Tabla de Contenidos: “…Keras advanced activation layers -- Keras normalization layers -- Keras noise layers -- Adding Layers to the Keras Model -- Sequential API to add layers to the Keras model -- Functional API to add layers to the Keras Model -- Compiling the Keras model -- Training the Keras model -- Predicting with the Keras model -- Additional modules in Keras -- Keras sequential model example for MNIST dataset -- Summary -- Chapter 4: Classical Machine Learning with TensorFlow -- Simple linear regression -- Data preparation -- Building a simple regression model -- Defining the inputs, parameters, and other variables -- Defining the model -- Defining the loss function -- Defining the optimizer function -- Training the model -- Using the trained model to predict -- Multi-regression -- Regularized regression -- Lasso regularization -- Ridge regularization -- ElasticNet regularization -- Classification using logistic regression -- Logistic regression for binary classification -- Logistic regression for multiclass classification -- Binary classification -- Multiclass classification -- Summary -- Chapter 5: Neural Networks and MLP with TensorFlow and Keras -- The perceptron -- MultiLayer Perceptron -- MLP for image classification -- TensorFlow-based MLP for MNIST classification -- Keras-based MLP for MNIST classification -- TFLearn-based MLP for MNIST classification -- Summary of MLP with TensorFlow, Keras, and TFLearn -- MLP for time series regression -- Summary -- Chapter 6: RNN with TensorFlow and Keras -- Simple Recurrent Neural Network -- RNN variants -- LSTM network -- GRU network -- TensorFlow for RNN -- TensorFlow RNN Cell Classes -- TensorFlow RNN Model Construction Classes -- TensorFlow RNN Cell Wrapper Classes -- Keras for RNN -- Application areas of RNNs -- RNN in Keras for MNIST data -- Summary -- Chapter 7: RNN for Time Series Data with TensorFlow and Keras…”

Tabla de Contenidos: “…-- Übungen -- Kapitel 3: Klassifikation -- MNIST -- Trainieren eines binären Klassifikators -- Qualitätsmaße -- Messen der Genauigkeit über Kreuzvalidierung -- Konfusionsmatrix -- Relevanz und Sensitivität -- Die Wechselbeziehung zwischen Relevanz und Sensitivität -- Die ROC-Kurve -- Klassifikatoren mit mehreren Kategorien -- Fehleranalyse -- Klassifikation mit mehreren Labels -- Klassifikation mit mehreren Ausgaben -- Übungen -- Kapitel 4: Trainieren von Modellen -- Lineare Regression -- Die Normalengleichung -- Komplexität der Berechnung -- Das Gradientenverfahren -- Batch-Gradientenverfahren -- Stochastisches Gradientenverfahren -- Mini-Batch-Gradientenverfahren -- Polynomielle Regression -- Lernkurven -- Regularisierte lineare Modelle -- Ridge-Regression -- Lasso-Regression -- Elastic Net -- Early Stopping -- Logistische Regression -- Abschätzen von Wahrscheinlichkeiten -- Trainieren und Kostenfunktion -- Entscheidungsgrenzen -- Softmax-Regression -- Übungen -- Kapitel 5: Support Vector Machines -- Lineare Klassifikation mit SVMs -- Soft-Margin-Klassifikation -- Nichtlineare SVM-Klassifikation -- Polynomieller Kernel -- Ähnlichkeitsbasierte Merkmale -- Der gaußsche RBF-Kernel -- Komplexität der Berechnung -- SVM-Regression -- Hinter den Kulissen -- Entscheidungsfunktion und Vorhersagen -- Zielfunktionen beim Trainieren -- Quadratische Programme -- Das duale Problem -- Kernel-SVM -- Online-SVMs -- Übungen -- Kapitel 6: Entscheidungsbäume -- Trainieren und Visualisieren eines Entscheidungsbaums -- Vorhersagen treffen -- Schätzen von Wahrscheinlichkeiten für Kategorien -- Der CART-Trainingsalgorithmus -- Komplexität der Berechnung -- Gini-Unreinheit oder Entropie? …”

