Tabla de Contenidos: “…SOVEREIGN SUKUK -- SUKUK -- DEBT CAPITAL MARKETS -- REGULATORY ISSUES -- CROSS-BORDER FINANCING -- CONCLUSION -- ABOUT THE AUTHORS -- Chapter 8: Hong Kong -- ASSET MANAGEMENT -- TAX -- RETAIL AND MICROFINANCE -- ISLAMIC BANKING -- Risk Management -- Adherence to Islamic Law -- Binding Documentation -- Disclosure of Risk and Return to Depositors -- SUKUK AND RENMINBI BUSINESS -- DEBT CAPITAL MARKETS AND EQUITY CAPITAL MARKETS -- REGULATORY ISSUES -- CROSS-BORDER FINANCING -- CONCLUSION -- ABOUT THE AUTHORS -- Chapter 9: India -- ASSET MANAGEMENT -- Alternative Investment Funds -- Real Estate Investment Trusts -- Structured Products -- TAX AND ACCOUNTING -- RETAIL AND MICROFINANCE -- TAKAFUL AND RE- TAKAFUL -- SOVEREIGN SUKUK -- DEBT CAPITAL MARKETS -- Tax and Stamp Duties -- Investor Perception and Documentation Challenge -- REGULATORY ISSUES -- CROSS-BORDER FINANCING -- CONCLUSION -- ABOUT THE AUTHOR -- Chapter 10: Indonesia -- MACROECONOMIC PERFORMANCE AND ASSET MANAGEMENT -- Public Response As Indicated by Liquidity Behavior -- Monetary Policy and Interest Rate Responses -- The Indonesian Islamic Banking Industry: Funding Activities -- The Indonesian Islamic Banking Industry: Financing Activities -- MICROFINANCE -- TAKAFUL AND RE- TAKAFUL -- SUKUK -- REGULATORY ISSUES -- CONCLUSION -- NOTES -- REFERENCES -- ABOUT THE AUTHOR -- Chapter 11: Iran -- THE HISTORY OF IRANIAN BANKING -- Modern Banking: 1887-1925 -- Establishment of Iranian Banks and the Central Bank: 1925-1979 -- Nationalization and Merger of Iranian Banks: 1979-1981 -- Demand for Riba-Free Banking: 1981-1983 -- Development of the Banking System Since 1983 -- THE RIBA-FREE BANKING ACT -- Objectives and Duties -- Mobilization of Financial Resources -- DEPOSITS -- Qard Hasan Deposits -- Current Accounts -- Savings Accounts -- Term Investment Deposits ( Wakalah Accounts)…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Credits -- About the Authors -- About the Reviewers -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Relational Databases -- Database management systems -- A brief history -- Database categories -- The NoSQL databases -- The CAP theorem -- NoSQL motivation -- Key-value databases -- Columnar databases -- Document databases -- Graph databases -- Relational and object relational databases -- ACID properties -- The SQL language -- Relational model concepts -- Relation -- Tuple -- NULL value -- Attribute -- Constraint -- Domain integrity constraint -- Entity integrity constraint -- Referential integrity constraints -- Semantic constraints -- Relational algebra -- The select and project operations -- The rename operation -- The set theory operations -- The cartesian product operation -- Data modeling -- Data model perspectives -- The entity-relation model -- Sample application -- Entities, attributes, and keys -- Mapping ER to relations -- UML class diagrams -- Summary -- Chapter 2: PostgreSQL in Action -- An overview of PostgreSQL -- PostgreSQL history -- The advantages of PostgreSQL -- Business advantages of PostgreSQL -- PostgreSQL user advantages -- PostgreSQL applications -- Success stories -- Forks -- PostgreSQL architecture -- The PostgreSQL community -- PostgreSQL capabilities -- Replication -- Security -- Extension -- NoSQL capabilities -- Foreign data wrappers -- Performance -- Installing PostgreSQL -- Installing PostgreSQL using Advanced Package Tool -- Client installation -- Server installation -- Basic server configuration -- Installing PostgreSQL on Windows -- The PostgreSQL clients -- The psql client -- psql advanced settings -- PostgreSQL utility tools -- Summary -- Chapter 3: PostgreSQL Basic Building Blocks -- Database coding -- Database naming conventions…”

