Tabla de Contenidos:

Tabla de Contenidos: “…Foundation -- 1 Introduction -- 2 Review of Vector Calculus -- 3 Mathematical Description of Physical Phenomena -- 4 The Discretization Process -- 5 The Finite Volume Method -- 6 The Finite Volume Mesh -- 7 The Finite Volume Mesh in OpenFOAM® and uFVM -- Discretization -- 8 Spatial Discretization: The Diffusion Term -- 9 Gradient Computation -- 10 Solving the System of Algebraic Equations -- 11 Discretization of the Convection Term -- 12 High Resolution Schemes -- 13 Temporal Discretization: The Transient Term -- 14 Discretization of the Source Term, Relaxation, and Other Details -- Algorithms -- 15 Fluid Flow Computation: Incompressible Flows -- 16 Fluid Flow Computation: Compressible Flows -- Applications -- 17 Turbulence Modeling -- 18 Boundary Conditions in OpenFOAM® and uFVM -- 19 An OpenFOAM® Turbulent Flow Application -- 20 Closing Remarks -- Appendices…”

Tabla de Contenidos: “…Relative moveto and linetoPath Shortcuts; Elliptical Arc; Technique: Converting from Other Arc Formats; Bézier Curves; Path Reference Summary; Paths and Filling; The marker element; Marker Miscellanea; Chapter 7: Patterns and Gradients; Patterns; Gradients; Transforming Gradients and Patterns; Chapter 8: Text; Text Terminology; Simple Attributes and Properties of the text Element; Text Alignment; The tspan element; Setting textLength; Vertical Text; Internationalization and Text; Text on a Path; Whitespace and Text; Case Study-Adding Text to a Graphic; Chapter 9: Clipping and Masking…”

Tabla de Contenidos: “…; How to Use This Book; Getting Started; A Few Important Words About Sidebars; Conventions Used Herein; Using Code Examples; Safari® Enabled; Comments and Questions; Acknowledgments; Chapter 1: Getting Started, Right Out of the Box; Drawing Your First Box; Setting Up the File; Drawing a Rectangle; Using Undo and the History Panel; Drawing a Perfect Square; Adjusting Caps and Joins; Coloring Fills and Strokes; Solid Fills and Gradients; Gradient Psychedelia…”

Tabla de Contenidos: “…Understanding Paper Variation ModelsDefining Colors and Tints; Working with Gradients; Managing Swatches; Applying Colors, Tints, and Gradients; Summary; Part III: Object Fundamentals; Chapter 8: Adding Frames, Shapes, and Lines; Creating a Text Frame; Creating a Graphics Frame; Converting Frames for Specific Content; Drawing Straight Lines; Summary; Chapter 9: Manipulating Objects; Selecting Objects; Moving Objects; Creating Copies of Objects; Deleting Objects; Preventing Objects from Printing; Aligning and Distributing Objects; Summary; Chapter 10: Transforming Objects…”

Tabla de Contenidos:

Tabla de Contenidos: “…Example of logistic regression using German credit data -- Random forest -- Example of random forest using German credit data -- Grid search on random forest -- Variable importance plot -- Comparison of logistic regression with random forest -- Summary -- Chapter 4: Tree-Based Machine Learning Models -- Introducing decision tree classifiers -- Terminology used in decision trees -- Decision tree working methodology from first principles -- Comparison between logistic regression and decision trees -- Comparison of error components across various styles of models -- Remedial actions to push the model towards the ideal region -- HR attrition data example -- Decision tree classifier -- Tuning class weights in decision tree classifier -- Bagging classifier -- Random forest classifier -- Random forest classifier - grid search -- AdaBoost classifier -- Gradient boosting classifier -- Comparison between AdaBoosting versus gradient boosting -- Extreme gradient boosting - XGBoost classifier -- Ensemble of ensembles - model stacking -- Ensemble of ensembles with different types of classifiers -- Ensemble of ensembles with bootstrap samples using a single type of classifier -- Summary -- Chapter 5: K-Nearest Neighbors and Naive Bayes -- K-nearest neighbors -- KNN voter example -- Curse of dimensionality -- Curse of dimensionality with 1D, 2D, and 3D example -- KNN classifier with breast cancer Wisconsin data example -- Tuning of k-value in KNN classifier -- Naive Bayes -- Probability fundamentals -- Joint probability -- Understanding Bayes theorem with conditional probability -- Naive Bayes classification -- Laplace estimator -- Naive Bayes SMS spam classification example -- Summary -- Chapter 6: Support Vector Machines and Neural Networks -- Support vector machines working principles -- Maximum margin classifier -- Support vector classifier…”

