Tabla de Contenidos: “…The yen remains well above its average since 1990 in nominal, but not real, terms; Figure 4. …”

Tabla de Contenidos: “…Marketable central government debt by type of investors, non-resident; Table 11. Duration and average term to maturity; Part II. Country tables; Australia; Table 1. …”

Tabla de Contenidos: “…Per capita GDP of the Mezzogiorno as a ratio of Italian average""…”

Tabla de Contenidos: “…; Universal search result click patterns; Paid search result CTRs; Comparing CTRs across all types of search; What's the Average Spend of SEO and Paid Search?; What's a Visit Worth?…”

Tabla de Contenidos: “…; Assumptions made in technical analysis; Short-term chart analysis; Long-term bar chart analysis; Chart patterns; Trend following indicators; Momentum oscillator indicators; The moving average convergence divergence indicators (MACD); Bollinger Bands; Candlestick charts; Ichimoku Kinko Hyo charts; Currencies are often observed moving in unison; Trade the market, not your opinion of the market; Use of tools that require a figure for the daily close; Identify the current type of market activity; Start with the big picture…”

Tabla de Contenidos: “…Compound indexesAdvanced queries; Limits, skips, and sorts; The limit command; The skip command; Sorting documents; Finding a random document; Grouping; Aggregations; Average; Maximum; The pluck command; Summary; Chapter 5: Programming RethinkDB in Node.js; Introducing Node.js; An increasingly popular technology; An event-driven design; Installing Node.js; Installing on Linux; Installing on Mac OS X; Running Node.js; Installing the RethinkDB module; Connecting to RethinkDB; Running a simple query; Inserting documents; Reading documents; Updating and deleting documents…”

Tabla de Contenidos: “…Linking to External Files Building Error Checks Circular References Summary Chapter 5: Using Excel in Financial Modelling Formulas and Functions in Excel Excel Versions Handy Excel Shortcuts Cell Referencing Best Practices Named Ranges Basic Excel Functions Logical Functions Nesting Logical Functions Summary Chapter 6: Functions for Financial Modelling Aggregation Functions LOOKUP Functions Nesting Index and Matching OFFSET Function Regression Analysis Choose Function Working with Dates Financial Project Evaluation Functions Loan Calculations Summary Chapter 7: Tools for Model Display Basic Formatting Custom Formatting Conditional Formatting Sparklines Bulletproofing Your Model Customising the Display Settings Form Controls Summary Chapter 8: Tools for Financial Modelling Hiding Sections of a Model Array Formulas Goal Seeking Structured Reference Tables PivotTables Macros Summary Chapter 9: Common Uses of Tools in Financial Modelling Escalation Methods for Modelling Understanding Nominal and Effective (Real) Rates Calculating a Cumulative Sum (Running Totals) How to Calculate a Payback Period Weighted Average Cost of Capital (WACC) Building a Tiering Table Modelling Depreciation Methods Break-Even Analysis Summary Chapter 10: Model Review Rebuilding an Inherited Model Improving Model Performance Auditing a Financial Model Summary Appendix: QA Log Chapter 11: Stress Testing, Scenarios, and Sensitivity Analysis in Financial Modelling What are the Differences Between Scenario, Sensitivity, and What-If Analyses? …”

Tabla de Contenidos: “…; Inspecting the Data with FSharp.Charting; Spotting Trends with Moving Averages; Fitting a Model to the Data; Defining a Basic Straight-Line Model; Finding the Lowest-Cost Model; Finding the Minimum of a Function with Gradient Descent; Using Gradient Descent to Fit a Curve; A More General Model Formulation; Implementing Gradient Descent…”

