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Urban gun violence : self-help organizations as healing sites, catalysts for change, and collaborative partners /
Table of Contents: “…Cover -- Half Title -- Series -- Urban Gun Violence -- Copyright -- Dedication -- Contents -- Preface -- Acknowledgments -- SECTION I Setting the Context -- 1. …”
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Automated machine learning for business /
Table of Contents: “…-- Automating machine learning -- Specify business problem -- Acquire subject matter expertise -- Define prediction target -- Decide on unit of analysis -- Success, risk, and continuation -- Accessing and storing data -- Data integration -- Data transformations -- Summarization -- Data reduction and splitting -- Startup processes -- Feature understanding and selection -- Build candidate models -- Understanding the process -- Evaluate model performance -- Comparing model pairs -- Interpret model -- Communicate model insights -- Set up prediction system -- Document modeling process for reproducibility -- Create model monitoring and maintenance plan -- Seven types of target leakage in machine learning and an exercise -- Time-aware modeling -- Time-series modeling.…”
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Population cycles : the case for trophic interactions /
Table of Contents: “…9 Population Cycles: Inferences from Experimental, Modeling, and Time Series Approaches10 Do Trophic Interactions Cause Population Cycles?…”
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Accountability in social interaction /
Table of Contents: “…Cover ; Series ; Titlepage; Copyright ; Contents ; Series Editor's Preface ; Contributors ; 1. …”
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