Tabla de Contenidos: “…Foreword xvii PART ONE: Introduction 1 ; Matt Blumberg Introduction 2 Chapter 1: The Nature of a CXO's Role 9 Chapter 2: Scaling a CXO 12 PART TWO: Finance and Administration 15 ; Jack Sinclair Chief Financial Officer 16 Chapter 3: In the Beginning: Laying the CFO Foundation 19 Chapter 4: Fundraising 22 Chapter 5: Size of Opportunity 25 Chapter 6: Financial Plan 27 Chapter 7: Unit Economics and KPIs 30 Chapter 8: Investor Ecosystem Research 32 Chapter 9: Pricing and Valuation 34 Chapter 10: Due Diligence and Corporate Documentation 37 Chapter 11: Using External Counsel 40 Chapter 12: Operational Accounting 42 Chapter 13: Treasury and Cash Management 49 Chapter 14: Building an In-House Accounting Team 52 Chapter 15: International Operations 55 Chapter 16: Strategic Finance 58 Chapter 17: Other Areas to…”

Tabla de Contenidos: “…Understand, Adhere to, and Promote Professional Ethics -- (ISC)2 Code of Professional Ethics -- Organizational code of ethics -- Understand and Apply Security Concepts -- Confidentiality -- Integrity -- Availability -- Authenticity -- Nonrepudiation -- Evaluate and Apply Security Governance Principles -- Alignment of security function to business strategy, goals, mission, and objectives -- Organizational processes -- Organizational roles and responsibilities -- Security control frameworks -- Due care and due diligence -- Determine Compliance and Other Requirements -- Contractual, legal, industry standards, and regulatory requirements -- Privacy requirements -- Understand Legal and Regulatory Issues That Pertain to Information Security -- Cybercrimes and data breaches -- Licensing and intellectual property requirements -- Import/export controls -- Transborder data flow -- Privacy -- Understand Requirements for Investigation Types -- Develop, Document, and Implement Security Policies, Standards, Procedures, and Guidelines -- Policies -- Standards (and baselines) -- Procedures -- Guidelines -- Identify, Analyze, and Prioritize Business Continuity (BC) Requirements -- Business impact analysis -- Develop and document the scope and the plan -- Contribute to and Enforce Personnel Security Policies and Procedures -- Candidate screening and hiring -- Employment agreements and policies -- Onboarding, transfers, and termination processes -- Vendor, consultant, and contractor agreements and controls -- Compliance policy requirements -- Privacy policy requirements -- Understand and Apply Risk Management Concepts -- Identify threats and vulnerabilities -- Risk assessment/analysis -- Risk appetite and risk tolerance -- Risk treatment -- Countermeasure selection and implementation -- Applicable types of controls -- Control assessments (security and privacy)…”