Tabla de Contenidos: “…Introduction to Layers -- Other features on the Layers panel -- Layer opacity -- Merging layers -- Pseudo Layer Masking -- Layer Masking: Adjustment Layers -- Layer Masking: the basics -- Layer Masking: advanced techniques -- Blend Modes -- Tool Blend Modes -- Layers: Smart Objects -- Keyboard shortcuts -- Summary -- Chapter 7: Advanced Techniques: Retouching, Selections, and Text -- Retouching: Spot Healing Brush and Clone Stamp Tools -- Advanced Retouching techniques -- Retouching: the Object Removal tool -- Local Retouching: the Burn, Dodge, and Sponge Tools -- Local Retouching: the Blur, Sharpen, and Smudge brushes -- Simple selections: Subject Selection -- Advanced Selections: Selection features -- Saving selections -- Advanced Selections: Feathering -- Advanced Selections: The Refine Selection Brush tool -- Advanced Selections: The Refine Edge tool -- Advanced selections: the Marquee and Lasso tools -- Advanced selections: the Magic Wand tool -- Simple Selections: The Quick Selection tool -- The Selection Brush tool -- The Auto Selection tool -- Basic Text: Text Styles -- Basic Text: The Type tool -- Basic Text: Styles and effects -- Advanced Text: Custom Text -- Keyboard shortcuts -- Summary -- Chapter 8: Additional Tools and Features -- Image Modes -- Adjust Color Curves -- The Smart Brush -- The Paint Bucket tool -- The Gradient tool -- The Haze Removal tool -- The Content-Aware Move tool -- The Recompose tool -- Extend Background feature -- Move &amp -- Scale Object feature -- Moving Photos feature -- Quote Graphic feature -- Convert to Black and White feature -- Duotone Effect filter -- B&amp -- W Color Pop filter -- Old Fashioned Photo filter -- Perfect Landscape feature -- Perfect Portrait feature -- Perfect Pet feature -- Adjust Facial Features -- Adjust Facial Features - Face Tilt -- Open Closed Eyes feature -- Keyboard shortcuts…”

Tabla de Contenidos: “…Almonacid) -- Evaluación de un proyecto piloto sobre discapacidad visual y danza / Carolina Alejos, Sílvia Elgarrista i Vives, Núria Massó-Ortigosa, Susana Pérez Testor, Ferran Rey Abella -- Rehabilitación motora mediante la danza en la enfermedad de Parkinson. …”
Accés lliure a "Apuntes para reescribir la historia: Marina Lie Goubonina (Noreg). Ballet y franquismo" de Ester Vendrell

Tabla de Contenidos: “…L35, José Galán, Cristian Cirici, Carles Bassó, B/SV, Bernar/Sáenz de Vicuña…”

Tabla de Contenidos: “…-- Part 6 The Part of Tens -- Chapter 17 Ten Appetizing Apps -- Shazam -- Action Movie FX -- Halide Mark II Pro Camera -- Evernote -- Words with Friends 2 -- IMDb -- Libby -- Waze -- BeCasso -- Clubhouse -- Chapter 18 Ten Helpful Hints, Tips, and Shortcuts -- Use QuickPath for Speed and Accuracy -- Autocorrect Is Your Friend -- Assault on Batteries -- Tricks with Links and Phone Numbers -- Share the Love . . . and the Links -- Choose a Home Page for Safari -- Like a Time Machine for iPhone Backups -- Create Ringtones for Free in GarageBand -- Getting Apps Out of the Multitasking Screen…”

Tabla de Contenidos: “…Reazione del disavanzo di bilancio a shocks di prodotto e di tasso di interesse -- ... mette in luce l'importanza della gestione del debito -- Figura 13. …”

Tabla de Contenidos: “…Hiding and Showing Layers -- Restacking Layers -- Duplicating and Deleting Layers -- Copying and Pasting Layers -- Filling a Layer with Color -- Tweaking a Layer's Opacity and Fill -- Resizing and Rotating Layers -- Moving and Aligning Layers -- Managing Layers -- Naming and Color-Coding Layers -- Linking and Locking Layers -- Grouping Layers -- Layer Comps: Capturing Different Document Versions -- Rasterizing Layers -- Merging Layers -- Layer Blending -- Layer Masks: Digital Masking Tape -- Adding Layer Masks -- Using Layer Masks -- Editing a Mask -- Using Smart Objects -- Creating Smart Objects -- Managing Smart Objects -- Layer Styles -- Managing Layer Styles -- The Styles Panel -- Chapter 4: Selections: Choosing What to Edit -- Selection Basics -- Meet the Marching Ants -- Selecting by Shape -- The Rectangular and Elliptical Marquee Tools -- The Single Row and Column Marquee Tools -- The Vector Shape Tools -- Selecting by Color -- The Quick Selection Tool -- The Magic Wand -- The Color Range Command -- The Background and Magic Erasers -- Selecting Irregular Areas -- The Lasso Tools -- Selecting with Focus Area -- Selecting with the Pen Tool -- Creating Selections with Channels -- Using the Selection Tools Together -- Modifying Selections -- Refining Edges -- Fixing Edge Halos -- Creating a Border Selection -- Transforming a Selection -- Using Quick Mask Mode -- Moving Selections -- Saving a Selection -- Filling a Selection with Color -- Stroking (Outlining) a Selection -- Chapter 5: Understanding Channels -- How Color Works -- RGB Mode vs. …”

