Tabla de Contenidos: “…. -- Understanding text datasets - loading, managing, and visualizing the Enron Email dataset -- Getting ready -- How to do it... -- How it works... -- There's more... -- Chapter 3: Solving Regression Problems -- Technical requirements -- Understanding the math of regression models -- Getting ready -- How to do it... -- How it works... -- There's more... -- Defining loss functions and evaluation metrics for regression -- Getting ready -- How to do it... -- How it works... -- There's more... -- Training regression models -- Getting ready -- How to do it... -- How it works... -- There's more... -- Evaluating regression models -- Getting ready -- How to do it... -- How it works... -- There's more... -- Chapter 4: Solving Classification Problems -- Technical requirements -- Understanding math for classification models -- Getting ready -- How to do it…”

Tabla de Contenidos: “…Àngels Gutiérrez Lapi -- Enron, o de la depreciació de l'ètica / David Murillo Bonvehí -- ¿Ética en las empresas o empresas éticas? …”

“…The regulatory framework for financial reporting, auditing and governance has changed radically in recent years, as a result of problems identified from the Enron scandal and more recently from the drive to implement global standards. …”

Tabla de Contenidos: “…-- The Efficiency of the Common Law Hypothesis -- Elected Versus Appointed Regulators -- Election Models -- Electoral College -- Electoral Competition in Mixed Systems of Representation -- The Elusive Median Voter -- Emerging from the Hobbesian Jungle -- Endogenous Morality -- Enron -- Environmental Politics and Economic Development -- The Euro -- European Political Integration -- Evolution of Institutions -- The Evolution of Law -- Experimental Economics and Public Choice -- Experimental Public Choice -- Expressive Voting and Redistribution -- Fair Division -- Fame and Politics -- Federal Reserve System -- Forecasting Presidential Elections in the United States -- Game Theory -- Game Theory in Public Choice -- Generality and the Efficiency of Government Decision Making -- Group Roles in Evolution and Cognition -- Growth of Local Government in the United States -- The Growth of Public Expenditure -- The Growth of the Relative Size of Government -- Heresthetics and the Evolution of the Us Constitution -- Homo Economicus -- Human Evolution and Political Behavior -- Ideology -- The Importance of the Middle in Spatial Politics -- Initiative and Referendum -- Institutions of Trade Protection -- Interest Groups 1 -- Interest Groups 2 -- International Game of Power -- International Organization -- Internet Voting -- Is Russia a Market Economy? …”

Tabla de Contenidos: “…-- Different types of phishing attacks -- Statistics on the frequency of phishing attacks -- Challenges in detecting phishing emails -- Role of automated detection -- Augmenting existing techniques with natural language processing -- Introducing ELSER -- The role of ELSER in GenAI -- Introduction to the Enron email dataset (ham or spam) -- Seeing ELSER in action -- Hardware consideration -- Downloading the ELSER model in Elastic -- Setting up the index and ingestion pipeline -- Semantic search with ELSER -- Limitations of ELSER -- Summary -- Part 4: Innovative Integrations and Future Directions -- Chapter 9: Retrieval Augmented Generation with Elastic -- Preparing for RAG-enhanced search with ELSER and RRF -- Semantic search with ELSER -- A recap of essential considerations for RAG -- Integrating ELSER with RRF -- Language models and RAG -- In-depth case study-implementing a RAG-enhanced CookBot -- Dataset overview - an introduction to the Allrecipes.com dataset…”

“…Business scandals are always with us from the South Sea Bubble to Enron and Parmalat. As accounting forms a central element of any business success or failure, the role of accounting is crucial in understanding business scandals. …”

