TY - BOOK AU - Hawkins,John TI - Getting Data Science Done: Managing Projects from Ideas to Products SN - 9781637422786 AV - QA76.9.B45 H395 2023 U1 - 658.054 PY - 2022/// CY - New York PB - Business Expert Press KW - Big data KW - Data mining KW - Project management KW - Electronic books N1 - 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 UR - https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=29423597 ER -