Tabla de Contenidos: “…Summary -- Chapter 6: Advanced Techniques: Transformations, Layers, Masking, and Blend Modes -- Transformations: Correcting Perspective -- Transformations: Pictures in a Picture -- Transformations: Warping shapes for a 3D Shadow -- Transformations: Warping text -- Introduction to Layers -- Other features on the Layers panel -- Layer opacity -- Merging layers -- Pseudo Layer Masking -- Layer Masking: Adjustment Layers -- Layer Masking: the basics -- Layer Masking: Advanced techniques -- Blend Modes -- Tool Blend Modes -- Layers: Smart Objects -- Keyboard shortcuts -- Summary -- Chapter 7: Advanced Techniques: Retouching, Selections, and Text -- Retouching: Spot Healing Brush and Clone Stamp Tools -- Advanced Retouching Techniques -- Retouching: the Object Removal tool -- Local Retouching: the Burn, Dodge, and Sponge Tools -- Local Retouching: the Blur, Sharpen, and Smudge brushes -- Simple selections: Subject Selection -- Simple Selections: Background Select -- Simple Selections: Background Select #2 -- Simple Selections: Sky Select -- Advanced Selections: Selection features -- Saving Selections -- Advanced Selections: Feathering -- Advanced Selections: The Refine Selection Brush Tool -- Advanced Selections: The Refine Edge Tool -- Advanced selections: the Marquee and Lasso Tools -- Advanced selections: the Magic Wand Tool -- Simple Selections: the Quick Selection Tool -- The Selection Brush Tool -- The Auto Selection Tool -- Basic Text: Text Styles -- Basic Text: The Type tool -- Basic Text: Styles and effects -- Advanced Text: Custom Text -- Keyboard shortcuts -- Summary -- Chapter 8: Additional Tools and Features -- Image Modes -- Adjust Color Curves -- The Smart Brush -- The Paint Bucket Tool -- The Gradient Tool -- The Haze Removal Tool -- The Content-Aware Move Tool -- The Recompose Tool -- Extend Background feature -- Move &amp…”

Tabla de Contenidos: “…-- Ron's words -- Set etiquette -- Being a professional crew member -- Being professional when you're boss -- Location etiquette: getting along with locals -- Some thoughts on equipment -- Last thoughts and parting advice -- Ron Dexter's suggested book and source list -- Finally - your new career -- 2 Essential equipment -- Apple boxes -- Baby plates -- Bar clamp adapter pin -- Basso block -- Bazooka -- Bead board holder -- Big Ben clamp -- Branch holder -- C-clamp branch holder -- Tree branch holder -- Cable crossovers -- C-clamps -- Camera wedge -- Cardellini clamp -- Chain vise grips -- Clipboard -- Condor bracket -- Cribbing -- Crowder hanger/no nail hanger -- Cucoloris -- Cup blocks -- Dots and fingers -- Drop ceiling scissor clamp/cable holder -- Drop-down, 45-degree angle -- Empty frames -- Flag box/scrim box -- Flags and cutters -- Cutters…”

Tabla de Contenidos: “…7 Freehand drawing A quick color primer -- Drawing with the Pencil tool -- Drawing with the Paintbrush tool -- Choosing options for the Pencil and Paintbrush tools -- Drawing with the Blob Brush tool -- Choosing options for the Blob Brush tool -- 8 Select The five selection tools -- Using the Selection tool -- Using the Direct Selection tool -- Selecting objects via a command -- Selecting objects via the Layers panel -- Working with groups -- Isolating individual objects -- Using the Lasso tool -- Using the Magic Wand tool -- Saving selections -- Selecting and deselecting all objects -- 9 Move, Copy &amp -- Align Moving objects -- Aligning objects with the help of Smart Guides -- Duplicating objects -- Aligning and distributing objects via buttons -- Creating ruler guides -- Creating guides from objects -- Locking and unlocking guides -- Clearing guides -- Using the grid -- 10 Fill &amp -- Stroke Using color in Illustrator -- Colors for your output medium -- Using the basic color controls -- Saving colors as swatches -- Choosing colors via the Color panel -- Applying colors from a library -- Changing the tint percentage -- Changing the stroke weight, alignment, caps, and joins -- Creating arrows -- Creating a dashed stroke -- Using the Eyedropper tool -- Using the Swatches panel -- Using the Color Guide panel -- Using the Kuler panel -- Replacing colors in your artwork -- Inverting colors -- Colorizing grayscale images -- Blending fill colors -- Creating and editing fill patterns -- 11 Transform Transforming an object via its bounding box -- Using the Free Transform tool -- Using the Scale, Rotate, Shear, and Reflect tools -- Using the Transform and Control panels -- Using the Transform Each command -- Using the Transform effect -- Repeating a transformation -- 12 Reshape The building blocks of a path -- Moving points and segments -- Reshaping curves…”