“…Para cuando termine de leer, será consciente de lo que son las redes neuronales artificiales, cómo funcionan el descenso de gradiente y la propagación hacia atrás, y qué es el aprendizaje profundo. …”

“…Para cuando termine de leer, será consciente de lo que son las redes neuronales artificiales, cómo funcionan el descenso de gradiente y la propagación hacia atrás, y qué es el aprendizaje profundo. …”

Tabla de Contenidos: “…-- EL MODELO DE RESERVA DE BIOSFERA EN AMBIENTEURBANO DESDE EL GRADIENTE URBANO-RURAL -- ACTIVIDAD DE CIERRE -- CONCLUSIONES -- GLOSARIO DE TÉRMINOS -- REFERENCIAS…”
Enlace del recurso

Tabla de Contenidos: “…Families unequal : socioeconomic gradients in family patterns across the US and Europe / Family forms and social inequality in Latin America / How inequality drives family formation : the prima facie case / Universal or unique? …”

Tabla de Contenidos: “…Cover -- Title -- Contents -- Introduction -- Before Baking -- Polymer Clay Brands -- Safety -- Tools -- Jewelry Hardware -- Color Palette -- Color Basics -- How to Pick a Color Palette -- Color Mixing -- Conditioning Clay -- Projects -- The Dua: Colorful Abstract Earrings -- The Nina: Faux Turquoise -- The Marina: Layered Slab -- The Jenasie: Checkered-Print Earrings -- The Jess: Shaved Terrazzo -- The Sam: Rainbow Flowers -- The Alex: Cloudy Rainbows -- The Lara: Mokume-Gane Cane -- The Rae: Marble Cutout Earrings -- The Mackenzie: Retro Circles -- The Saylor: Shell Earrings Inlay -- The Trish: Hammered "Metal" Earrings -- The Di: Bead Hoops -- The MJ: Cutout Retro -- The Maggie: Two-tone Hoops -- The Ruby: Watercolor Method -- Pop-Art Bananas: Painting with Liquid Clay -- The Sara: Gradient Agate Earrings -- Baking &amp -- After Baking -- Scrap Clay -- Attaching Backs -- Sanding -- Texture -- Baking Guide -- Cleaning &amp -- Care -- About the Author -- Dedication -- Copyright…”

Tabla de Contenidos: “…Chapter 11 - Diffusion and ReactionChapter 12 - Transport in Nonporous Membranes; Chapter 13 - Analysis of Sorption and Desorption; Chapter 14 - Dispersion and Chromatography; Chapter 15 - Effects of Pressure Gradients on Diffusion: Wave Behavior and Sedimentation; Chapter 16 - Viscoelastic Diffusion; Chapter 17 - Transport with Moving Reference Frames; Appendix: Vector and Tensor Notation; References; Back Cover…”

Tabla de Contenidos: “…Liversage -- Morgan's ambivalence : a history of gradients and regeneration / Lewis Wolpert…”

Tabla de Contenidos: “…-- Types of optimizers -- Gradient descent -- Different variants of gradient descent -- Algorithms to optimize gradient descent -- Which optimizer to choose -- Optimization with an example -- Summary -- Chapter 4: Convolutional Neural Networks -- An overview and the intuition of CNN -- Single Conv Layer Computation -- CNN in TensorFlow -- Image loading in TensorFlow -- Convolution operations -- Convolution on an image -- Strides -- Pooling -- Max pool -- Example code -- Average pool -- Image classification with convolutional networks -- Defining a tensor for input images and the first convolution layer -- Input tensor -- First convolution layer -- Second convolution layer -- Third convolution layer…”

