Tabla de Contenidos: “…Various methods of importing data in PythonCase 1 - reading a dataset using the read_csv method; The read_csv method; Use cases of the read_csv method; Case 2 - reading a dataset using the open method of Python; Reading a dataset line by line; Changing the delimiter of a dataset; Case 3 - reading data from a URL; Case 4 - miscellaneous cases; Reading from an .xls or .xlsx file; Writing to a CSV or Excel file; Basics - summary, dimensions, structure; Handling missing values; Checking for missing values; What constitutes missing data?…”

Tabla de Contenidos: “…; Fraud Detection and Prevention; Big Data for Fraud Detection; Data-Driven Fraud Detection; Fraud-Detection Techniques; Fraud Cycle; The Fraud Analytics Process Model; Fraud Data Scientists; A Fraud Data Scientist Should Have Solid Quantitative Skills; A Fraud Data Scientist Should Be a Good Programmer; A Fraud Data Scientist Should Excel in Communication and Visualization Skills…”

Tabla de Contenidos: “…Project ResourcesCreating a Responsibility Matrix; Filtering a Responsibility Matrix in Microsoft Excel; The Project Organization Chart; Putting a Project Team Together; Creating Resources in Project; Importing Resources; Resource Information; Cost Information; Categorizing Resources; Resource Availability; Creating a Resource Pool; In Summary; Nine. …”

Tabla de Contenidos: “…CollaborationWikis; SharePoint Server 2007 Standard; Search and Indexing; Shared Services Providers; Portals; Site Collection Auditing; Enterprise Content Management; SharePoint Server 2007 Enterprise; Forms Server 2007; Excel Calculation Services; Business Data Catalog; SharePoint Server 2007 for Internet Sites; How Can SharePoint Server Help My Organization?…”

Tabla de Contenidos: “…Chapter 11: Recognizing Compliance Excellence: Premier, Inc. and Winning the Baldrige Award*…”

Tabla de Contenidos: “…Relationship NavigationRelationship Behavior; Entity Mapping; Creating Custom Relationships; Adding Multiple User References per Account; Creating Parent and Child Cases; Creating Custom Entities; Custom Entity Benefits; Custom Entity Limitations; Custom Entity Example; Ownership; Entity Icons; Creating a Custom Entity; Deleting a Custom Entity; Application Navigation; Site Map; Entity Display Areas; Summary; Chapter 7: Reporting and Analysis; Reporting and Analysis Tools; Entity Views and Advanced Find; Dynamic Excel Files; Static vs. Dynamic Exports; Exporting…”

Tabla de Contenidos: “…Types of Project Management OfficesCenter of Excellence Project Office; Administrative Project Office; Business Unit of Project Managers; Strategic Project Management Office; Project-Specific Project Management Offices; Organizational Location of Project Management Offices; Criteria for Successful Project Offices; Overview of Strategic Management; Key Strategic Terms; Using Projects to Meet Organizational Needs; Categorizing Projects; Where Do Projects Come From?…”

Tabla de Contenidos: “…Chapter 4: Performance Is a FeatureCommon Performance Challenges; Network Latency; Payload Size and Network Round Trips; Limited TCP Connections; Poorly Optimized Code; Analyzing Application Performance; Analyzing the Performance of Live Search; Tactics for Improving Web Application Performance; Reduce Payload Size; Cache Effectively; Optimize Network Traffic; Organize and Write Code for Better Performance; Incorporating Performance Best Practices; Establish a Performance Excellence Program; Inside Microsoft: Tackling Live Search Performance; Web Performance Principles; Key Success Factors…”

Tabla de Contenidos: “…Using Presence-Based ApplicationsChapter 13: Locating by Associating; Knowing When to Use Associations; Understanding the Underlying Technologies; Using Locating by Associating; Part IV: Monitoring Performance and Securing RTLS; Chapter 14: Measuring RTLS Performance; Defining the Metrics; Measuring the End-User Experience; Gauging Operational Excellency; Establishing Application Objectives; Chapter 15: RTLS Vulnerabilities; Evaluating Security Threats; Knowing Your Options: Countermeasures; Catching the Attacks; Evaluating the Real Security Challenge; Part V: The Part of Tens…”

Tabla de Contenidos: “…; How Does Operations (Supply Chain) Excellence Impact the Income Statement and Balance Sheet to Drive Return on Invested Capital?…”

