Tabla de Contenidos: “…5.1 Introduction to Numerical Methods -- 5.2 Errors and their Computation -- 5.2.1 Exact and Approximate Numbers -- 5.2.2 Significant Digits -- 5.2.3 Loss of Significant Digits -- 5.2.4 Rounding off -- 5.2.5 Rules for Rounding off -- 5.2.6 Absolute, Relative and Percentage Errors -- 5.3 Formulas for Errors -- 5.3.1 Relative Error -- 5.3.2 Error Bound for ã -- 5.3.3 Error Propagation -- 5.3.4 Error in Rounding -- 5.3.5 Programming Errors -- 5.3.6 Errors of Numerical Results -- 5.4 Mathematical Pre-requisites -- 5.5 Solution of Algebraic and Transcendental Equations -- 5.5.1 Introduction -- 5.5.2 Zero or Root of a Function -- 5.6 Direct Methods of Solution -- 5.6.1 Descartes' 4 Rule of Signs -- 5.7 Numerical Methods of Solution of Equations of the Form f (x) = 0 -- 5.7.1 Fixed Point Iteration (Successive Approximation) Method -- 5.7.2 Bolzano's5 (Bisection or Interval-Halving) Method -- 5.7.3 Newton-Raphson6 Method -- 5.7.4 Secants Method (or Chords Method) -- 5.7.5 Method of False Position (Regula Falsi) -- Exercise 5.1 -- Chapter 6: Interpolation -- 6.1 Introduction -- 6.1.1 Formula for Errors in Polynomial Interpolation -- 6.2 Interpolation with Equal Intervals -- 6.2.1 Finite Differences -- 6.2.2 Forward (Advancing) Difference Operator D -- 6.2.3 Properties Satisfi ed by D -- 6.2.4 Backward Difference Operator ∇ -- 6.3 Symbolic Relations and Separation of Symbols -- 6.3.1 Factorial Function -- 6.3.2 The Enlargement or Displacement or Shift Operator E -- 6.3.3 The Relations Between D, -, E and 1 -- Exercise 6.1 -- 6.4 Interpolation -- 6.4.1 The Differential Operator D: Relation Between D, -, E and D -- 6.5 Interpolation Formulas for Equal Intervals -- 6.5.1 Newton1-Gregory2 Forward Interpolation Formula -- 6.5.2 Newton-Gregory Backward Interpolation Formula -- Exercise 6.2 -- 6.6 Interpolation with Unequal Intervals -- 6.6.1 Divided Differences…”

Tabla de Contenidos: “…3.2 Deep learning approaches for digital signal processing -- 3.3 Optical IM/DD systems based on deep learning -- 3.3.1 ANN receiver -- 3.3.1.1 PAM transmission -- 3.3.1.2 Sliding window FFNN processing -- 3.3.2 Auto-encoders -- 3.3.2.1 Auto-encoder design based on a feed-forward neural network -- 3.3.2.2 Auto-encoder design based on a recurrent neural network -- 3.3.3 Performance -- 3.3.4 Distance-agnostic transceiver -- 3.4 Implementation on a transmission link -- 3.4.1 Conventional PAM transmission with ANN-based receiver -- 3.4.2 Auto-encoder implementation -- 3.5 Outlook -- References -- 4 Machine learning techniques for passive optical networks -- 4.1 Background -- 4.2 The validation of NN effectiveness -- 4.3 NN for nonlinear equalization -- 4.4 End to end deep learning for optimal equalization -- 4.5 FPGA implementation of NN equalizer -- 4.6 Conclusions and perspectives -- References -- 5 End-to-end learning for fiber-optic communication systems -- 5.1 Introduction -- 5.2 End-to-end learning -- 5.3 End-to-end learning for fiber-optic communication systems -- 5.3.1 Direct detection -- 5.3.2 Coherent systems -- 5.3.2.1 Nonlinear phase noise channel -- 5.3.2.2 Perturbation models (NLIN and GN) -- 5.3.2.3 Split-step Fourier method (SSFM) -- 5.4 Gradient-free end-to-end learning -- 5.5 Conclusion -- Acknowledgments -- References -- 6 Deep learning techniques for optical monitoring -- 6.1 Introduction -- 6.2 Building blocks of deep learning-based optical monitors -- 6.2.1 Digital coherent reception as a data-acquisition method -- 6.2.2 Deep learning and representation learning -- 6.2.3 Combination of digital coherent reception and deep learning -- 6.3 Deep learning-based optical monitors -- 6.3.1 Training mode of DL-based optical monitors -- 6.3.2 Advanced topics for the training mode of DL-based optical monitors…”