Tabla de Contenidos: “…Expanding brush strokes -- Creating and editing Calligraphic brushes -- Creating and editing Scatter brushes -- Creating and editing Art brushes -- Creating and editing Bristle brushes -- Painting brush strokes inside objects -- Duplicating brushes -- Editing brushes manually -- Editing brush strokes on objects -- Deleting brushes -- Creating brush libraries -- 24 Gradients Applying a gradient -- Creating a two-color gradient -- Editing gradient colors via on-object controls -- Saving a gradient as a swatch -- Changing the position, length, or angle of a gradient in an object -- Spreading a single gradient across multiple objects -- Expanding a gradient into paths -- 25 Combine Paths Using the Shape Builder tool -- Applying the Shape Mode commands -- Applying the Pathfinder commands -- Using the Compound Path command -- Working with compound paths -- Applying Pathfinder effects -- 26 Clipping Masks Creating a clipping set -- Selecting objects in a clipping set -- Adding objects to, and deleting them from, a clipping set -- Releasing a clipping set -- 27 Transparency Changing an object's opacity or blending mode -- Controlling which objects the transparency settings affect -- Using the transparency grid -- 28 Symbols Accessing the symbol libraries -- Creating individual symbol instances -- Creating symbol sets with the Symbol Sprayer tool -- Replacing symbols -- Creating symbols -- Deleting symbols from the panel -- Saving symbol libraries -- Editing symbols -- Choosing options for the symbolism tools -- Using the Symbol Shifter, Scruncher, Sizer, Spinner, Stainer, Screener, and Styler tools -- Unlinking symbol instances -- Expanding symbol instances -- 29 Live Color Creating color groups via the Recolor Artwork dialog -- Using the color wheel in the Recolor Artwork dialog -- Assigning colors to artwork via the Recolor Artwork dialog…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Getting Started with Regression -- Going back to the origin of regression -- Regression in the real world -- Understanding regression concepts -- Regression versus correlation -- Discovering different types of regression -- The R environment -- Installing R -- Using precompiled binary distribution -- Installing on Windows -- Installing on macOS -- Installing on Linux -- Installation from source code -- RStudio -- R packages for regression -- The R stats package -- The car package -- The MASS package -- The caret package -- The glmnet package -- The sgd package -- The BLR package -- The Lars package -- Summary -- Chapter 2: Basic Concepts - Simple Linear Regression -- Association between variables - covariance and correlation -- Searching linear relationships -- Least squares regression -- Creating a linear regression model -- Statistical significance test -- Exploring model results -- Diagnostic plots -- Modeling a perfect linear association -- Summary -- Chapter 3: More Than Just One Predictor - MLR -- Multiple linear regression concepts -- Building a multiple linear regression model -- Multiple linear regression with categorical predictor -- Categorical variables -- Building a model -- Gradient Descent and linear regression -- Gradient Descent -- Stochastic Gradient Descent -- The sgd package -- Linear regression with SGD -- Polynomial regression -- Summary -- Chapter 4: When the Response Falls into Two Categories - Logistic Regression -- Understanding logistic regression -- The logit model -- Generalized Linear Model -- Simple logistic regression -- Multiple logistic regression -- Customer satisfaction analysis with the multiple logistic regression -- Multiple logistic regression with categorical data…”

Tabla de Contenidos: “…The Brush tool; Mixing colors; Advanced color effect; Animated color effect; Using gradients; Adding texture; The Pen tool; Trace Bitmap; Image Trace (Illustrator); Shading 1: line trick; Shading 2: shape it; Shading 3: paint selected; Shading 4: outlines; Realism with gradients; UI Design; Character design; Object Drawing; Interlude: Being subtle; 3 Transformation & distortion; Distorting bitmaps; The Envelope tool; Warping; Card flip; 3D Rotation; Butterfly; Squash and stretch; Interlude: A moment of clarity; 4 Masking; Rotating globe; Flag waving; Iris transition; Handwriting; Spotlight…”

Tabla de Contenidos: “…Design styles; Drawing with basic shapes; The Brush tool; Mixing colors; Using gradients; Adding texture; The Pen tool; Trace Bitmap; Shading 1: line trick; Shading 2: shape it; Shading 3: paint selected; Shading 4: outlines; Realism with gradients; Spray Brush tool; Deco tool; Interlude: The new Flash interface; 2. …”

Tabla de Contenidos: “…Photoshop CS4: Simplified Tips & Tricks; Table of Contents; Chapter 1: Customizing Photoshop for Your Projects; SELECT THE COLOR SETTINGS for your projects; SET THE PREFERENCES for the way you work; Move the panels and tools to CUSTOMIZE YOUR WORKSPACE; PERSONALIZE YOUR VIEW of Bridge; ADD A KEYBOARD SHORTCUT for a favorite filter; CREATE A CUSTOM ACTION to increase your efficiency; DESIGN A CUSTOMIZED BRUSH with your settings; MAKE A SPECIAL GRADIENT to suit your design; CALIBRATE AND PROFILE your monitor for better editing; Turn on the full power of Photoshop with a PEN TABLET…”