Tabla de Contenidos: “…Working Software Is the Principle Measure of ProgressSustainable Development, Able to Maintain a Constant Pace; Close, Daily Cooperation Between Business People and Developers; Simplicity; Self-Organizing Teams; Face-to-Face Conversation as the Best Form of Communication; Motivated Individuals Who Are Trusted; Continuous Attention to Technical Excellence; Regular Adaptation to Changing Circumstances; Summary; CHAPTER 3 Core APEX vs. …”

Tabla de Contenidos: “…; Data Analytics Exposed; Notes; Chapter 4: Using ACL Analytics in the Face of Excel; The Devil Remains in the Details; Notes; Chapter 5: Fraud Analytics versus Predictive Analytics; Overview of Fraud Analysis and Predictive Analysis; Comparing and Contrasting Methodologies; 13 Step Score Development versus Fraud Analysis; CRISP-DM versus Fraud Data Analysis…”

Tabla de Contenidos: “…; BI Languages; Understanding BI from an End User's Perspective; Building the First Sample-Using AdventureWorks; Deploying the Standard Edition Version of the Sample Cube; How to Connect to the Sample Cube Using Excel; Understanding BI Through the Sample; Understanding the Business Problems That BI Addresses…”

Tabla de Contenidos: “…Creating reports using SAP BusinessObjects ExplorerCreating reports using SAP BusinessObjects Dashboards/Xcelsius; Creating reports using SAP BusinessObjects Analysis for OLAP; Creating reports using Microsoft Excel; Creating reports in SAP Lumira; Chapter 5: Advanced Features in SAP HANA; Introduction; Converting different currencies; Creating hierarchies; Creating variables; Creating input parameters; Creating filters; Creating procedures using SQLScript; Creating decision tables; Chapter 6: User Management; Introduction; Creating users; Creating roles; Assigning roles to users…”

Tabla de Contenidos: “…ProfitabilityStrategic Flexibility; Closing the Gap; Summary; Notes; Chapter 9 Bringing It All Together; Alignment; Business/IT Alignment; Strategy/Operations/Tactical Alignment; Financial/Operational Alignment; Cross-Functional Alignment; Internal/External Alignment; A Common Business Language; Maturity Is in the Arrows; Return on Investment and Total Cost of Ownership; Standard Architecture; Your EPM Roadmap; Organizational Readiness: The EPM Center of Excellence; Paralyzed by Feuds?; EPM and Incentive Plans; How Do You Get Started?…”

Tabla de Contenidos: “…Unleashing the Power of IT: Bringing People, Business, and Technology Together; Contents; Foreword; Preface; Acknowledgments; 1 Creating Your Twenty-First Century Workforce and Culture; Core Skills for Success; A Consistent Terminology; Who Will Benefit Most; Leveraging This Book; 2 Transforming Your IT Team; How to Make This Transition: Learn to Think Differently; Five Critical Success Factors that Enable IT Organizational Excellence; Conclusion: High-Performance Reality; 3 Building a Client-Focused IT Culture; What Good Service Looks Like; Service Skills and Mindsets…”

Tabla de Contenidos: “…Quality and Content Are King and Queen of the Digital Media Realm; If You Don't Have Good Content or Sufficient Quality, Don't Bother; The Definitions of "Good Content" and "Sufficient Quality" Change Depending Upon Your Target Audience, Usage, Price Charged, etc; Some Content is Excellent for Streaming or Digital Media, While Others are Unsuitable; When Determining the Best Quality for Your Company, Make Sure You Understand the Four Sides of the Digital Media "Business Square"…”

Tabla de Contenidos: “…Distillation column)Modelling Toolbox; Model analysis; Example of application of ICAS-MoT; Using ICAS-MoT from Excel; Summary; References; Process modelling with ModDev; Tutorial example 1-steady-state tank (mixer); Tutorial example 2-dynamic tank mixer model with negligible energy holdup; Tutorial example 4-tank with reaction (CSTR); Other examples; Chapter - 4 Overview of the Case Studies; Chapter - 5 Constitutive Models; Modelling of temperature-dependent pure compound physical properties; Model Analysis; Life Cycle Perspectives on Modelling…”

Tabla de Contenidos: “…Chapter 8: How to Effectively Promote Content Why is content promotion important? How do you excel at content promotion? What does a successful content promotion campaign look like? …”

Tabla de Contenidos: “…Aim 1: Identifying the constituents of good/bad/excellent service in practiceAim 2: Recognising the importance of customers' expectations and feelings; 4 Who are our customers? …”