Tabla de Contenidos: “…; 1.1 Prerequisites; 1.2 Basic Electrical Training; 1.3 Mathematics; 1.4 Hearing Versus Listening; 1.5 Craftsmanship; 1.6 Rigging; 1.7 Literacy; 1.8 The Art, Philosophy, and Science of Sound; 1.9 Fields; Chapter 2 Voices Out of the Past; 2.1 Significant Figures in the History of Audio and Acoustics*; 2.2 1893-The Magic Year; 2.3 Bell laboratories and Western Electric; 2.4 Harvey Fletcher (1884-1981); 2.5 Harry Nyquist (1889-1976); 2.6 The dB, dBm, and the VI; 2.7 Sound System Equalization…”

Tabla de Contenidos: “…1 Rights, health, courts and transformation -- 1.1 Introduction -- 1.2 The state of the South African health system -- 1.3 Content and dimensions of the right to health -- 1.3.1 International law -- 1.3.2 South African constitutional law -- Health-related freedoms -- The right to equality -- Rights to non-medicinal determinants of health -- Rights to health care services -- 1.4 Justiciability of the right to health -- 1.5 Conclusion: Aims and objectives of this book -- 2 Rights through legislation/legislation through rights: Health law and policy in the Constitutional era -- 2.1 Introduction -- 2.2 Health care legislation in post-democracy South Africa and its impact on access to care -- 2.2.1 The Choice on Termination of Pregnancy Act 92 of 1996 -- 2.2.2 The National Health Act 61 of 2003 -- 2.2.3 The Medical Schemes Act 131 of 1998 -- 2.2.4 Overview: Transformation through health legislation and policy? …”

Tabla de Contenidos: “…-- Computer vision is everywhere -- Getting started -- Reading an image -- Image color conversions -- Computer vision research conferences -- Summary -- Chapter 2: Libraries, Development Platform, and Datasets -- Libraries and installation -- Installing Anaconda -- NumPy -- SciPy -- Jupyter notebook -- Installing OpenCV -- OpenCV Anaconda installation -- OpenCV build from source -- Opencv FAQs -- TensorFlow for deep learning -- Keras for deep learning -- Datasets -- ImageNet -- MNIST -- CIFAR-10 -- Pascal VOC -- MSCOCO -- TUM RGB-D dataset -- Summary -- References -- Chapter 3: Image Filtering and Transformations in OpenCV -- Datasets and libraries required -- Image manipulation -- Introduction to filters -- Linear filters -- 2D linear filters -- Box filters -- Properties of linear filters -- Non-linear filters -- Smoothing a photo -- Histogram equalization -- Median filter -- Image gradients -- Transformation of an image -- Translation -- Rotation -- Affine transform -- Image pyramids -- Summary -- Chapter 4: What is a Feature? …”

Tabla de Contenidos: “…; The basics - color depth; 2.02 More colors equal better quality; Digital shooting technique; 2.03 Exposure compensation; Frame-by-frame control; 2.04 Contrast; 2.05 Color saturation; 2.06 Image sharpness; 2.07 White balance control; 2.08 Applying fine-tuning automatically; 2.09 Customizing your white balance…”

Tabla de Contenidos: “…-- Chapter 16 Navigating in a Storm: Growth in a COVID World -- Your Existing Assumptions Are Likely Wrong -- You Probably Don't Know How to Talk to Your Customer Anymore -- Supply Chains Are Suffering -- It's a Buyers' Market -- Revenue Opportunity Will Align with Government Investment -- Successful Growth Becomes a Relative Metric -- Work from Home -- Educate from Home -- Remote Healthcare -- The New New of Food Service -- Planning for the Recovery -- Follow the Money -- Lower Overhead -- Increase Sales Effort -- Lower Price to Win Business -- Be Responsive, Not Panicked -- Bottom‐Up Assessments &amp -- equals -- Tactical Health -- Assess Org Structure and Staffing Levels -- Target Competitors for Share Grab -- Maintain Focus and Morale -- Go Where Others Aren't -- Understand the Market -- Take Calculated Risks…”