Tabla de Contenidos: “…The Four Cardinal Sins that Undermine Good Customer Service -- Summary -- Test Your Understanding -- Suggested Further Readings -- Chapter 5 Ethics, Legislation, and Outsourcing -- Introduction -- Ethics -- The RadioShack Case -- The Tyco Case -- The WorldCom Case -- The Enron Case -- Legislation -- Sarbanes-Oxley Act -- Graham-Leach-Bliley Act -- California Senate Bill 1386 -- Outsourcing -- Summary -- Test Your Understanding -- Suggested Further Readings -- Chapter 6 Comparison to ITIL Processes -- Introduction -- Developments Leading Up To ITIL -- IT Service Management -- The Origins of ITIL -- Quality Approach and Standards -- Criteria to Differentiate Infrastructure Processes -- Comparison of Infrastructure Processes -- Ten Common Myths Concerning the Implementation of ITIL -- Myth #1: You Must Implement All ITIL or No ITIL at All -- Myth #2: ITIL is Based on Infrastructure Management Principles -- Myth #3: ITIL Applies Mostly to Data Center Operations -- Myth #4: Everyone Needs to be Trained on ITIL Fundamentals -- Myth #5: Full Understanding of ITIL Requires Purchase of Library -- Myth #6: ITIL Processes Should be Implemented Only One at a Time -- Myth #7: ITIL Provides Detailed Templates for Implementation -- Myth #8: ITIL Framework Applies Only to Large Shops -- Myth #9: ITIL Recommends Tools to Use for Implementation -- Myth #10: There Is Little Need to Understand ITIL Origins -- Summary -- Test Your Understanding -- Suggested Further Readings -- Chapter 7 Availability -- Introduction -- Definition of Availability -- Differentiating Availability from Uptime -- Differentiating Slow Response from Downtime -- Differentiating Availability from High Availability -- Desired Traits of an Availability Process Owner -- Methods for Measuring Availability -- The Seven Rs of High Availability -- Redundancy -- Reputation -- Reliability -- Repairability…”

Tabla de Contenidos: “…Price Transparency -- A Look to the Future -- Lessons Learned from Enron -- Keep Your Eye on the Cash -- Manage All of Your Risks -- Get Auditors Back to Basics -- Lessons Learned from the BP Oil Spill -- Chapter 18 Non-Financial Corporations -- Risk Management Requirements -- Credit Risks -- Market Risks and Hedging -- Stock Price Risk -- Investment Risks -- Hedging Risks -- Secondary Risks -- Operational and Insurable Risks -- Catastrophic Failures -- Business Risk -- Cultural Risks -- Pension Risks -- Outsourcing -- Reputational Risks -- Best Practices in Corporate Risk Management -- Risk Identification and Assessment -- Quantification and Reporting -- Management And Control -- Case Study: Microsoft -- Case Study: Ford -- Case Study: Airbus and Boeing -- Section Four A Look to the Future -- Chapter 19 Predictions -- The Profession of Risk Management -- A Career In Risk Management -- Education and Evangelism -- Technology and the Convergence of Risk Management -- Ten Predictions -- 2013 Looking Back -- Chapter 20 Everlast Financial -- Section Five ERM Implementation -- Chapter 21 ERM Implementation -- Benefits of Corporate Governance and ERM Practices -- McKinsey &amp -- Company (2002) -- Brown and Caylor (2004), Cheng and Wu (2005) -- Hoyt and Liebenberg (2009) -- Standard &amp -- Poor's (2010) -- ERM Implementation Requirements -- Definitions of Risk and ERM -- Governance Structure and Policies -- Risk Assessment and Quantification -- Risk Management -- Reporting and Monitoring -- ERM Maturity Model -- Stage 1: Definition and Planning (White Belt) -- Stage 2: Early Development (Yellow Belt) -- Stage 3: Standard Practice (Green Belt) -- Stage 4: Business Integration (Brown Belt) -- Stage 5: Business Optimization (Black Belt) -- Other ERM Maturity Models -- Risk Culture -- Chapter 22 Role of the Board -- Board Oversight Requirements…”