Tabla de Contenidos: “…Element 42 The Double-Edged Sword of Ultimatums -- The Strategic Use of Ultimatums -- The Risks of Ultimatums -- Element 43 Time Out: Embracing Preparation and Patience -- Element 44 Checklists -- The Dos of Negotiation -- The Don'ts of Negotiation -- Checklist for a Successful Negotiation Before and During Negotiations -- Post-Negotiation Audit Checklist Negotiation Evaluation -- Element 45 Closing the Deal: Strategies for Effective Negotiation Conclusions -- Negative Closure Tactics -- Signing the Deal -- Navigating Post-Negotiation Challenges -- The Importance of Documentation -- Element 46 Working with Summaries -- Check by Summarizing -- Document the Process -- Learn How to Listen -- Use Paper and Pen, iPad, or Computer -- Element 47 Anchoring in Negotiation -- The Everyday Salary Negotiation -- Element 48 Postmortems: Navigating the Aftermath -- Post-Negotiation Analysis and Relationship Continuity -- Deciding Whether to Continue the Relationship -- Element 49 Creating a Negotiation Planner -- Your Negotiation Goals -- Your Counterpart's Negotiation Goals -- Chapter 50 The Next Best Alternative in Negotiations -- The Concept of NBA -- Importance in Strategy Development -- Application in Corporate Negotiations -- The Power of Breaks -- Element 51 Testing Limits with Respect -- The Carrot vs. the Stick Approach -- Avoiding Lowball Offers -- Encouraging Dialogue, Not Debate -- The Art of Saying No -- Understanding Pressure Dynamics -- Chapter 4 Tactics: Introduction: Negotiation Tactics -- Element 52 The Combative Negotiator -- Agreement Disputes -- Conflict Is Harmful -- Not Seeing the Whole Picture -- Don't Get Caught in the Trap -- How to Meet a Combative Negotiator -- Meeting Conflict with Conflict -- Element 53 The Concession-Oriented Negotiator -- The Domino Effect of Unilateral Concessions -- Common Mistakes in Concession-Based Negotiations…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Getting Started with Marketing with AI -- Chapter 1 A Brief History of AI -- Early Technological Advances -- Alan Turing and Machine Intelligence -- The Turing Test in 1950 -- The Turing test: 1960s and beyond -- The Dartmouth Conference of 1956 -- Machine Learning and Expert Systems Emerge -- Meeting machine learning -- Examining expert systems -- An AI Winter Sets In -- The Stanford Cart: From the '60s to the '80s -- More AI Developments in the 1980s -- Rapid Advancements of AI in the 1990s and Beyond -- Watching machine learning grow up -- Playing a pivotal chess match -- Tracking the deep learning revolution -- Demonstrating intuition in the age of AI -- Creating content with generative AI -- Chapter 2 Exploring AI Business Use Cases -- Automating Customer Service -- Serving customers by using chatbots -- Resolving customer issues with virtual assistants -- Seeking out trends and solutions with sentiment analysis -- Enhancing Product and Technology with AI -- Streamlining product validation -- Simulating user experience testing -- Writing code -- Detecting and resolving software bugs -- Testing software and creating documentation -- Accelerating Research and Development -- Generating and exploring ideas -- Extracting insights from data -- Optimizing product designs and production processes -- Giving Marketing an AI Boost -- Creating coherent, consistent content -- Personalizing marketing messages -- Managing digital advertising -- Streamlining search engine optimization (SEO) -- Optimizing Sales with AI -- Driving profitability -- Nurturing leads -- Forecasting sales -- Adding AI to Legal Activities -- Analyzing documentation for legal research…”

Tabla de Contenidos: “…-- Do recipes overlap with technical documentation? -- Coverage - did we test the right things well enough? …”

Tabla de Contenidos: “…Design of Goods and Services -- Global Company Profile: Nautique Boats: Product Design Provides Competitive Advantage at Nautique Boats -- Goods and Services Selection -- Product Strategy Options Support Competitive Advantage -- Product Life Cycles -- Life Cycle and Strategy -- Product-by-Value Analysis -- Generating New Products -- Product Development -- Product Development System -- Quality Function Deployment (QFD) -- Organizing for Product Development -- Manufacturability and Value Engineering -- Issues for Product Design -- Robust Design -- Modular Design -- Computer-Aided Design (CAD) and Computer-Aided Manufacturing (CAM) -- OM in Action: Israeli Startups Roll Out 3D Printed Steaks -- Virtual Reality Technology -- Value Analysis -- Sustainability and Life Cycle Assessment (LCA) -- Product Development Continuum -- Purchasing Technology by Acquiring a Firm -- Joint Ventures -- Alliances -- Defining a Product -- Make-or-Buy Decisions -- Group Technology -- Documents for Production -- Product Life-Cycle Management (PLM) -- Service Design -- Designing More Efficient Services -- OM in Action: Amazon Pushes Product Design -- Documents for Services -- Application of Decision Trees to Product Design -- Transition to Production -- Summary -- Key Terms -- Ethical Dilemma -- Discussion Questions -- Solved Problem -- Problems -- Case Studies -- De Mar's Product Strategy -- Video Case Studies -- Product Design at Nautique Boat Company -- Celebrity Cruises Designs a New Ship -- Endnotes -- Bibliography -- Chapter 5 Rapid Review -- Self Test -- Supplement 5. …”