Tabla de Contenidos: “…-- The Promise of Education: The Future -- The African Dream for Quality Higher Education -- Science and Social Responsibility – Heritage and Mission -- Unlocking the Potential of Higher Education by Serving the Common Good -- IAU: The Power to Foster Higher Education for Sustainable Development -- Aligning Higher Education’s Promise of Well-Being with Sustainability as a Purpose of Education -- Accelerating the Future into the Present: Re-imagining Higher Education in the Caribbean -- The Future of Higher Education: A New Paradigm Shift Addressing Students’ Diversity -- Knowledge and Partnerships for Sustainability and Equality -- Post-COVID-19: A Time of Opportunity for Asian Universities…”

Tabla de Contenidos: “…By country ---(a) Inward FATS ---(b) Outward FATS ---(c) Note on the equal ownership of shares by residents of more than one country --2. …”

Tabla de Contenidos: “…3.4.3 Hypothesis test for a population mean for small samples with unknown variance from a normal distribution3.4.4 Relation between tests and confidence intervals; 3.4.5 Hypothesis test based on small samples for a difference in the means of two independent populations with unknown variances from normal distributions; 3.4.6 Paired comparisons; 3.4.7 Hotelling's test; 3.4.8 Significance test for correlation coefficient; 3.5 Analysis of variance; 3.5.1 Principles of ANOVA; 3.5.2 Feature selection with application of ANOVA; 3.5.3 Testing of the equality of variances; 3.6 Cluster analysis…”

Tabla de Contenidos: “…-- References -- Notes -- Chapter 7: 1/N -- Fallacy: Equally Weighted Portfolios Are Superior to Optimized Portfolios -- The Case for 1/N -- Setting the Record Straight -- Empirical Evidence in Defense of Optimization -- Practical Problems with 1/N -- Broken Clock -- The Bottom Line -- References -- Note -- Section Three: Challenges to Asset Allocation…”

Tabla de Contenidos: “…Chapter 25 The Urgency of Having a Cyber Risk Management Plan -- The NIST Framework -- New Securities Exchange Corporation Cybersecurity Regulations -- Risk Management Pillars for the New Technological Era -- Risk Management Strategies at the Organizational Level -- All-Inclusive Approach to Risk Management -- Tools to Help Enable Cyber Risk Management: Encryption and Cryptography -- Digital Conversion Tools -- Cybersecurity Equals Economic Resilience -- The Need for Government and Industry Cooperation -- Conclusion: Emerging Technologies, Cybersecurity, and Our Digital Future -- Notes -- Acknowledgments -- About the Author -- Index -- EULA…”

Tabla de Contenidos: “…CppUnit Class Reference; AutoRegisterSuite; CompilerOutputter; Exception; Exception::Type; ExpectedExceptionTraits; NamedRegistries; NotEqualException; Orthodox; Outputter; RepeatedTest; SourceLine; SynchronizedObject; SynchronizedObject::ExclusiveZone; SynchronizedObject::SynchronizationObject; Test; TestCaller; TestCase; TestDecorator; TestFactory; TestFactoryRegistry; TestFailure; TestFixture; TestFixtureFactory; TestListener; TestResult; TestResultCollector; TestRunner; TestSetUp; TestSucessListener; TestSuite…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Dedication -- Packt Upsell -- Foreword -- Contributors -- Table of Contents -- Preface -- Chapter 1: Introduction to State Management -- The client state -- Handling changes in state -- The side effect model -- A speed tour of MobX -- An observable state -- Observing the state changes -- It's time to take action -- A comparison with Redux -- Redux in a nutshell -- MobX versus Redux -- Summary -- Chapter 2: Observables, Actions, and Reactions -- Technical requirements -- Observables -- Creating observables -- Observable arrays -- Observable maps -- A note on observability -- The computed observable -- Better syntax with decorators -- Actions -- Enforcing the use of actions -- Decorating actions -- Reactions -- autorun() -- reaction() -- A reactive UI -- when() -- when() with a promise -- Quick recap on reactions -- Summary -- Chapter 3: A React App with MobX -- Technical requirements -- The book search -- Observable state and actions -- Managing the async action -- The Reactive UI -- Getting to the store -- The SearchTextField component -- The ResultsList component -- Summary -- Chapter 4: Crafting the Observable Tree -- Technical requirements -- The shape of data -- Controlling observability -- Using @decorators -- Creating shallow observables with @observable.shallow -- Creating reference-only observables with @observable.ref -- Creating structural observables with @observable.struct -- Using the decorate() API -- Decorating with observable() -- Extending the observability -- Derived state with @computed -- Structural equality -- Modeling the stores -- Observable state -- Derived state -- Actions -- Summary -- Chapter 5: Derivations, Actions, and Reactions -- Technical requirements -- Derivations (computed properties) -- Is it a side effect? …”

