Tabla de Contenidos: “…Thomas Ewing and David Hicks -- Regional variations in union activism of American public schoolteachers / John F. …”

Materias: “…Eyck, Hubert van, 1366-1426…”

Materias:

“…Evangelis sinòptics. Alemany. Weizsäcker-Huck. 1908.…”

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Accés restringit als usuaris d'ESADE

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- About Packt -- Contributors -- Table of Contents -- Preface -- Chapter 1: Quantifying Learning Algorithms -- Statistical models -- Learning curve -- Machine learning -- Wright's model -- Curve fitting -- Residual -- Statistical modeling - the two cultures of Leo Breiman -- Training data development data - test data -- Size of the training, development, and test set -- Bias-variance trade off -- Regularization -- Ridge regression (L2) -- Least absolute shrinkage and selection operator -- Cross-validation and model selection -- K-fold cross-validation -- Model selection using cross-validation -- 0.632 rule in bootstrapping -- Model evaluation -- Confusion matrix -- Receiver operating characteristic curve -- Area under ROC -- H-measure -- Dimensionality reduction -- Summary -- Chapter 2: Evaluating Kernel Learning -- Introduction to vectors -- Magnitude of the vector -- Dot product -- Linear separability -- Hyperplanes -- SVM -- Support vector -- Kernel trick -- Kernel -- Back to Kernel trick -- Kernel types -- Linear kernel -- Polynomial kernel -- Gaussian kernel -- SVM example and parameter optimization through grid search -- Summary -- Chapter 3: Performance in Ensemble Learning -- What is ensemble learning? …”

Tabla de Contenidos: “…Contents; Acknowledgments; Preface; Introduction: How to Cook Up a New Invention; The Edible Inventions Pantry; Chapter 1: Crazy KitchenGadgets and Useful Utensils; Chapter 2: Create Chemical Cuisine; Chapter 3: Hack Itfrom Scratch; Chapter 4: Grow Your Own Ingredients; Chapter 5: Cook off the Grid; Index…”

“…Then he talks about how various attacks are performed using the very tools that penetration testers would use to hack into an application. He shows developers how to prevent these attacks. …”