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: “…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:

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

Tabla de Contenidos: “…Sumari: "Applied math and machine learning basics -- Linear algebra -- Probability and information theory -- Numerical computation -- Machine learning basics -- Deep networks: modern practices. …”

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…”

“…This introductory, algebra-based, two-semester college physics book is grounded with real-world examples, illustrations, and explanations to help students grasp key, fundamental physics concepts. ... …”

Tabla de Contenidos: “…Cuestiones teóricas y ejercicios prácticos de electrónica analógica y digital -- Página Legal -- Índice general -- Prólogo -- Prefacio -- 1 Cuestiones -- 1.1 Física de semiconductores -- 1.2 El diodo de unión -- 1.3 Circuitos con diodos -- 1.4 El transistor bipolar de unión -- 1.5 Transistores de efecto de campo -- 1.6 Amplificación -- 1.7 Álgebra de Boole -- 1.8 Circuitos combinacionales -- 1.9 Memorias -- 2 Ejercicios -- 2.1 Electrónica analógica -- 2.2 Electrónica digital…”
Acceso restringido con credenciales UPSA

Tabla de Contenidos: “…-logic Primer -- Upper Semi-lattice Algebras and Combinatorics -- Small Definably-large Cardinals -- Real-valued Measurable Cardinals and Well-orderings of the Reals -- Complexity of Sets and Binary Relations in Continuum Theory: A Survey -- Weak Systems of Gandy, Jensen and Devlin -- Some New Directions in Infinite-combinatorial Topology -- Research Papers -- The Number of Near-Coherence Classes of Ultrafilters is Either Finite or -- Stable Axioms of Set Theory -- Forcing with Finite Conditions -- Subgroups of Abelian Polish Groups -- On the Strength of Mutual Stationarity -- Part(?…”

Tabla de Contenidos: “…Chapter 1: Options Concepts -- Chapter 2: Financial Derivatives -- Chapter 3: Basic Algorithms -- Chapter 4: Object-Oriented Techniques -- Chapter 5: Design Patterns for Options Processing -- Chapter 6: Template-Based Techniques -- Chapter 7: STL for Derivatives Programming -- Chapter 8: Functional Programming Techniques -- Chapter 9: Linear Algebra Algorithms -- Chapter 10: Algorithms for Numerical Analysis -- Chapter 11: Models Based on Differential Equations -- Chapter 12: Basic Models for Option Pricing -- Chapter 13: Monte-Carlo Methods -- Chapter 14: Using C++ Libraries for Finance.…”

“…En él, se recogen cuestiones sobre álgebra lineal (matrices y determinantes, sistemas de ecuaciones lineales, espacios vectoriales, diagonalización de matrices) y sobre análisis de una y varias variables (sucesiones, series numéricas, continuidad y derivabilidad, integración, funciones homogéneas, derivadas parciales y direccionales y optimización)…”
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