Tabla de Contenidos: “…Design of Goods and Services -- Global Company Profile: Nautique Boats: Product Design Provides Competitive Advantage at Nautique Boats -- Goods and Services Selection -- Product Strategy Options Support Competitive Advantage -- Product Life Cycles -- Life Cycle and Strategy -- Product-by-Value Analysis -- Generating New Products -- Product Development -- Product Development System -- Quality Function Deployment (QFD) -- Organizing for Product Development -- Manufacturability and Value Engineering -- Issues for Product Design -- Robust Design -- Modular Design -- Computer-Aided Design (CAD) and Computer-Aided Manufacturing (CAM) -- OM in Action: Israeli Startups Roll Out 3D Printed Steaks -- Virtual Reality Technology -- Value Analysis -- Sustainability and Life Cycle Assessment (LCA) -- Product Development Continuum -- Purchasing Technology by Acquiring a Firm -- Joint Ventures -- Alliances -- Defining a Product -- Make-or-Buy Decisions -- Group Technology -- Documents for Production -- Product Life-Cycle Management (PLM) -- Service Design -- Designing More Efficient Services -- OM in Action: Amazon Pushes Product Design -- Documents for Services -- Application of Decision Trees to Product Design -- Transition to Production -- Summary -- Key Terms -- Ethical Dilemma -- Discussion Questions -- Solved Problem -- Problems -- Case Studies -- De Mar's Product Strategy -- Video Case Studies -- Product Design at Nautique Boat Company -- Celebrity Cruises Designs a New Ship -- Endnotes -- Bibliography -- Chapter 5 Rapid Review -- Self Test -- Supplement 5. …”

Tabla de Contenidos: “…-- Why Linux Is Popular with Hardware Companies and Developers -- Linux Is Portable -- Standards -- The C Programming Language -- Overview of Linux -- Linux Has a Kernel Programming Interface -- Linux Can Support Many Users -- Linux Can Run Many Tasks -- Linux Provides a Secure Hierarchical Filesystem -- The Shell: Command Interpreter and Programming Language -- A Large Collection of Useful Utilities -- Interprocess Communication -- System Administration -- Additional Features of Linux -- GUIs: Graphical User Interfaces -- (Inter)networking Utilities -- Software Development -- Chapter Summary -- Exercises -- PART I: THE LINUX OPERATING SYSTEM -- CHAPTER 2: GETTING STARTED -- Conventions Used in This Book -- Logging In -- Working with the Shell -- Curbing Your Power: Superuser Access -- Getting the Facts: Where to Find Documentation -- More About Logging In -- Chapter Summary -- Exercises -- Advanced Exercises -- CHAPTER 3: COMMAND LINE UTILITIES -- Special Characters -- Basic Utilities -- Working with Files -- | (Pipe): Communicates Between Processes -- Four More Utilities -- Compressing and Archiving Files -- Locating Commands -- Obtaining User and System Information -- Communicating with Other Users -- Email -- Chapter Summary -- Exercises -- Advanced Exercises -- CHAPTER 4: THE LINUX FILESYSTEM -- The Hierarchical Filesystem -- Directory and Ordinary Files -- Working with Directories -- Access Permissions -- Links -- Chapter Summary -- Exercises -- Advanced Exercises -- CHAPTER 5: THE SHELL -- The Command Line -- Standard Input and Standard Output -- Running a Program in the Background -- Filename Generation/Pathname Expansion…”

Tabla de Contenidos: “…-- API protocols -- API data-exchange formats -- The railway API -- Modeling the database -- Main setup and configuration -- Adding settings -- Station endpoints -- Reading data -- Creating data -- Updating data -- Deleting data -- User authentication -- Documenting the API -- Consuming an API -- Calling the API from Django -- Where do we go from here? …”

Tabla de Contenidos: “…-- Structure of a game concept document -- The hook or elevator pitch -- Description -- Key feature set -- Platform -- Audience -- Genre -- Business model -- Knowing your competition -- Understanding the ideation process -- Coming up with ideas -- Twisting familiar mechanics -- Creativity through constraints -- Finding the fun -- Defining fantasy -- The mood, or how the game looks and feels -- Summary -- Chapter 3: Scoping a Game Project -- The evolution of game structure -- Common game structures -- Linear -- Structured nonlinear -- Open nonlinear -- Endless and sandbox -- Notes on structure -- Game content -- Content burn -- Scoping practices -- Content lifespan -- Game flow -- Planning design work -- Estimation techniques -- Priorities and dependencies -- Summary -- Chapter 4: Creating Design Documentation -- The purpose of a GDD -- Characteristics of a good GDD -- It is modular -- It starts with goals and requirements -- It is the result of a discussion -- It is clear, brief, and concise -- It is multimedia -- It leaves space for creativity and debate -- It comes in different formats and sizes -- It is online, shareable, and accessible -- Tools for writing a GDD -- Word processors -- Wikis -- Presentations -- Note organizers -- Digital whiteboards -- Mind maps…”

