Tabla de Contenidos: “…Cover; PREFACE; CONTENTS; FIGURES; TABLES; SUMMARY; ACKNOWLEDGMENTS; ACRONYMS; Chapter One CURRENT STATUS OF THE INFORMATION REVOLUTION IN ASIA; ASIA'S IT USE, INFRASTRUCTURE, AND OUTPUT; COMMERCIAL IT USE; IT INDUSTRIES AND DEVELOPMENT MODELS BY COUNTRY; IT GOVERNMENT POLICIES40; THE FUNDING OF IT; SUMMARY POINTS; Chapter Two POLITICAL IMPLICATIONS OF THE INFORMATION REVOLUTION IN ASIA; BOTTOM UP: THE EFFECT OF IT ON INTERNAL POLITICS; TOP DOWN: GOVERNMENTS USING IT; CONCLUSION; BIBLIOGRAPHY…”

Tabla de Contenidos: “…Preface -- Figures and Table -- Summary -- Chapter One: Introduction to the Status of Syrian Refugees as of Late 2014: Chapter Two: Assessment of Stability and Strategic Challenges: Late 2014: Chapter Three: Economic Factors and Forecasted Impact: Chapter Four: Social Factors and Forecasted Impact: Chapter Five: Security Assessment and Forecasted Impact: Chapter Six: Conclusion, Summary Forecast, and Black Swan Warnings: Abbreviations -- Bibliography…”

Tabla de Contenidos: “…Report with a robust analysis of the state of play -- Executive summary -- Report on how to adjust current legal provisions and the regulatory framework -- Issue Paper -- Concept note on consolidation options -- Report on tariff regulatory framework -- An action-oriented strategy and an action plan to carry out reform -- Definitions -- Summary of kick-off meeting -- Addendum to the Issue paper. …”

Tabla de Contenidos: “…Preliminaries; ACKNOWLEDGEMENTS; FOREWORD; CONTENTS; Executive Summary Reforming Transport Taxes and Charges; 1 Principles for Efficient Taxation; 2 Optimal Transport Pricing; 3 Summary Analysis of Road Haulage Charges; 4 Taxation and Competitiveness in the European Road Haulage Market; 5 Other Factors Affecting Competition in the European Road Haulage Market; Annex B Road haulage data and details of calculations; Glossaries…”

Tabla de Contenidos: “…Foreword -- Executive summary -- Summary and conclusions -- Budgeting and reporting for public-private partnerships katja funke, tim irwin and isabel rial (imf) -- Alternative ways of financing infrastructure investment: potential for ‘novel' financing models -- The fantasy world of private finance for transport via public private partnerships -- Public private partnership in national highways: indian perspective -- A roadmap to funding infrastructure development -- List of participants…”

Tabla de Contenidos: “…Abbreviations -- Executive summary -- Summary and recommendations -- Challenges for including climate change effects in transport appraisal -- Estimating the social cost of CO2 emissions -- Uncertainty and transport appraisal of climate change effects -- Discounting long-term effects of climate change for transport -- List of participants -- Carbon value and discount rates in Japan -- Carbon value and discount rates in Germany -- Carbon value and discount rates in the Netherlands…”

Tabla de Contenidos: “…Frontmatter -- CONTENTS -- SUMMARY IN DUTCH -- EXECUTIVE SUMMARY -- PREFACE -- 1. …”

Tabla de Contenidos: “…""Front Matter""; ""Acknowledgments""; ""Contents""; ""Executive Summary""; ""Introduction""; ""Evaluation of the Marine Mammal Research Program""; ""Assessment of Continuing Research Needs""; ""Regulatory Issues""; ""Findings and Recommendations""; ""References""; ""A Committee Biographies""; ""B Summary from NRC (1994)""; ""C Relevant U.S. …”