Tabla de Contenidos: “…Cover -- Contents -- Introduction -- 1 Getting Started with Flash CS5 -- Preparing to Install Flash -- Installing Flash -- Starting Flash -- Viewing the Flash Window -- Creating a Project Plan -- Building a Flash Project -- Creating a New Document -- Creating a New Document from a Template -- Opening an Existing Document -- Changing Document Properties -- Working with Document Windows -- Saving a Document -- Saving a Document in Different Formats -- Getting Help While You Work -- Getting Online Updates and Support -- Finishing Up -- 2 Working Within the Flash Environment -- Examining the Flash Window -- Using the Timeline -- Working with Layers -- Viewing Layers -- Organizing Layers -- Changing Layer Properties -- Using Guide Layers -- Working with Frames -- Working with Scenes -- Using the Edit Bar -- Using the Main Toolbar -- Resizing Panels -- Using the Tools Panel -- Working with Panels -- Docking and Undocking Panels -- Grouping and Ungrouping Panels -- Creating a Workspace -- Creating Keyboard Shortcuts -- Setting General Preferences -- Setting Text Preferences -- Setting Clipboard Preferences -- Setting Warning Preferences -- Working with Page Setup in Macintosh -- Working with Page Setup in Windows -- Printing a Document in Macintosh -- Printing a Document in Windows -- 3 Creating Graphics -- Working with Object Drawing -- Drawing with the Line Tool -- Drawing with the Pencil Tool -- Drawing Shapes with the Rectangle and Oval Tools -- Using the Polystar Tool -- Understanding Selections -- Selecting Strokes with the Selection Tool -- Selecting Strokes and Fills with the Selection Tool -- Making Selections with the Lasso Tool -- Zooming In and Out with the Magnifying Glass -- Moving Around with the Hand Tool -- Displaying Rulers -- Using Grids and Guides -- Modifying Grid and Guide Settings -- Using Snap Align…”

“…Se analizan aquí tres grandes ámbitos, que se corresponden con tres ejes nucleares de preocupación intelectual de Emérit Bono: la política económica como disciplina y empeño teórico, tratada en diferentes niveles de concreción; el desarrollo humano sostenible, que incorpora variables sociales y ecológicas a los enfoques convencionales; el País Valenciano como realidad económica y social, sus condicionamientos estructurales y sus retos de futuro.@Recopilació d'assajos que reflexionen sobre els temps actuals de crisis i transformació econòmica. …”
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“…Redes de Computadores é seu parceiro na sua jornada passo a passo de administrador de rede junior até guru, não apenas com respostas, mas também com as explicações para suportá-las…”

“…Great account of information on studies that have taken place around the world to say uranium is not good.” – Esther Yazzie, Navajo Interpreter and knowledge holder on Navajo issues. …”