Tabla de Contenidos: “…Summary -- Chapter 5: Calculations -- Creating calculated fields -- Editing calculated fields -- Types of calculations -- The number functions -- The date functions -- Type conversions -- The string functions -- The aggregate functions -- The logic functions -- Blending data sources -- Summary -- Chapter 6: Level of Detail and Table Calculations -- About data sources -- Creating quick table calculations -- Changing over time -- Compute using -- Moving average -- Editing table calculations -- Manually editing table calculations -- Ranking -- Window versus running functions -- A note on addressing -- The level of detail calculations -- A FIXED LOD calculation -- The INCLUDE and nested LOD calculations -- Summary -- Chapter 7: Dashboard Design and Styling -- The dashboard design process -- Best practices for dashboard design -- Creating a dashboard -- The dashboard tab interface -- Layout objects -- Setting the size of dashboard elements -- Sizing the dashboard -- Building a dashboard -- Summary -- Chapter 8: Filters and Actions -- Adding and using Filters -- Adding Filters to worksheets -- Adding Quick Filters to a dashboard -- Moving the Quick Filter -- Filtering across Data sources with parameters -- Using parameters as Filters -- Modifying titles -- Filtering across multiple Data sources with parameters -- Actions -- URL actions -- Summary -- Chapter 9: Publishing Your Work -- Saving your work and logging in to Tableau Public -- Opening work from the Cloud -- Managing your profile -- Viewing your work online -- Managing workbook details -- Summary -- Index…”

Tabla de Contenidos: “…Tagging and categorising words -- Creating features from text data -- Stemming -- Bagging and random forests -- Testing our prepared data -- Further reading -- Summary -- Chapter 7: Feature Engineering Part II -- Introduction -- Creating a feature set -- Engineering features for ML applications -- Using rescaling techniques to improve the learnability of features -- Creating effective derived variables -- Reinterpreting non-numeric features -- Using feature selection techniques -- Performing feature selection -- Feature engineering in practice -- Acquiring data via RESTful APIs -- Testing the performance of our model -- Twitter -- Deriving and selecting variables using feature engineering techniques -- Further reading -- Summary -- Chapter 8: Ensemble Methods -- Introducing ensembles -- Understanding averaging ensembles -- Using bagging algorithms -- Using random forests -- Applying boosting methods -- Using XGBoost -- Using stacking ensembles -- Applying ensembles in practice -- Using models in dynamic applications -- Understanding model robustness -- Identifying modeling risk factors -- Strategies to managing model robustness -- Further reading -- Summary -- Chapter 9: Additional Python Machine Learning Tools -- Alternative development tools -- Introduction to Lasagne -- Getting to know Lasagne -- Introduction to TensorFlow -- Getting to know TensorFlow -- Using TensorFlow to iteratively improve our models -- Knowing when to use these libraries -- Further reading -- Summary -- Appendix: Chapter Code Requirements -- Index…”

Tabla de Contenidos: “…Understanding histogram componentsEnhancing the image contrast; Understanding histogram equalization; Enhancing grayscale images; Enhancing an HSV image; Enhancing an RGB image; Summary; Chapter 3: App 2 - Software Scanner; Spatial filtering; Understanding convolution and linear filtering; Removing noise; The averaging filter; The Gaussian filter; The median filter; UI definitions; Applying filters to reduce image noise; Finding edges; The Sobel edge detector; The Canny edge detector; UI definitions; Applying the Sobel filter to find edges; Using the Canny edge detector; Detecting shapes…”

Tabla de Contenidos: “…File server considerationsNFS v3 versus NFS v4; Setting up an NFS server; Learning the basics of Samba; Setting up a Samba server; Mounting network shares; Automatically mounting network shares via fstab and systemd; Creating networked filesystems with SSHFS; Summary; Chapter 5: Monitoring System Resources ; Inspecting and managing processes; Understanding load average; Checking available memory; Using shell-based resource monitors; Scanning used storage; Introduction to logging; Maintaining log size with logrotate; Understanding the systemd init system; Understanding the systemd journal…”

Tabla de Contenidos: “…Bad Growth Is Hard to Find Deconstructing Market Share Different Metric, Same Outcome Satisfaction ≠ Market Share Satisfaction ≠ Share of Wallet Always Wrong on Average A Cautionary Tale The Moral of the Story? …”

Tabla de Contenidos: “…Pasticcio Practices Beyond Opera -- Bad Habits in Theater – Late Forms of Operatic Pasticcios in Vienna Around 1800 -- Dance in Pasticcios – Pasticcios in Dance -- Ballet Performance as Motivation for Pasticcio Practices – Gluck’ s and Berton’s Cythère assiégée (1775) -- The Use of Extracts of Mozart’ s Operas in Polish Sacred Music -- Pasticcio da chiesa: Transforming Opera Arias into an Oratorio The Case of Contrafacted Oratorios in Wrocław and Żagań from the Mid-18th Century -- 6. …”

