Tabla de Contenidos: “…Chapter 1 Review of algebraic techniques -- Chapter 2 Engineering functions -- Chapter 3 The trigonometric functions -- Chapter 4 Coordinate systems -- Chapter 5 Discrete mathematics -- Chapter 6 Sequences and series -- Chapter 7 Vectors -- Chapter 8 Matrix algebra -- Chapter 9 Complex numbers -- Chapter 10 Differentiation -- Chapter 11 Techniques of differentiation -- Chapter 12 Applications of differentiation -- Chapter 13 Integration -- Chapter 14 Techniques of integration -- Chapter 15 Applications of integration -- Chapter 16 Further topics in integration -- Chapter 17 Numerical integration -- Chapter 18 Taylor polynomials, Taylor series and Maclaurin series -- Chapter 19 Ordinary differential equations I -- Chapter 20 Ordinary differential equations II -- Chapter 21 The Laplace transform -- Chapter 22 Difference equations and the z transform -- Chapter 23 Fourier series -- Chapter 24 The Fourier transform -- Chapter 25 Functions of several variables -- Chapter 26 Vector calculus -- Chapter 27 Line integrals and multiple integrals -- Chapter 28 Probability -- Chapter 29 Statistics and probability distributions -- Appendix I Representing a continuous function and a sequence as a sum of weighted impulses -- Appendix II The Greek alphabet -- Appendix III SI units and prefixes -- Appendix IV The binomial expansion of (n−N)/nn -- Index…”

“…La primera parte trata del álgebra lineal e introduce los conceptos de valores y vectores propios. …”
Accés restringit als usuaris de la UPC, UB, UAB, UPF, UdG, UdL, URV, UOC, BC, UVic-UCC, URL i UIC

Tabla de Contenidos: “…Conté: 1. Complementos de álgebra : las derivadas y sus apliaciones. 2. Desarrollos en serie, cálculos de complejos, cálculo diferencial y aplicaciones. 3. …”

Tabla de Contenidos: “…Plotting Financial Data -- 7. Linear Algebra -- 8. Interpolation -- 9. Calculating Roots of Equations -- 10. …”

Tabla de Contenidos: “…Cover; About the Book; Book Contents; Chapter 1: Analytical Geometry; Chapter 2: Linear Algebra?; Chapter 3: Least-Squares Solutions; Chapter 4: PCA and SVD; Chapter 5: Spectral Transform; Chapter 6: Solution of Linear Systems; Chapter 7: Laplace and Poisson; Chapter 8: Curvatures: A Differential Geometry Tool; Chapter 9: Dimensionality Reduction; Chapter 10: Scattered-Data Interpolation; Chapter 11: Topology: How Are Objects Connected?…”

Tabla de Contenidos: “…Front Cover; Contents; Preface; Acknowledgments; Chapter 1: Introduction; Chapter 2: Model Selection; Chapter 3: Aggregation of Estimators; Chapter 4: Convex Criteria; Chapter 5: Estimator Selection; Chapter 6: Multivariate Regression; Chapter 7: Graphical Models; Chapter 8: Multiple Testing; Chapter 9: Supervised Classification; Appendix A: Gaussian Distribution; Appendix B: Probabilistic Inequalities; Appendix C: Linear Algebra; Appendix D: Subdifferentials of Convex Functions; Appendix E: Reproducing Kernel Hilbert Spaces; Notations; Bibliography; Back Cover…”

Tabla de Contenidos: “…An overview of machine learning and deep learning -- Vectors, matrices, and tensors in machine learning -- Classifiers and vector calculus -- Linear algebraic tools in machine learning -- Probability distributions in machine learning -- Bayesian tools for machine learning -- Function approximation : how neural networks model the world -- Training neural networks : forward propagation and backpropagation -- Loss, optimization, and regularization -- Convolutions in neural networks -- Neural networks for image classification and object detection -- Manifolds, homeomorphism, and neural networks -- Fully Bayes model parameter estimation -- Latent space and generative modeling, autoencoders, and variational autoencoders…”