Tabla de Contenidos: “…Intro -- Foreword -- Acknowledgements -- Table of contents -- Executive summary -- 1 Introduction -- The role of quality evidence to support evidence-informed policy-making -- What are the challenges of contemporary policy-making? …”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- About the Reviewers -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: A Gentle Introduction to Machine Learning -- Introduction - classic and adaptive machines -- Only learning matters -- Supervised learning -- Unsupervised learning -- Reinforcement learning -- Beyond machine learning - deep learning and bio-inspired adaptive systems -- Machine learning and big data -- Further reading -- Summary -- Chapter 2: Important Elements in Machine Learning -- Data formats -- Multiclass strategies -- One-vs-all -- One-vs-one -- Learnability -- Underfitting and overfitting -- Error measures -- PAC learning -- Statistical learning approaches -- MAP learning -- Maximum-likelihood learning -- Elements of information theory -- References -- Summary -- Chapter 3: Feature Selection and Feature Engineering -- scikit-learn toy datasets -- Creating training and test sets -- Managing categorical data -- Managing missing features -- Data scaling and normalization -- Feature selection and filtering -- Principal component analysis -- Non-negative matrix factorization -- Sparse PCA -- Kernel PCA -- Atom extraction and dictionary learning -- References -- Summary -- Chapter 4: Linear Regression -- Linear models -- A bidimensional example -- Linear regression with scikit-learn and higher dimensionality -- Regressor analytic expression -- Ridge, Lasso, and ElasticNet -- Robust regression with random sample consensus -- Polynomial regression -- Isotonic regression -- References -- Summary -- Chapter 5: Logistic Regression -- Linear classification -- Logistic regression -- Implementation and optimizations -- Stochastic gradient descent algorithms -- Finding the optimal hyperparameters through grid search -- Classification metrics -- ROC curve -- Summary -- Chapter 6: Naive Bayes…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright -- Dedication -- Table of Contents -- List of Figures -- List of Tables -- Preface -- Acknowledgments -- Acronyms -- Part I: Pseudoinverse-Based ZD Approach -- Chapter 1: Redundancy Resolution via Pseudoinverse and ZD Models -- 1.1 Introduction -- 1.2 Problem Formulation and ZD Models -- 1.3 ZD Applications to Different-Type Robot Manipulators -- 1.4 Chapter Summary -- Part II: Inverse-Free Simple Approach -- Chapter 2: G1 Type Scheme to JVL Inverse Kinematics -- 2.1 Introduction -- 2.2 Preliminaries and Related Work -- 2.3 Scheme Formulation -- 2.4 Computer Simulations -- 2.5 Physical Experiments -- 2.6 Chapter Summary -- Chapter 3: D1G1 Type Scheme to JAL Inverse Kinematics -- 3.1 Introduction -- 3.2 Preliminaries and Related Work -- 3.3 Scheme Formulation -- 3.4 Computer Simulations -- 3.5 Chapter Summary -- Chapter 4: Z1G1 Type Scheme to JAL Inverse Kinematics -- 4.1 Introduction -- 4.2 Problem Formulation and Z1G1 Type Scheme -- 4.3 Computer Simulations -- 4.4 Physical Experiments -- 4.5 Chapter Summary -- Part III: QP Approach and Unification -- Chapter 5: Redundancy Resolution via QP Approach and Unification -- 5.1 Introduction -- 5.2 Robotic Formulation -- 5.3 Handling Joint Physical Limits -- 5.4 Avoiding Obstacles -- 5.5 Various Performance Indices -- 5.6 Unified QP Formulation -- 5.7 Online QP Solutions -- 5.8 Computer Simulations -- 5.9 Chapter Summary -- Part IV: Illustrative JVL QP Schemes and Performances -- Chapter 6: Varying Joint-Velocity Limits Handled by QP -- 6.1 Introduction -- 6.2 Preliminaries and Problem Formulation -- 6.3 94LVI Assisted QP Solution -- 6.4 Computer Simulations and Physical Experiments -- 6.5 Chapter Summary -- Chapter 7: Feedback-Aided Minimum Joint Motion -- 7.1 Introduction -- 7.2 Preliminaries and Problem Formulation -- 7.3 Computer Simulations and Physical Experiments…”

