Ver edición digitalizada de Google Books

Tabla de Contenidos:

Tabla de Contenidos: “…2.8.1 Machine Learning Projects -- 2.8.2 Spam Detection Using Machine Learning -- 2.8.3 Spam Detection for YouTube Comments Using Naïve Bayes Classifier -- 2.8.4 Fake News Detection -- 2.8.5 House Price Prediction -- 2.8.6 Gold Price Prediction -- Bibliography -- Chapter 3 Multilayer Perceptron (in Neural Networks) -- 3.1 Multilayer Perceptron for Digit Classification -- 3.1.1 Implementation of MLP using TensorFlow for Classifying Image Data -- 3.2 Training Multilayer Perceptron -- 3.3 Backpropagation -- References -- Chapter 4 Kernel Machines -- 4.1 Different Kernels and Their Applications -- 4.2 Some Other Kernel Functions -- 4.2.1 Gaussian Radial Basis Function (RBF) -- 4.2.2 Laplace RBF Kernel -- 4.2.3 Hyperbolic Tangent Kernel -- 4.2.4 Bessel Function of the First-Kind Kernel -- 4.2.5 ANOVA Radial Basis Kernel -- 4.2.6 Linear Splines Kernel in One Dimension -- 4.2.7 Exponential Kernel -- 4.2.8 Kernels in Support Vector Machine -- References -- Chapter 5 Linear and Rule-Based Models -- 5.1 Least Squares Methods -- 5.2 The Perceptron -- 5.2.1 Bias -- 5.2.2 Perceptron Weighted Sum -- 5.2.3 Activation Function -- 5.2.3.1 Types of Activation Functions -- 5.2.4 Perceptron Training -- 5.2.5 Online Learning -- 5.2.6 Perceptron Training Error -- 5.3 Support Vector Machines -- 5.4 Linearity with Kernel Methods -- References -- Chapter 6 Distance-Based Models -- 6.1 Introduction -- 6.1.1 Distance-Based Clustering -- 6.2 K-Means Algorithm -- 6.2.1 K-Means Algorithm Working Process -- 6.3 Elbow Method -- 6.4 K-Median -- 6.4.1 Algorithm -- 6.5 K-Medoids, PAM (Partitioning Around Medoids) -- 6.5.1 Advantages -- 6.5.2 Drawbacks -- 6.5.3 Algorithm -- 6.6 CLARA (Clustering Large Applications) -- 6.6.1 Advantages -- 6.6.2 Disadvantages -- 6.7 CLARANS (Clustering Large Applications Based on Randomized Search) -- 6.7.1 Advantages -- 6.7.2 Disadvantages…”

Tabla de Contenidos: “…Cover -- Copyright -- Brief Contents -- Contents -- Foreword -- Preface -- Acknowledgement -- About the Author -- Chapter 1: Introduction to Business Mathematics -- 1.1 Introduction to Business Mathematics -- 1.2 Scope and Importance -- 1.2.1 Steps in Quantitative Analysis Approach -- 1.3 Number System -- 1.3.1 Natural Numbers -- 1.3.2 Whole Numbers -- 1.4 Positive and Negative Integers -- 1.4.1 Positive Integers -- 1.4.2 Negative Integers -- 1.5 Fractions -- 1.5.1 Proper Fraction -- 1.5.2 Improper Fraction -- 1.6 Rational and Irrational Numbers -- 1.6.1 Rational Numbers -- 1.6.2 Irrational Numbers -- 1.7 Real Numbers -- 1.8 Sum of First n Natural Numbers -- 1.9 Sum of Square and Sum of Cube of First n Natural Numbers -- Chapter 2: Algebra -- 2.1 Algebra -- 2.2 Algebraic Identities -- 2.3 Simple Factorizations -- 2.4 Equations -- 2.5 Linear and Quadratic Equations -- 2.5.1 Linear Equations -- 2.5.2 Simultaneous Linear Equations -- 2.5.3 Quadratic Equation -- 2.6 Indices and Surds -- 2.6.1 Indices -- 2.6.2 Surds -- 2.7 Logarithms and Their Properties -- 2.7.1 Definition -- 2.7.2 Properties -- 2.7.3 Common Logarithms -- 2.8 Problems Based on Logarithms -- 2.9 Inequality in Graphs -- 2.10 Remainder Theorem and Factor Theorem -- 2.10.1 Remainder Theorem -- 2.10.2 Factor Theorem -- Exercise -- Chapter 3: Theory of Sets and Its Business Applications -- 3.1 Set Theory -- 3.2 Representation of Sets -- 3.2.1 Tabulation Method -- 3.2.2 Set Builder Form -- 3.2.3 Cardinal Number -- 3.2.4 Element of a Set -- 3.2.5 Order of a Set -- 3.2.6 Finite Set -- 3.2.7 Infinite Set -- 3.2.8 Singleton Set -- 3.3 Union of Sets -- 3.4 Intersection of Two Sets -- 3.5 Complement of a Set -- 3.6 Subset -- 3.6.1 Identical/Equal Set -- 3.6.2 Equivalent Set -- 3.6.3 Disjoint Set -- 3.6.4 Universal Set -- 3.7 Null Set/Empty Set/Void Set -- 3.8 Difference of a Set…”

