[1st ed.] |
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Descrizione fisica |
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1 online resource (220 pages) |
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Disciplina |
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Soggetti |
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Big data |
Data mining |
Project management |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Nota di contenuto |
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Cover -- Halftitle -- Title -- Copyright -- Description -- Contents -- Preface -- Acknowledgments -- Introduction -- Part I: Problem Framing -- Chapter 1: Getting Started -- Chapter 2: Project Parameters -- Chapter 3: Getting Buy-In -- Chapter 4: Getting Context -- Chapter 5: Getting Measurements -- Chapter 6: Consider Interventions -- Chapter 7: Dwell on Constraints -- Chapter 8: Project Focus -- Chapter 9: Getting Success Metrics -- Part II: Execution -- Chapter 10: Getting Data Updates -- Chapter 11: Data Familiarity -- Chapter 12: Data Science Methods -- Chapter 13: Insights and Analytics -- Chapter 14: Pattern Discovery -- Chapter 15: Predictive Modeling -- Chapter 16: Model Context -- Chapter 17: Project Delivery -- Chapter 18: Estimating ROI -- Chapter 19: Deployment -- Chapter 20: Model Monitoring -- Conclusion -- About the Author -- Index -- Adpage -- Backcover. |
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