Tabla de Contenidos: “…; The basics - color depth; 2.02 More colors equal better quality; Digital shooting technique; 2.03 Exposure compensation; Frame-by-frame control; 2.04 Contrast; 2.05 Color saturation; 2.06 Image sharpness; 2.07 White balance control; 2.08 Applying fine-tuning automatically…”

Tabla de Contenidos: “…; The basics - color depth; 2.02 More colors equals better quality; Digital shooting technique; 2.03 Exposure Compensation; Frame-by-frame control; 2.04 Contrast; 2.05 Color saturation; 2.07 White balance control; 2.08 Applying fine-tuning automatically; 2.09 Customizing your white balance; 2.10 Shooting RAW for ultimate control…”

Tabla de Contenidos: “…-- Utility Types -- Record&lt -- Keys, Type&gt -- -- Pick&lt -- Type, Keys&gt -- -- Omit&lt -- Type, Keys&gt -- -- Partial&lt -- Type&gt -- -- Required&lt -- Type&gt -- -- Readonly&lt -- Type&gt -- -- Exclude&lt -- Type, Keys&gt -- -- Extract&lt -- Type, Keys&gt -- -- Parameters&lt -- FunctionType&gt -- -- ConstructorParameters&lt -- ClassType&gt -- -- ReturnType&lt -- FunctionType&gt -- -- Conditional Types -- extends Keyword -- infer Keyword -- Extracting Inferred Types -- Distributive and Nondistributive Conditional Types -- Conditional Types via Property Accessors -- Mapped Types -- Changing the Type of Fields -- Adding and Removing Fields -- Renaming Fields -- Recursive Types -- Recursion Within an Object Type -- Recursion over a Tuple Type -- Template Literals -- Summary -- Chapter 6: Advanced Usage -- Introduction -- Expect and IsEqual -- Compute -- JsonOf -- Flatten -- UrlParameters -- UrlParameters with Optional Params -- Further Reading -- Summary -- Chapter 7: Performance -- Introduction -- Reducing Inline Types -- Reducing Inferred Types -- Inline Caching Using Conditional Types -- Reduce Intersections -- Reduce Union Types -- Partition Using Packages and Projects -- Partitioning Using Packages -- Partitioning Using Projects -- Other Performance Tweaks -- Debugging Performance Issues -- Using the @typescript/analyze-trace NPM Package -- Using a Trace Viewer Within Your Browser -- Summary -- Chapter 8: Build -- Introduction -- Compiler Options -- Recommended tsconfig.json Settings -- Targeting Modern Browsers -- Prevent Optional Errors -- Display Complete Errors -- Enable Widest Range of Safe Interoperability -- Project Structure and Build Output -- Other Options -- Linting -- Installing ESLint -- Ideal Ruleset -- Additional Strict Errors -- Additional Strict Warnings -- Removed Rules…”

Tabla de Contenidos: “…; Chapter 2: Numbers and Expressions; 2.1 Numbers; 2.2 Expressions; 2.3 Operator Precedence; 2.4 Assignment; 2.5 Increment and Decrement Operators; 2.6 Object References; 2.7 Relational and Equality Operators; 2.8 Exercises; Chapter 3: Strings and Regular Expressions; 3.1 String Literals; 3.2 String Indexing and Slicing; 3.3 Basic Operations; 3.4 String Methods…”

Tabla de Contenidos: “…Stretch, Shrink, Warp, and RotatecVWarpAffine performance; Computing the affine map matrix; Sparse affine transformations; Perspective Transform; Computing the perspective map matrix; Sparse perspective transformations; CartToPolar and PolarToCart; LogPolar; Discrete Fourier Transform (DFT); Convolution and DFT; Discrete Cosine Transform (DCT); Integral Images; Distance Transform; Histogram Equalization; Exercises; 7. Histograms and Matching; Accessing Histograms; Basic Manipulations with Histograms; Chi-square (method = CV_COMP_CHISQR); Intersection (method = CV_COMP_INTERSECT)…”

Tabla de Contenidos: “…; The basics - color depth; 2.02 More colors equal better quality; Digital shooting technique; 2.03 Exposure compensation; Frame-by-frame control; 2.04 Contrast; 2.05 Color saturation; 2.06 Image sharpness; 2.07 White balance control; 2.08 Applying fine-tuning automatically; 2.09 Customizing your white balance…”