Tabla de Contenidos: “…People who are currently insufficiently active could increase their life expectancy by 7.5 months by moving more -- Increasing physical activity could prevent 11.5 million new NCD cases by 2050 -- The burden of insufficient physical activity on health care expenditure -- Increasing physical activity can save nearly EUR PPP 8 billion per year in health care expenditure -- EU Member States could on average save 0.6% of their health care expenditure by increasing physical activity -- References -- Annex 3.A. …”

Tabla de Contenidos: “…Relative expenditure per student by educational institutions for all services at different levels of education (2009); Figure 2.2. Average class size in primary and secondary education (2010); Figure 2.3. …”

Tabla de Contenidos: “…Testosterone and Leader Behaviour -- Testosterone and Narcissism -- Avoiding Exposure to Irrational Exuberance -- Irrational Exuberance: Signs to Look Out For -- 6 Self-Deception -- The Better Than Average Effect -- Business Bosses Who Know Best -- Over-confidence in Political Leadership -- The Dunning-Kruger Effect and Meta-ignorance -- Self-deception and Obfuscation -- Overclaiming and Over-confidence -- The Pros and Cons of Over-confidence -- Avoiding Exposure to the Self-deception Hazard -- Self-deception: Signs to Look Out For -- 7 Lack of Checks and Balances -- Corporate Governance and Hubris -- Sam Bankman-Fried and FTX -- The Rise of SBF -- The Fall of SBF -- Corporate Governance at FTX -- Corporate Governance and Hubris -- Every Hubrist Needs a Toe-holder -- Avoiding Exposure by Putting Checks and Balances in Place -- Lack of Checks and Balances: Signs to Look Out For -- 8 Narcissistic Tendencies -- Echo and Narcissus -- Narcissism -- Too Much, or Too Little, of a Good Thing -- NPD and Hubris Syndrome -- Narcissism and Leadership -- Narcissism and the Emergence of Hubris -- Avoiding Exposure to Leaders' Narcissistic Tendencies -- Narcissistic Tendencies: Signs to Look Out For -- 9 Excess -- Nothing to Excess -- Elon Musk -- Hyper Core Self-evaluation -- Strengths-into-Weaknesses Paradox -- Practical Wisdom -- Hubris, Frankenstein, and Artificial Intelligence -- The Bright Side of Hubris -- Managing Exposure to Excesses -- Excess: Signs to Look Out For -- 10 An Ounce of Prevention -- A Canary in the Coalmine -- CEO Passports, Selection Processes, and MOTs -- Hubris Health Check -- A Silver Bullet for Hubris? …”

Tabla de Contenidos: “…Disk Drive Performance CharacteristicsDisk Seeks; Track-to-Track Seeks; Average Seek Time; Transfer Time; Disk Drive Specifications; Disk Drive Performance; Random I/O; Solutions to the Disk Performance Limitation Problem; Redundant Array of Independent Disks (RAID); Redundancy; RAID Levels; RAID-1 and RAID-10; RAID-1 and RAID-10 Recommendations; RAID-5; RAID-5 Recommendations; RAID Performance; Write Performance; Disk Calculations; RAID-1; RAID-10; RAID-5; RAID Comparison; Which RAID Level Is Right for You?…”

Tabla de Contenidos: “…Combined Portfolio: Largest PositionsCombined Portfolio: Largest New Positions; Summary; Chapter 17: Ten-Five-Two (10-5-2) Allocation Models; Portfolio Management and Performance Analysis; Bill Ackman; Warren Buffett; David Einhorn; Summary; Chapter 18: Alternate Models; Portfolio Management and Performance Analysis; Bill Ackman: Exact Match Approximation Model; David Swensen: Asset Allocation Model; Sector Rotation Model; Simple Moving Average (SMA) Based Model; Summary; Note; Part Three: Learning from the Masters; Chapter 19: Introduction; Beating the Managers at Their Own Game…”

Tabla de Contenidos: “…; Putting It All Together; Analyzing Data Properly; Always Compare; Segment Everything; Don't Settle for Averages; A Complete Web Monitoring Maturity Model…”