Tabla de Contenidos: “…3.9.4 Weight Average Molecular Weight -- 3.9.5 Other Molecular Weight Averages -- 3.9.6 Determination of MWD -- 3.9.7 Effect of Molecular Weight and Molecular Weight Distribution on Flow and Mechanical Properties -- 3.10 Polymer Morphology -- 3.10.1 Crystallinity -- 3.10.2 Polymer Orientation -- 3.10.3 Degree of Crystallinity -- 3.11 Thermal Properties -- 3.11.1 Melting Temperature -- 3.11.2 Glass Transition Temperature -- 3.11.2.1 Measuring Tg -- 3.11.2.2 Variables Affecting Tg -- 3.11.3 Other Thermal Transitions -- 3.11.4 Heat Capacity -- 3.11.5 Heat of Fusion -- 3.11.6 Thermal Conductivity -- 3.11.7 Thermal Expansion Coefficient -- 3.11.8 Other Dimensional Changes -- 3.11.9 Dimensional Stability -- 3.12 Mechanical Properties -- 3.12.1 Tensile Properties -- 3.12.2 Tear Strength -- 3.12.3 Impact and Bursting Strength -- 3.12.4 Other Mechanical Properties -- 3.13 Barrier Properties -- 3.13.1 Diffusion Coefficient -- 3.13.2 Solubility Coefficient -- 3.13.3 Permeability Coefficient -- 3.14 Surfaces and Adhesion -- 3.14.1 Surface Tension -- 3.14.2 Wettability -- 3.14.3 Adhesive Bond Strength -- 3.14.4 Cohesive Bond Strength -- 3.14.5 Blocking -- 3.14.6 Friction -- 3.14.7 Heat Sealing -- 3.15 Optical Characteristics -- 3.15.1 Gloss -- 3.15.2 Haze -- 3.15.3 Transparency and Opacity -- 3.16 Electrical Properties -- 3.17 Plastics Identification Using IR Spectrophotometry -- 3.18 References -- Study Questions -- 4 Major Plastics in Packaging -- 4.1 Branched Polyethylenes -- 4.1.1 Low Density Polyethylene -- 4.1.2 Ethylene Vinyl Acetate (EVA) -- 4.1.3 Ethylene Acrylic Acid (EAA) -- 4.1.4 Ionomers -- 4.2 Linear Polyethylenes -- 4.2.1 High Density Polyethylene (HDPE) -- 4.2.2 Linear Low Density Polyethylene (LLDPE) -- 4.2.3 Metallocene Polymers -- 4.2.4 Property Trends in the Polyethylene Family -- 4.3 Polypropylene (PP) -- 4.3.1 PP Homopolymer…”

Tabla de Contenidos: “…Destinar un porcentaje del PIB a R+D energético.3. Generar un potente desarrollo en energías renovables, en sistemas de almacenamiento de energía, en nuevos sistemas de transporte y movilidad,; 4. …”

Tabla de Contenidos: “…Los tratados internacionales sobre derechos del niño; 1.2.1. La Declaración de Ginebra de 1924: salvemos a los niños; 1.2.2. La Declaración de los Derechos del Niño de 1959: protejamos a los niños; 1.3. …”

Tabla de Contenidos: “…Destinar un percentatge del PIB a R+D energètic3. Generar un potent desenvolupament en energies renovables, en sistemes d'emmagatzematge d'energia, en nous sistemes de transport i mobilitat, en arquitectura energèticament sostenible i en millora dels processos domèstics, industrials i de serveis; 4. …”