Tabla de Contenidos: “…9.1 Euler Characteristic for Standard Laplacians -- 9.2 Euler Characteristic for Graphs with Dirichlet Vertices -- 9.3 Spectral Asymptotics and Schrödinger Operators -- 9.3.1 Euler Characteristic and Spectral Asymptotics -- 9.3.2 Schrödinger Operators and Euler Characteristic of Graphs -- 9.3.3 General Vertex Conditions: A Counterexample -- 9.4 Reconstruction of Graphs with RationallyIndependent Lengths -- 10 Arithmetic Structure of the Spectrumand Crystalline Measures -- 10.1 Arithmetic Structure of the Spectrum -- 10.2 Crystalline Measures -- 10.3 The Lasso Graph and Crystalline Measures -- 10.4 Graph's Spectrum as a Delone Set -- 11 Quadratic Forms and Spectral Estimates -- 11.1 Quadratic Forms (Integrable Potentials) -- 11.1.1 Explicit Expression -- 11.1.2 An Elementary Sobolev Estimate -- 11.1.3 The Perturbation Term Is Form-Bounded -- 11.1.4 The Reference Laplacian -- 11.1.5 Closure of the Perturbed Quadratic Form -- 11.2 Spectral Estimates (Standard Vertex Conditions) -- 11.3 Spectral Estimates for General Vertex Conditions -- 12 Spectral Gap and Dirichlet Ground State -- 12.1 Fundamental Estimates -- 12.1.1 Eulerian Path Technique -- 12.1.2 Symmetrisation Technique -- 12.2 Balanced and Doubly Connected Graphs -- 12.3 Graphs with Dirichlet Vertices -- 12.4 Cheeger's Approach -- 12.5 Topological Perturbations in the Case of Standard Conditions -- 12.5.1 Gluing Vertices Together -- 12.5.2 Adding an Edge -- 12.6 Bonus Section: Further Topological Perturbations -- 12.6.1 Cutting Edges -- 12.6.2 Deleting Edges -- 13 Higher Eigenvalues and Topological Perturbations -- 13.1 Fundamental Estimates for Higher Eigenvalues -- 13.1.1 Lower Estimates -- 13.1.2 Upper Bounds -- 13.1.3 Graphs Realising Extremal Eigenvalues -- 13.2 Gluing and Cutting Vertices with Standard Conditions -- 13.3 Gluing Vertices with Scaling-Invariant Conditions…”

Tabla de Contenidos: “…6.9 An Example of Bayes Factor Computation: Diagonal MNP models -- 6.10 Marketing Decisions and Bayesian Decision Theory -- 6.10.1 Plug‐In vs Full Bayes Approaches -- 6.10.2 Use of Alternative Information Sets -- 6.10.3 Valuation of Disaggregate Information -- 6.11 An Example of Bayesian Decision Theory: Valuing Household Purchase Information -- Chapter 7 Simultaneity -- 7.1 A Bayesian Approach to Instrumental Variables -- 7.2 Structural Models and Endogeneity/Simultaneity -- 7.2.1 Demand Model -- 7.2.2 Supply Model - Profit Maximizing Prices -- 7.2.3 Bayesian Estimation -- 7.3 Non‐Random Marketing Mix Variables -- 7.3.1 A General Framework -- 7.3.2 An Application to Detailing Allocation -- 7.3.3 Conditional Modeling Approach -- 7.3.4 Beyond the Conditional Model -- Chapter 8 A Bayesian Perspective on Machine Learning -- 8.1 Introduction -- 8.2 Regularization -- 8.2.1 The LASSO and Bayes -- 8.2.2 Discussion: Informative Regularizers -- 8.2.3 Bayesian Inference -- 8.3 Bagging -- 8.3.1 Bagging for Regression -- 8.3.2 Bagging, Bayesian Model Averaging and Ensembles -- 8.4 Boosting -- 8.4.1 Boosting as Bayes -- 8.5 Deep Learning -- 8.5.1 A Primer on Deep Learning -- 8.5.2 Bayes and Deep Learning -- 8.6 Applications -- 8.6.1 Bayes/ML for Flexible Heterogeneity -- 8.6.2 The Need for ML -- 8.6.3 Discussion -- Chapter 9 Bayesian Analysis for Text Data -- 9.1 Introduction -- 9.2 Consumer Demand -- 9.2.1 The Latent Dirichlet Allocation (LDA) Model -- 9.2.2 Full Gibbs Sampler -- 9.2.3 Processing Text Data for Analysis -- 9.2.4 Collapsed Gibbs Sampler -- 9.2.5 The Sentence Constrained LDA Model -- 9.2.6 Conjunctions and Punctuation -- 9.3 Integrated Models -- 9.3.1 Text and Conjoint Data -- 9.3.2 R Code for Text and Conjoint Data -- 9.3.3 Text and Product Ratings -- 9.3.4 Text and Scaled Response Data -- 9.4 Discussion…”

“…El present volum recull una sèrie d'assajos que analitzen críticament la perspectiva que sobre aquesta candent qüestió han tingut alguns dels pensadors més destacats dels segles XVII, XVIII, XIX i XX. …”
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“…@Aquest llibre reuneix una sèrie d'assajos sobre la tradició literària i política a Anglaterra i els Estats Units, de Shakespeare a George Santayana. …”
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“…Ridge regression and LASSO are at the center of all penalty estimators in a range of standard models that are used in many applied statistical analyses. …”