Tabla de Contenidos: “…Your project, your choice -- Summary -- Chapter 2. Your first Web Component -- 2.1. …”

Tabla de Contenidos: “…-- The Path Effects dialog -- Using Path Effects with single-path objects -- Using Path Effects with groups -- Stacking Path Effects -- Limitations of Path Effects -- Try it yourself -- Summary -- Chapter 13: Filters and Extensions -- Technical requirements -- Using filters -- Making custom filters -- Using extensions -- Try it yourself -- Summary -- Chapter 14: Vectorizing with Trace Bitmap -- Technical requirements -- What is Trace Bitmap? …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and credits -- Dedication -- Contributors -- Table of Contents -- Preface -- Part 1: Building Your App -- Chapter 1: Get Started with Kotlin Android Development -- Technical requirements -- Introduction to Kotlin -- Kotlin syntax, types, functions and classes -- Creating a Kotlin project -- Creating functions -- Creating classes -- Migrating from Java to Kotlin -- Kotlin features for Android developers -- Summary -- Chapter 2: Creating Your First Android App -- Technical requirements -- Android Studio overview -- Creating your Android app -- Exploring the new project -- Android Studio tips and tricks -- Some useful shortcuts -- Summary -- Chapter 3: Jetpack Compose Layout Basics -- Technical requirements -- Introduction to Jetpack Compose -- Declarative versus imperative UIs -- Composable functions -- Previews -- Modifiers -- Jetpack Compose layouts -- Column -- Row -- Box -- Lists -- Summary -- Chapter 4: Design with Material Design 3 -- Technical requirements -- Material Design 3 and its features -- Material components -- Using Material Design in our apps -- Adding Material Design 3 color schemes -- Designing UIs for large screens and foldables -- Using WindowSizeClass -- Making our app accessible -- Summary -- Part 2: Using Advanced Features -- Chapter 5: Architect Your App -- Technical Requirements -- Introduction to app architecture -- Deep Diving into MVVM -- How LazyColumn works -- Benefits of LazyColumn -- Creating a composable -- Jetpack libraries -- Dependency injection -- Migrating to Kotlin Gradle DSL and using version catalogs -- Migrating our app to Kotlin Gradle DSL -- Using a versions catalog -- Summary -- Chapter 6: Network Calls with Kotlin Coroutines -- Technical requirements -- Setting up Retrofit -- Introduction to Kotlin coroutines -- Coroutine basics…”

Tabla de Contenidos: “…Extending observability past Prometheus -- Logs -- Traces -- Connecting the dots across observability systems -- Logging with Loki -- Tracing with Tempo -- Summary -- Further reading -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Cover -- Copyright -- Contributors -- Table of Contents -- Preface -- Chapter 1: Acquiring Financial Data -- Getting data from Yahoo Finance -- Getting data from Nasdaq Data Link -- Getting data from Intrinio -- Getting data from Alpha Vantage -- Getting data from CoinGecko -- Summary -- Chapter 2: Data Preprocessing -- Converting prices to returns -- Adjusting the returns for inflation -- Changing the frequency of time series data -- Different ways of imputing missing data -- Converting currencies -- Different ways of aggregating trade data -- Summary -- Chapter 3: Visualizing Financial Time Series -- Basic visualization of time series data -- Visualizing seasonal patterns -- Creating interactive visualizations -- Creating a candlestick chart -- Summary -- Chapter 4: Exploring Financial Time Series Data -- Outlier detection using rolling statistics -- Outlier detection with the Hampel filter -- Detecting changepoints in time series -- Detecting trends in time series -- Detecting patterns in a time series using the Hurst exponent -- Investigating stylized facts of asset returns -- Summary -- Chapter 5: Technical Analysis and Building Interactive Dashboards -- Calculating the most popular technical indicators -- Downloading the technical indicators -- Recognizing candlestick patterns -- Building an interactive web app for technical analysis using Streamlit -- Deploying the technical analysis app -- Summary -- Chapter 6: Time Series Analysis and Forecasting -- Time series decomposition -- Testing for stationarity in time series -- Correcting for stationarity in time series -- Modeling time series with exponential smoothing methods -- Modeling time series with ARIMA class models -- Finding the best-fitting ARIMA model with auto-ARIMA -- Summary -- Chapter 7: Machine Learning-Based Approaches to Time Series Forecasting…”

