“…Foreword xix Preface xxi Acknowledgments xxv About the Author xxvii P ARTI B ACKGROUND 1 Chapter 1 Vulnerability Discovery Methodologies 3 Chapter 2 What Is Fuzzing? …”

“…Kirkpatrick’s exclusive stock-picking technique has outperformed the S&P 500’s performance by a whopping 7.7 times. That’s right: If you’d invested $10,000 in the S&P 500, you’d have $130,000 now...but if you’d followed Kirkpatrick’s published picks, you’d have $1,000,000! …”

“…., M.S.N., F.N.C., and F.P.N.P. degrees. Her experience includes staff nurse in surgery, labor and delivery; public-health nurse; and family-planning nurse practitioner. …”

“…He sat for portraits to a dozen painters, among them Henry P. Gray, Daniel Huntington, Asher Durand, Charles L. …”

“…Nor were they - or are they still in p ~ at present - much better for their descendants the lower-class Creoles…”

“…Liker and Ross stated, "the Toyota Way training was designed to teach principles rather than specific methodology" (p.32). Similarly, this book focuses on the fundamental principles of quality planning, and extrapolates on their applications in various industries throughout each chapter. …”

“…This study includes: the determination, at least daily, of the algal biomass; the measure of the pH (at the beginning and at the end); microscopic observation. …”

“…Contributors: Sandeep Agrawal, Rachelle Alterman, Sasha Best, Alexandra Flynn, Eran S. Kaplinsky, Ola P. Malik, Jennifer A. Orange, Michelle L. Oren, Renée Vaugeois. …”

“…Gleeson, Andrea Mehrländer, Joseph P. Reidy, Robert N. Rosen, and Susannah J. Ural…”

“…As a dossier of actors, alignments and agendas, the book contributes to an alternative historiography of post-war urbanism and to recent reflections on the impact of transnational practice."--P. [4] of cover…”

Tabla de Contenidos: “…8.8 Summary -- Chapter 9: Overfitting -- 9.1 Model Capacity -- 9.2 Overfitting and Underfitting -- 9.2.1 Underfitting -- 9.2.2 Overfitting -- 9.3 Dataset Division -- 9.3.1 Validation Set and Hyperparameters -- 9.3.2 Early Stopping -- 9.4 Model Design -- 9.5 Regularization -- 9.5.1 L0 Regularization -- 9.5.2 L1 Regularization -- 9.5.3 L2 Regularization -- 9.5.4 Regularization Effect -- 9.6 Dropout -- 9.7 Data Augmentation -- 9.7.1 Rotation -- 9.7.2 Flip -- 9.7.3 Cropping -- 9.7.4 Generate Data -- 9.7.5 Other Methods -- 9.8 Hands-On Overfitting -- 9.8.1 Build the Dataset -- 9.8.2 Influence of the Number of Network Layers -- 9.8.3 Impact of Dropout -- 9.8.4 Impact of Regularization -- 9.9 References -- Chapter 10: Convolutional Neural Networks -- 10.1 Problems with Fully Connected N -- 10.1.1 Local Correlation -- 10.1.2 Weight Sharing -- 10.1.3 Convolution Operation -- 10.2 Convolutional Neural Network -- 10.2.1 Single-Channel Input and Single Convolution Kernel -- 10.2.2 Multi-channel Input and Single Convolution Kernel -- 10.2.3 Multi-channel Input and Multi-convolution Kernel -- 10.2.4 Stride Size -- 10.2.5 Padding -- 10.3 Convolutional Layer Implementation -- 10.3.1 Custom Weights -- 10.3.2 Convolutional Layer Classes -- 10.4 Hands-On LeNet-5 -- 10.5 Representation Learning -- 10.6 Gradient Propagation -- 10.7 Pooling Layer -- 10.8 BatchNorm Layer -- 10.8.1 Forward Propagation -- 10.8.2 Backward Propagation -- 10.8.3 Implementation of BatchNormalization layer -- 10.9 Classical Convolutional Network -- 10.9.1 AlexNet -- 10.9.2 VGG Series -- 10.9.3 GoogLeNet -- 10.10 Hands-On CIFAR10 and VGG13 -- 10.11 Convolutional Layer Variants -- 10.11.1 Dilated/Atrous Convolution -- 10.11.2 Transposed Convolution -- o + 2p − k = n * s -- o + 2p − k ≠n * s -- Matrix Transposition -- Transposed Convolution Implementation -- 10.11.3 Separate Convolution…”

Tabla de Contenidos: “…Summary -- Chapter 6: Managing People, Product, and Process (P3) implementation -- 6.1. P3 Management Strategy -- 6.1.1. …”

Tabla de Contenidos: “…Proyecto de inversión con solo P y F -- Figura 19. Diagrama de flujo de fondos para la empresa La Inversoray Ltda. -- Figura 20. …”