02253nam 2200457 450 991081960250332120230626010334.09781637422786(electronic bk.)9781637422779(MiAaPQ)EBC29423597(Au-PeEL)EBL29423597(CKB)24342537500041(EXLCZ)992434253750004120230626d2023 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierGetting data science done managing projects from ideas to products /John Hawkins1st ed.New York, NY :Business Expert Press, LLC,[2023]©20231 online resource (220 pages)Includes index.Print version: Hawkins, John Getting Data Science Done New York : Business Expert Press,c2022 9781637422779 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.Big dataData miningProject managementBig data.Data mining.Project management.658.054Hawkins John1719-1789,1134439MiAaPQMiAaPQMiAaPQ9910819602503321Getting data science done3917141UNINA