Tabla de Contenidos: “…; APÉNDICE; APÉNDICE: Mecanismos físicos para generar rayos X; BIBLIOGRAFÍA; Bibliografía recomendada; General.; Capítulos I, II y III.; Capítulo IV.; Capítulo V.; Capítulo VI.; Apéndice.; Índice Onomástico; Índice de Materias; Índice de Lanzadores, Satélites e Instrumentos; Índice de Objetos; LÁMINAS EN COLOR; Lámina 1:; Lámina 2:; Lámina 3…”

Tabla de Contenidos: “…Using groups, nested groups, and Isolation Mode for improved workflow -- Summary -- Chapter 11: Extending Illustrator Through Third-Party Tools and the iPad -- Technical requirements -- Adobe Stock &amp -- Marketplace in your Creative Cloud app -- Adobe Stock -- Adobe Fonts -- Adobe Exchange -- Substance 3D -- Creative Cloud libraries -- Powerful and creative plugins from Astute Graphics -- Variety -- Methods of use -- Cineware by Maxon for 3D objects -- Substance 3D in Illustrator -- Illustrator for iPad -- Summary -- Chapter 12: Illustrator Mastery - Advanced Techniques and Shortcuts -- Technical requirements -- Logo development using the Outline view and Shape Builder -- Mood board development using Pattern and Repeat for background fills -- Pattern -- Repeat -- Astute Graphics - MirrorMe -- Comp card with advanced typography settings -- Illustration with texture fills -- Applying texture with a pattern swatch -- Applying texture using a raster-based image -- Applying texture using Astute Graphics - Texturino -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…La comunicación negativaLas críticas como una forma de control; Estrategias elementales de control; Negar la aprobación; Olvidarse; Las Personas Justas y el control; Conductas inaceptables; Las malas caras en público; Los mensajes subyacentes; Las agresiones verbales; La violencia doméstica; Pasarse de la raya; El impulso a restarle importancia; La coerción sexual; El cuarto de herramientas mentales del controlador; Contenido versus proceso; Ejercicio: Hacer una revisión de nuestra propia vida, Parte 3; LA VIDA CON (Y SIN) RELACIONES CONTROLADORAS 4; El amor y las relaciones sanas…”

Tabla de Contenidos: “…LOS PREPARATIVOSLA EXPEDICIÓN; LOS RESULTADOS; COROLARIO; APÉNDICE: CARTA-INFORME DE FRANCISCO QUIROGA A FRANCISCO GINER DE LOS RÍOS64; PRODUCCIÓN CIENTÍFICA DE LA EXPEDICIÓN; BIBLIOGRAFÍA; CAPÍTULO IV FRANCISCO QUIROGA Y RODRÍGUEZ (1853-1894); MARCO GEOLÓGICO DE LA PRIMERA MITAD DEL SIGLO XIX; ANTECEDENTES FAMILIARES Y PRIMEROS AÑOS DE SU INFANCIA EN ARANJUEZ; El traslado temporal a Madrid y a León; Los Quiroga regresan a Madrid. …”

Tabla de Contenidos: “…La Semana Trágica y la «Ley del Candado» RELIGIOSIDADES ALTERNATIVAS: KRAUSISMO Y ESPIRITISMO (1860-1936) La religión y la Iglesia en la cultura institucionista: de Francisco Giner a Manuel Azaña 1. Las bases de la posición religiosa de los institucionistas: Ciencia y religión 2. …”

Tabla de Contenidos: “…3.3.6 Non-statistical Methods of Estimation3.3.7 Expressing Analytical Results; 3.3.8 Significant Figures - "Box-and-Dot" Method; 3.3.9 Outlier Tests; 3.4 Regression; 3.4.1 Regression Analysis; 3.4.2 Calibration Function; 3.4.3 The "Optimal" Trend Line; 3.4.4 Linear Regression; 4: The Analytical Process; 4.1 The Analytical Process in the Overall Context; 4.2 Planning Phase; 4.2.1 Analytical Problem; 4.2.2 Object of Investigation; 4.2.3 Sample; 4.2.4 Sampling; 4.2.5 Examination Procedures; 4.2.6 Analyte; 4.2.7 Literature and Database Research; 4.3 Analysis; 4.3.1 Measurement…”