Tabla de Contenidos: “…Front Cover; Contents; Preface; List of Figures; List of Tables; Glossary of notation; Introduction; Chapter 1 - Mixture and classification models and their likelihood estimators; Chapter 2 - Robustification by trimming; Chapter 3 - Algorithms; Chapter 4 - Favorite solutions and cluster validation; Chapter 5 - Variable selection in clustering; Chapter 6 - Applications; Appendix A - Geometry and linear algebra; Appendix B - Topology; Appendix C - Analysis; Appendix D - Measures and probabilities; Appendix E - Probability; Appendix F - Statistics; Appendix G - Optimization; References…”

Tabla de Contenidos: “…Asymptotics Under Drifting Parameter Sequences; IV: Appendix; A. Results from Linear Algebra, Probability Theory and Statistics…”

Tabla de Contenidos: “…The Wess-Zumino model; 4. The supersymmetry algebra; 5. Superfield formalism; 6. Supersymmetric gauge theories; 7. …”

Tabla de Contenidos: “…The Wess-Zumino model; -- 4. The supersymmetry algebra; -- 5. Superfield formalism; -- 6. Supersymmetric gauge theories; -- 7. …”

Tabla de Contenidos: “…On Existential Graphs, Euler’s Diagrams, and Logical Algebra -- 31 On Logical Graphs [Euler Diagrams] -- Bibliography of Peirce’s References -- Catalogue of Peirce’s Writings -- Name Index -- Keyword Index…”

“…A journal on linear algebra with emphasis on applications and numerical procedures…”

“…An understanding of basic algebra is required and some knowledge of linear algebra will be helpful. …”

Tabla de Contenidos: “…REFERENCIAS -- ANEXO A. ÁLGEBRA MATRICIAL -- ANEXO B. CATÁLOGO DE ELEMENTOS -- ANEXO C. …”

Tabla de Contenidos: “…Table of Contents Benchmarking and Profiling Pure Python Optimizations Fast Array Operations with NumPy and Pandas C Performance with Cython Exploring Compilers Automatic Differentiation and Accelerated Linear Algebra for Machine Learning Implementing Concurrency Parallel Processing Concurrent Web Requests Concurrent Image Processing Building Communication Channels with asyncio Deadlocks Starvation Race Conditions The Global Interpreter Lock The Factory Pattern The Builder Pattern Other Creational Patterns The Adapter Pattern The Decorator Pattern The Bridge Pattern The Façade Pattern Other Structural Patterns The Chain of Responsibility Pattern The Command Pattern The Observer Pattern…”

Tabla de Contenidos: “…Creating classes and methods in R; 7. Numerical linear algebra; 8. Numerical optimization; 9. Abstract data structures; 10. …”

Tabla de Contenidos: “…Front Cover; Dedication; Contents; Preface; About the Editors; Contributors; Chapter 1 - Introduction to Graphs; Chapter 2 - Graph Representation; Chapter 3 - Directed Graphs; Chapter 4 - Connectivity and Traversability; Chapter 5 - Colorings and Related Topics; Chapter 6 - Algebraic Graph Theory; Chapter 7 - Topological Graph Theory; Chapter 8 - Analytic Graph Theory; Chapter 9 - Graphical Measurement; Chapter 10 - Graphs in Computer Science; Chapter 11 - Networks and Flows; Chapter 12 - Communication Networks; Chapter 13 - Natural Science & Processes; Back Cover…”

Tabla de Contenidos: “…Franklin's algebra -- Inside government -- Human consequences, or the real world of cost-benefit analysis -- Dignity, financial meltdown, and other nonquantifiable things -- Valuing life, 1: problems -- Valuing life, 2: solutions -- The morality of risk -- What scares us -- Epilogue: four ways to humanize the regulatory state -- Appendix A: Executive Order 13563 of January 18, 2011 -- Appendix B: the social cost of carbon -- Appendix C: estimates of benefits and costs of selected federal regulations -- Appendix D: selected examples of breakeven analysis -- Appendix E: values for mortality and morbidity…”