Tabla de Contenidos: “…2.4 The Statement of Cash Flows -- Operating Activity -- Investment Activity -- Financing Activity -- 2.5 Other Financial Statement Information -- Statement of Stockholders' Equity -- Management Discussion and Analysis -- Notes to the Financial Statements -- 2.6 Financial Statement Analysis -- Profitability Ratios -- Liquidity Ratios -- Asset Efficiency -- Working Capital Ratios -- Interest Coverage Ratios -- Leverage Ratios -- Valuation Ratios -- COMMON MISTAKE Mismatched Ratios -- Operating Returns -- The DuPont Identity -- 2.7 Financial Reporting in Practice -- Enron -- The Sarbanes-Oxley Act -- Dodd-Frank Act -- GLOBAL FINANCIAL CRISIS Bernard Madoff's Ponzi Scheme -- The Financial Statements: A Useful Starting Point -- Summary -- Critical Thinking -- Problems -- Data Case -- PART 2 Interest Rates and Valuing Cash Flows -- Chapter 3 Time Value of Money: An Introduction -- 3.1 Cost-Benefit Analysis -- Role of the Financial Manager -- Quantifying Costs and Benefits -- 3.2 Market Prices and the Valuation Principle -- The Valuation Principle -- Why There Can Be Only One Competitive Price for a Good -- Your Personal Financial Decisions -- 3.3 The Time Value of Money and Interest Rates -- The Time Value of Money -- The Interest Rate: Converting Cash Across Time -- Timelines -- 3.4 Valuing Cash Flows at Different Points in Time -- Rule 1: Comparing and Combining Values -- COMMON MISTAKE Summing Cash Flows Across Time -- Rule 2: Compounding -- Rule of 72 -- Rule 3: Discounting -- Using a Financial Calculator -- Summary -- Critical Thinking -- Problems -- Chapter 4 Time Value of Money: Valuing Cash Flow Streams -- 4.1 Valuing a Stream of Cash Flows -- Applying the Rules of Valuing Cash Flows to a Cash Flow Stream -- Using a Financial Calculator: Solving for Present and Future Values of Cash Flow Streams -- 4.2 Perpetuities -- Perpetuities…”

Tabla de Contenidos: “…Stockholders' Equity -- Market Value Versus Book Value -- Market-to-Book Ratio -- Enterprise Value -- 2.3 The Income Statement -- Earnings Calculations -- EBITDA -- 2.4 The Statement of Cash Flows -- Operating Activity -- Investment Activity -- Financing Activity -- 2.5 Other Financial Statement Information -- Statement of Stockholders' Equity -- Management Discussion and Analysis -- Notes to the Financial Statements -- 2.6 Financial Statement Analysis -- Profitability Ratios -- Liquidity Ratios -- Asset Efficiency -- Working Capital Ratios -- Interest Coverage Ratios -- Leverage Ratios -- Valuation Ratios -- Common Mistake Mismatched Ratios -- Operating Returns -- The DuPont Identity -- 2.7 Financial Reporting in Practice -- Enron -- The Sarbanes-Oxley Act -- Dodd-Frank Act -- Global Financial Crisis Bernard Madoff's Ponzi Scheme -- The Financial Statements: A Useful Starting Point -- Summary -- Critical Thinking -- Problems -- Data Case -- Part 2: Interest Rates and Valuing Cash Flows -- Chapter 3. …”

Tabla de Contenidos: “…Henry -- Prediction Is Futile -- On the Farm -- Worldview Philosophy -- What You Think You Know Gets You in Trouble -- Starting with Research -- On the Record -- Change Is Overrated -- Fade the Fed -- Trading Retirement -- Ed Seykota -- Performance -- The Secret -- Never Mind the Cheese -- System Dynamics -- FAQs -- Students -- Keith Campbell -- Campbell versus Benchmarks -- Correlation and Consistency -- Jerry Parker -- Skeptics -- Intelligence -- Salem Abraham -- Richard Dennis -- Turtle Traders -- Selection Process -- Richard Donchian -- Personification of Persistence -- Students -- Jesse Livermore and Dickson Watts -- 3 Performance Proof -- Absolute Returns -- Volatility versus Risk -- Volatility -- Drawdowns -- Correlation -- Zero Sum -- George Soros -- Don't Blame Zero-Sum -- Berkshire Hathaway -- 4 Big Events, Crashes, and Panics -- Event 1: Great Recession -- Day-to-Day Analysis -- Event 2: Dot-com Bubble -- Drawdowns and Recoveries -- Enron, California, and Natural Gas -- September 11, 2001 -- Event 3: Long-Term Capital Management -- The Losers -- The Winners -- Footnotes to LTCM -- Event 4: Asian Contagion -- Niederhoffer on Trend Following -- Event 5: Barings Bank -- Who Won? …”