Tabla de Contenidos: “…Le système d'inspections environnementales est efficace, mais les mesures prises pour faire appliquer la réglementation sont inégales -- 1.2.5. La démocratie environnementale est solide -- 1.3. …”

Tabla de Contenidos: “…4.3.1.3 FRIG Algorithm4.3.1.4 SIG Algorithm; 4.3.2 Parametric IG Algorithms; 4.3.3 Fixed-Point Minimum Error Entropy Algorithm; 4.3.4 Kernel Minimum Error Entropy Algorithm; 4.3.5 Simulation Examples; 4.4 Convergence Analysis; 4.4.1 Convergence Analysis Based on Approximate Linearization; 4.4.2 Energy Conservation Relation; 4.4.3 Mean Square Convergence Analysis Based on Energy Conservation Relation; 4.4.3.1 Sufficient Condition for Mean Square Convergence; 4.4.3.2 Mean Square Convergence Curve; 4.4.3.3 Mean Square Steady-State Performance; 4.5 Optimization of φ-Entropy Criterion…”

Tabla de Contenidos: “…3.11 CONVERGENCE OF FOURIER COEFFICIENTS 3.11.1 Periodic Signal Case; 3.11.2 Convergence of Fourier Coefficients to Zero; 3.12 Cramerś Representation and Transform; 3.12.1 Miscellaneous Mathematical Results; 3.12.2 Cramer Representation and Transform; 3.12.3 Initial Approach to the Cramer Transform; 3.12.4 The Cramer Transform; 3.12.5 Miscellaneous Results; 3.12.6 Transform of Common Signals; 3.12.7 Change in Transform; 3.12.8 Linear Filtering; 3.12.9 Integrated Spectrum, Spectrum, and Power Spectrum; 3.12.10 Cramer Transform of Standard Signals; 3.13 PROBLEMS…”

Tabla de Contenidos: “…Espansioni e contrazioni dello spazio pubblico nel territorio di Frattaminore / Vincenzo Valentino -- Fratta Middle School Francesco Caliendo -- Take care of the margins Maria Alessandra Desiderio -- Landmark at the border Caterina Fiscina -- Linear park Sara Liguori -- Under the bridge Marta Matarese -- The city's snake Umberto Molaro -- Viggiano Multitasking Pasquale Notariello -- The red wire Imma Perna -- The red wire Ferdinando Romano -- Connectiong the opposites Maria Russo -- INTEGRATED COURSES OF THE DESIGN STUDIO / CORSI INTEGRATI DEL LABORATORIO DI PROGETTAZIONE…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Contents -- Foreword -- Acknowledgments -- Chapter 1: A Value-Centric Perspective Towards Analytics -- Introduction -- Business Analytics -- Profit-Driven Business Analytics -- Analytics Process Model -- Analytical Model Evaluation -- Analytics Team -- Profiles -- Data Scientists -- Conclusion -- Review Questions -- Multiple Choice Questions -- Open Questions -- References -- Chapter 2: Analytical Techniques -- Introduction -- Data Preprocessing -- Denormalizing Data for Analysis -- Sampling -- Exploratory Analysis -- Missing Values -- Outlier Detection and Handling -- Principal Component Analysis -- Types of Analytics -- Predictive Analytics -- Introduction -- Linear Regression -- Logistic Regression -- Decision Trees -- Neural Networks -- Ensemble Methods -- Bagging -- Boosting -- Random Forests -- Evaluating Ensemble Methods -- Evaluating Predictive Models -- Splitting Up the Dataset -- Performance Measures for Classification Models -- Performance Measures for Regression Models -- Other Performance Measures for Predictive Analytical Models -- Descriptive Analytics -- Introduction -- Association Rules -- Sequence Rules -- Clustering -- Survival Analysis -- Introduction -- Survival Analysis Measurements -- Kaplan Meier Analysis -- Parametric Survival Analysis -- Proportional Hazards Regression -- Extensions of Survival Analysis Models -- Evaluating Survival Analysis Models -- Social Network Analytics -- Introduction -- Social Network Definitions -- Social Network Metrics -- Social Network Learning -- Relational Neighbor Classifier -- Probabilistic Relational Neighbor Classifier -- Relational Logistic Regression -- Collective Inferencing -- Conclusion -- Review Questions -- Multiple Choice Questions -- Open Questions -- Notes -- References -- Chapter 3: Business Applications -- Introduction…”