Tabla de Contenidos: “…-- Reviewing key-value use cases across industries -- Example database operations of the simple key-value kind -- Learning about DynamoDB data types -- Scalar types -- Document types -- Set types -- Learning about DynamoDB data limitations -- Throughput -- Item sizes -- Reserved words -- Page sizes -- Limitations on data types and dependent functionalities -- Summary -- References -- Chapter 5: Moving from a Relational Mindset -- Realizing and understanding relationships in data -- All data is relational…”

Tabla de Contenidos: “…Input Field - TextMeshPro -- TextMeshPro - Input Field component -- Examples -- Creating a dropdown menu with images -- Summary -- Part 4: Unity UI Advanced Topics -- Chapter 14: Animating UI Elements -- Technical requirements -- Animation Clips -- Animation Events -- Animator Controller -- The Animator of Transition Animations -- Animator layers -- Setting Animation Parameters in scripts -- Animator Behaviours -- Animating pop-up windows to fade in and out -- Animating a complex loot box -- Summary -- Chapter 15: Particles in the UI -- Technical requirements -- Particles in the UI -- Examples -- Creating a Particle System that displays in the UI -- Summary -- Chapter 16: Utilizing World Space UI -- Technical requirements -- When to use World Space UI -- Appropriately scaling text in the Canvas -- Other considerations when working in World Space -- Examples -- 2D World Space status indicators -- 3D hovering health bars -- Summary -- Chapter 17: Optimizing Unity UI -- Optimization basics -- Frame Rate -- GPU and CPU -- Tools for determining performance -- Statistics window -- Unity Profiler -- Unity Frame Debugger -- Basic Unity UI Optimization Strategies -- Using multiple Canvases and Canvas Hierarchies -- Minimizing the use of Layout Groups -- Hiding objects appropriately -- Appropriately time object pooling enabling and disabling -- Reducing Raycast computations -- Summary -- Further reading -- Part 5: Other UI and Input Systems -- Chapter 18: Getting Started with UI Toolkit -- Technical requirements -- Overview of UI Toolkit -- Installing the UI Toolkit package -- Parts of the UI Toolkit system -- Visual Elements and UI Hierarchy -- Creating UI with the UI Builder -- Using the UI Document component -- Making The UI interactable with C# -- The UIElements namespaces -- Getting a reference to UI Documents variables -- Managing Visual Element events…”

Tabla de Contenidos: “…Intro -- Wicked Cool Ruby Scripts -- FOREWORD -- ACKNOWLEDGMENTS -- INTRODUCTION -- Wicked Cool Ruby Scripts -- You Need Ruby Basics -- Documentation -- Organization and Approach -- The Website -- 1. …”

Tabla de Contenidos: “…Developing a Functional AV Scope -- Compiling Information for the Functional AV System Scope -- Needs Determine Applications -- Form Follows Function -- Gathering Information About Facilities -- Conducting Project Planning and Coordination Meetings -- Documenting the Functional AV Scope with the Program Report -- Objectives of the Program Report -- Contents of the Program Report -- Presenting the Program Report to the Client -- Distributing the Program Report -- Preparing for the Client Presentation -- Conducting the Client Presentation -- Program Report Approval and Next Steps -- Chapter Review -- Review Questions -- Answers -- Part IV: Designing and Building an AV Solution -- Chapter 16. …”

Tabla de Contenidos: “…-- 3-way handshake -- Modes of firewall -- Stateful packet inspection -- Stateless packet inspection -- Architecting firewall rules -- The deny all and allow some approach -- The allow all and deny some approach -- Firewall justification document -- A sample firewall justification document -- Inbound rules -- Outbound rules -- Tracking firewall changes with alarms -- Best practices -- Application layer security -- Intrusion Prevention Systems -- Overview architecture of IPS -- IPS in a cloud environment -- Implementing IPS in the cloud -- Deep Security -- Anti-malware -- Application control -- The IPS functionality -- A real-world example -- Implementation -- Advantages that IPS will bring to a cloud environment -- A web application firewall -- Architecture -- Implementation -- Network segmentation -- Understanding a flat network -- Segmented network -- Network segmentation in cloud environments -- Segmentation in cloud environments -- Rule of thumb -- Accessing management -- Bastion hosts -- The workings of bastion hosts -- The workings of SSH agent forwarding -- Practical implementation of bastion hosts -- Security of bastion hosts -- Benefits of bastion hosts -- Disadvantages of bastion hosts -- Virtual Private Network -- Routes - after VPN is connected -- Installation of OpenVPN -- Security for VPN -- Recommended tools for VPN -- Approaching private hosted zones for DNS -- Public hosted zones -- Private hosted zones -- Challenge -- Solution -- Summary -- Chapter 4: Server Hardening -- The basic principle of host-based security -- Keeping systems up-to-date -- The Windows update methodology -- The Linux update methodology -- Using the security functionality of YUM…”