Tabla de Contenidos: “…. -- Cause Related Marketing -- Caux Round Table Principles -- Centre for Corporate Governance (Nairobi) -- CERES -- CH2 Building, Melbourne -- Chapman Report (2006) (Australia) -- Cheating -- Chief Executive Officer -- Chief Sustainability Officer -- Christianity and CSR -- Christine Parker -- Civil Regulation -- Climate Change -- Clinton Global Initiative -- Club of Rome -- Co-determination -- Co-operation -- Co-ownership -- Coalation of Environmentally -- Responsible Economies -- Code of 'best practice' and norms of behavior -- Colin Scott -- Collaborative Advantage -- Collective bargaining/trade unions -- Combined Assurance -- Combined Code (June 2008) -- Command and Control -- Commonwealth Association of CG -- Communicating with Stakeholders -- Communities of Practice -- Community -- Community activism -- Community of practice -- Community outrage -- Community relations -- Company Directors and CSR -- Competition -- Competitive advantage -- Compliance/Legal Compliance -- Compliant Finance -- Comply-or-explain -- Comprehensive Environmental Responses , Compensation and Liability Act -- Confucian Ethics -- Consumer Driven Corporate Responsibility -- Consumerism Consumers' protection -- Core Principles of CSR Approaches Corporate -- Corporate Activism -- Corporate Citizenship -- Corporate codes of conduct -- Corporate giving -- Corporate Governance -- Corporate Governance as a Tool for Alleviating -- Developmental Issues -- Corporate Governance Reporting -- Corporate killing -- Corporate manslaughter -- Corporate Mission, Vision and Values -- Corporate moral agency -- Corporate negligence -- Corporate outrage -- Corporate Political Connection -- Corporate Reputation -- Corporate Responsibility Index -- Corporate Responsibiliy Maturity -- Corporate Secretaries -- Corporate Social Entrepreneurship -- Corporate Social innovation -- Corporate Social -- Irresponsibility -- Corporate Social Marketing -- Corporate Social Opportunity -- Corporate Social Performance -- Corporate Social Performance Measurement -- Corporate social responsibility -- Corporate Social Responsibility Report -- Corporate Social Responsibility Strategy -- Corporate social responsiveness (Carroll, Frederick and Ackerman) -- Corporate Strategy -- Corporate Sustainability -- Corporation as Psychopath -- Corporatism -- Corruption and National Development -- Cost-benefit analysis -- Cradle to cradle -- Cradle to grave -- Critical reflection in corporate management -- Critiques of Corporate Social Responsibility -- Cross-cultural attitudes to CSR -- CSR and Africa -- CSR and Catholic Social Teaching -- CSR and Corruption -- CSR and Poverty -- CSR and Spirituality -- CSR Butterfly effect -- CSR Communication -- CSR Continuum - core business to broader goals -- CSR Europe -- CSR Evolutionary Journey - CSR Journey, CSR Organisational Evolutions -- CSR Frameworks -- CSR Innovation -- CSR Lifecycle -- CSR Measurement -- CSR: Australian Standard AS8003 [world first] -- CSRwire -- Cultural differences in values/ethics and decision-making -- Culture and Organization Performance -- Cultures, businesses, and global CSR -- Customer value creation -- Dame Anita Roddick -- Data protection -- David Henderson -- Decent work -- Definitions of social responsibility -- Deming 14 points model -- Demographic change -- Design for Environment (sep entry Hannover Principles) -- Development -- Dialogue -- Director Competencies and Skills -- Director Interlocks -- Director Role Position Description -- Disability -- Disclosure (CSR reporting) -- Discrimination -- Distributive Justice -- Diversity -- Dividend -- Dow Jones Sustainability Index -- Downsizing -- Due Diligence -- Duties of employees (comlpy with contract, comply with law, respect employers property) -- E-Waste -- Earth Summitt (separate entry on Rio declaration and on Agenda 21) -- Earthscan (publisher) -- EC Non-Discrimination Law -- Eco-Efficiency -- Eco-innovation -- Ecolabel -- Ecological economics -- Ecological footprint -- Ecology (separate entries on human and industrial) -- Econology -- Economic Globalization -- Economic sociology -- Economic Sociology of the CSR Movement -- Ecopreneurship -- Ecosystem -- Ecotoxity -- Education -- Elkington, John -- Embedded CSR -- Emissions trading -- Employability -- Employee participation/'ownership -- Employee Surveillance -- Employee volunteer programmes -- Employers' Forum on Age -- Employers' Forum on Disability -- EMS -- Endemic -- Energy Biofuels -- Energy—renewable -- Energy-solar -- Engagement/Stakeholder Engagement -- Enlightened Self-Interest -- Enron -- Environmental Accounting -- Environmental Audit -- Environmental ethics -- Environmental governance -- Environmental impact assessment -- Environmental law -- Environmental Management System -- Environmental protection agencies (all countries) -- Environmental Report Verification -- Environmental sustainability index (World economic forum) -- Environmental, Social and Governance Factors in Investment -- Environmental, Social and Governance Risk -- Environmentally Sensitive Accounting -- Equal Opportunity -- Equal Pay -- Equator Principles -- Ethic of responsibility to other stakeholders -- Ethical absolutism v. ethical relativism -- Ethical Corporation -- Ethical CSR -- Ethical Egoism & CSR -- Ethical problems in financial markets -- Ethical Theories -- Ethical Trading Initiative -- European Corporate Governance Institute -- European Multistakeholder Forum -- European Union Directive - The 8th Company Law Directive on Disclosure & Transparency -- European Urban Charter 1992 and 1998 -- Evolution of Corporate Governance Reports in the UK and Ireland -- Executive remuneration and CSR -- Externalities -- Externally Driven Business Case (EDBC) -- Extractive Industries Transparency Initiative (EITI) -- Exxon Mobil -- Exxon Valdez -- Factor 4 / Factor 10 -- Fair Pensions -- Fair Trade -- Fair wages -- Family Business and Corporate Social Responsibility -- Fiduciary duty -- Filial Piety & CSR -- Financial Regulations -- Financial Reporting Council (UK) -- Five Capitals Framework (Forum for the Future) -- Forest Stewardship Council -- Fortune at the bottom of the pyramid (Prahalad) -- Franchising Fraud prevention, detection and auditing -- Free range/cage-free/crate free/ethically raised -- Freedom of conscience -- Freedom of speech -- Friedman, Milton -- FTSE4Good Index -- G20.…”