Tabla de Contenidos: “…6.4 Circular Orbits and Weightlessness -- 6.5 Newton's Law of Gravity -- 6.6 Gravity and Orbits -- Summary -- Questions and Problems -- Chapter 7 Rotational Motion -- 7.1 Describing Circular and Rotational Motion -- 7.2 The Rotation of a Rigid Body -- 7.3 Torque -- 7.4 Gravitational Torque and the enter of Gravity -- 7.5 Rotational Dynamics and Moment of Inertia 240 -- 7.6 Using Newton's Second Law for Rotation -- 7.7 Rolling Motion -- Summary -- Questions and Problems -- Chapter 8 Equilibrium and Elasticity -- 8.1 Torque and Static Equilibrium -- 8.2 Stability and Balance -- 8.3 Springs and Hooke's Law -- 8.4 Stretching and Compressing Materials -- Summary -- Questions and Problems -- Part I Summary Force and Motion -- One Step Beyond Dark Matter and the Structure of the Universe -- Part I Problems -- Part II Conservation Laws -- OVERVIEW Why Some Things Stay the Same -- Chapter 9 Momentum -- 9.1 Impulse -- 9.2 Momentum and the Impulse-Momentum Theorem -- 9.3 Solving Impulse and Momentum Problems -- 9.4 Conservation of Momentum -- 9.5 Inelastic Collisions -- 9.6 Momentum and Collisions in Two Dimensions -- 9.7 Angular Momentum -- Summary -- Questions and Problems -- Chapter 10 Energy and Work -- 10.1 The Basic Energy Model -- 10.2 Work -- 10.3 Kinetic Energy -- 10.4 Potential Energy -- 10.5 Thermal Energy -- 10.6 Using the Law of Conservation of Energy -- 10.7 Energy in Collisions -- 10.8 Power -- Summary -- Questions and Problems -- Chapter 11 Using Energy -- 11.1 Transforming Energy -- 11.2 Energy in the Body -- 11.3 Temperature, Thermal Energy, and Heat -- 11.4 The First Law of Thermodynamics -- 11.5 Heat Engines -- 11.6 Heat Pumps, Refrigerators, and Air Conditioners -- 11.7 Entropy and the Second Law of Thermodynamics -- 11.8 Systems, Energy, and Entropy -- Summary -- Questions and Problems -- Part II Summary Conservation Laws…”

Tabla de Contenidos: “…The Nature of Kingship""; ""C. Summary""; ""V. Concluding Remarks""…”
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Tabla de Contenidos: “…Comparative Method""; ""5. Summary""; ""6. Mowinckels „Cultic“ Approach""; ""III. …”
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Tabla de Contenidos: “…Photo SortDot Voting; The Devil's Advocate; The 5 Whys; Cannonball; Summary; Chapter 3: Designing a Business Strategy; A Strategy Is Born; Circles of Influence; Context Map; Stakeholder Visioning; Summary; Chapter 4: Designing Live Customer Experiences; Your Bricks-and-Mortar Location; Color Theory and You; Warm Colors; Cool Colors; The Human Element; Create an Empathy Map; Mapping the Customer Experience; Start at "Start"; Align Employees to Customer Expectations; Code of Conduct; Summary; Chapter 5: Designing Digital Customer Experiences; The Online Experience; Information Architecture…”