Tabla de Contenidos: “…-- MEANING MAKING AND THE LANGUAGE OF DIGITAL MEDIA IN THEATRE -- A Designer's Practical Taxonomy -- Examples of Atmospheric and Interactive Digital Media -- Atmospheric Digital Media -- Interactive Digital Media -- REFERENCES -- CHAPTER 2 INTEGRATING DIGITAL MEDIA DESIGN INTO THE THEATRICAL TEAM -- PRODUCERS AND PRODUCTION MANAGEMENT -- Budget -- Scheduling -- Personnel/Crew -- STAGE MANAGEMENT -- Digital Media in the Rehearsal Hall -- ARTISTIC TEAM -- Directors -- Actors -- Rehearsing with Interactive Digital Media -- TOWARD A UNIFIED DESIGN -- Scenic -- Screens -- Materials and Textures -- Self-Emitting Media Gear -- Staging -- Floor Treatment -- 3D Models -- Shared Documents Created by the Scenic Department -- Ground Plan -- Elevations and Sections -- Line Set Schedule -- Lighting -- Projections -- Direction of Light -- Projector Placement -- Color Temperature -- Color Palette -- Brightness -- Tech -- Sound -- Who's in Charge of What? …”

Tabla de Contenidos: “…Cover -- Contents -- Foreword -- Preface -- Acknowledgments -- About the Authors -- Introduction -- Chapter 1 The Basics of Perl -- Item 1. Find the documentation for Perl and its modules. -- Item 2. Enable new Perl features when you need them. -- Item 3. …”

Tabla de Contenidos: “…3.3.2 Weighing words with inverse document frequency -- 3.4 Practical use of the search algorithm -- 3.4.1 Retrieval of the most similar documents -- 3.4.2 Evaluation of the results -- 3.4.3 Deploying search algorithm in practice -- Summary -- Solutions to miscellaneous exercises -- 4 Information extraction -- 4.1 Use cases -- 4.1.1 Case 1 -- 4.1.2 Case 2 -- 4.1.3 Case 3 -- 4.2 Understanding the task -- 4.3 Detecting word types with part-of-speech tagging -- 4.3.1 Understanding word types -- 4.3.2 Part-of-speech tagging with spaCy -- 4.4 Understanding sentence structure with syntactic parsing -- 4.4.1 Why sentence structure is important -- 4.4.2 Dependency parsing with spaCy -- 4.5 Building your own information extraction algorithm -- Summary -- Solutions to miscellaneous exercises -- 5 Author profiling as a machine-learning task -- 5.1 Understanding the task -- 5.1.1 Case 1: Authorship attribution -- 5.1.2 Case 2: User profiling -- 5.2 Machine-learning pipeline at first glance -- 5.2.1 Original data -- 5.2.2 Testing generalization behavior -- 5.2.3 Setting up the benchmark -- 5.3 A closer look at the machine-learning pipeline -- 5.3.1 Decision Trees classifier basics -- 5.3.2 Evaluating which tree is better using node impurity -- 5.3.3 Selection of the best split in Decision Trees -- 5.3.4 Decision Trees on language data -- Summary -- Solutions to miscellaneous exercises -- 6 Linguistic feature engineering for author profiling -- 6.1 Another close look at the machine-learning pipeline -- 6.1.1 Evaluating the performance of your classifier -- 6.1.2 Further evaluation measures -- 6.2 Feature engineering for authorship attribution -- 6.2.1 Word and sentence length statistics as features -- 6.2.2 Counts of stopwords and proportion of stopwords as features -- 6.2.3 Distributions of parts of speech as features…”