Tabla de Contenidos: “…Study of real dataset: email-Enron -- 17.6. Summary and discussion -- 17.7. Acknowledgment -- 17.8. …”

“…Here is the riveting story of the biggest corporate fraud since Enron, a disturbing cautionary tale set amid the bold promises and gold-rush frenzy of Silicon Valley"--…”

“…These cases include: Deutsche Bank: Finding Relative Value Trades Ticonderoga Capital: Inverse Floating Rate Bonds 100-Year Liabilities at Prudential Insurance Swedish Lottery Bonds The Enron Odyssey: The Special Purpose of SPEs Building Hedge Funds at Prospero Capital Dell Computer Corporation: Share Repurchase Program First American Bank: Credit Default Swaps Morgan Stanley and TRAC-X: The Battle for the CDS Indexes Market and more…”

“…While regional crises and spectacular corporate failures - including the collapse of Argentina's peso and the demise of the Enron Corporation - periodically put derivatives trading in the news, LiPuma and Lee seek to catalyze sustained cultural analysis of its staggering social and economic effects…”

“…Inside Arthur Andersen is and will remain the definitive explanation of the downward spiral to Enron."—Leonard R. Sayles, Professor Emeritus, Graduate School of Business, Columbia University " Inside Arthur Andersen provides a lively excursion through the conflicting goals and values that permeate organizations in general and the public accounting profession in particular. …”

“…., former chairman on Enron’s Board Finance Committee and a director of many for-profits and non-profits A company that takes a hit to its reputation—BP after the Gulf oil spill, Barclays after fiddling LIBOR, News Corp after the phone hacking scandal—enters a world of grief: market value falls along with employee morale, regulatory scrutiny increases, and customers defect and boycott. …”