Tabla de Contenidos: “…-- Importing data -- Importing data into pandas from Python data structures -- Importing data into pandas from a flat file -- Importing data into pandas from a database -- Common operations on DataFrames -- Adding columns -- Adding blank or user-initialized columns -- Adding new columns by transforming existing columns -- Dropping columns -- Applying functions to multiple columns -- Combining DataFrames -- Converting DataFrame columns to lists -- Getting and setting DataFrame values -- Getting/setting values using label-based indexing with loc -- Getting/setting values using integer-based labeling with iloc -- Getting/setting multiple contiguous values using slicing -- Fast getting/setting of scalar values using at and iat -- Other operations -- Filtering rows using Boolean indexing -- Sorting rows -- SQL-like operations -- Getting aggregate row COUNTs -- Joining DataFrames -- Introduction to scikit-learn -- Sample data -- Data preprocessing -- One-hot encoding of categorical variables -- Scaling and centering -- Binarization -- Imputation -- Feature-selection -- Machine learning algorithms -- Generalized linear models -- Ensemble methods -- Additional machine learning algorithms…”

Tabla de Contenidos: “…Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- Acknowledgments -- About the author -- PART I: Foundations -- 1. Playing the long game of leadership -- The digital workforce -- What makes technical work so challenging? …”

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Tabla de Contenidos: “…Role-Model Examples of Humanitarian Investments -- Notable Articles -- Notable Websites -- Relevant Statistics -- What More Might Be Advocated -- Consider Creating an Internal Think (and Do) Tank -- Defining a Think and Do Tank -- Suggestion as to How to Begin -- Suggested Example Endeavors -- COVID-19 -- Getting to the Truth -- Conclusion -- Recommendations -- Acknowledgments -- References -- Appendix: Survey Utilized -- Index…”

Tabla de Contenidos: “…Actual Production-Hours Paid""; ""Need for Purchase of New Software""; ""23.6 Property: Real Estate""; ""Invoice Analysis""; ""23.7 Packaging: Production and Distribution""; ""Invoices Analysis and Comments on Received Results""; ""23.8 Banking""; ""Results of the Analysis""; ""23.9 Banking""; ""Contribution-Based Activity System and Application of Target Average Rate Index in the Bank""…”

Tabla de Contenidos: “…Measuring Customer SatisfactionBringing the Processes Together; Review Questions; Answers to Review Questions; Appendix: About the Companion CD; What You'll Find on the CD; System Requirements; Using the CD; Troubleshooting; Index…”

Tabla de Contenidos: “…; Why Innovation Is Foundational; Notes; CHAPTER 2 How Did We Get Here?; A Rich History, with Lots of Luggage; Is Mobile Banking a Real Trend?…”

Tabla de Contenidos: “…Cover; Title Page; Copyright; Contents; Foreword; Acknowledgments and Preface; Introduction; The Scholar and the Student; Using This Book as a Social Engineer; Part I Building the Foundation; Chapter 1 What Is Nonverbal Communication?…”

Tabla de Contenidos: “…Command Line UtilitiesScheduling a Package; Proxy Accounts; 64-Bit Issues; Performance Counters; Summary; Chapter 10: Handling Heterogeneous and Unusual Data; Unusual Data Flow Scenarios; Oracle; Other Data Sources; Summary; Chapter 11: Migrating from DTS to SSIS; SQL Server 2005 DTS Backward Compatibility; Administering and Editing a DTS Package; Upgrading from DTS; Handling Exceptions; Summary; Chapter 12: Scaling SSIS; SSIS Scalability Foundations; Data Flow Optimization; Package Execution Principles; Summary; Index…”

Tabla de Contenidos: “…Background in Telecommunications Fraud Social Networks and Fraud; Community Detection; Finding the Outliers within Communities; Rules and Thresholds for Community Outliers; Fraudster Visualization; Final Figures in Fraud; Summary; Chapter 8: Text Analytics; Text Analytics in the Competitive-Intelligence Cycle; Information Revisited; Knowledge Revisited; Linguistic Models; Text-Mining Models; Intelligence Revisited; Experience Revisited; Summary; Bibliography; Index…”

Tabla de Contenidos: “…List of Contributors; Foreword; Jan De Houwer; 10 July 2012; Introduction; Simon Dymond and Bryan Roche; July 2012; Part I; Philosophical Foundations of Relational Frame Theory & Contextual Behavioral Science; Contextual Behavioral Science, Evolution, and Scientific Epistemology; Steven C. …”

Tabla de Contenidos: “…Expecting the Unexpected -- References -- Index…”

Tabla de Contenidos: “…: Christopher Ansell, Martin Lundin, and Per Ola Öberg -- The Coevolution of Innovative Ties, Proximity, and Competencies: Toward a Dynamic Approach to Innovation Cooperation: Uwe Cantner, Susanne Hinzmann, and Tina Wolf -- The Klaus Tschira Foundation -- Index…”

Tabla de Contenidos: “…Kick the Procrastination Habit Eight Time Management Concepts That Will Help You Get More Stuff Done About the Authors Index …”