Tabla de Contenidos: “…The inverse transform sampling method -- The acceptance-rejection method -- Random number generation using Python -- Introducing the random module -- Generating real-value distributions -- Randomness requirements for security -- Password-based authentication systems -- Random password generator -- Cryptographic random number generator -- Introducing cryptography -- Randomness and cryptography -- Encrypted/decrypted message generator -- Summary -- Chapter 3: Probability and Data Generation Processes -- Technical requirements -- Explaining probability concepts -- Types of events -- Calculating probability -- Probability definition with an example -- Understanding Bayes' theorem -- Compound probability -- Bayes' theorem -- Exploring probability distributions -- The probability density function -- Mean and variance -- Uniform distribution -- Binomial distribution -- Normal distribution -- Generating synthetic data -- Real data versus artificial data -- Synthetic data generation methods -- Data generation with Keras -- Data augmentation -- Simulation of power analysis -- The power of a statistical test -- Power analysis -- Summary -- Part 2: Simulation Modeling Algorithms and Techniques -- Chapter 4: Exploring Monte Carlo Simulations -- Technical requirements -- Introducing the Monte Carlo simulation -- Monte Carlo components -- First Monte Carlo application -- Monte Carlo applications -- Applying the Monte Carlo method for Pi estimation -- Understanding the central limit theorem -- Law of large numbers -- The central limit theorem -- Applying the Monte Carlo simulation -- Generating probability distributions -- Numerical optimization -- Project management -- Performing numerical integration using Monte Carlo -- Defining the problem -- Numerical solution -- Min-max detection -- The Monte Carlo method -- Visual representation…”

Tabla de Contenidos: “…Article: La aspiración del anonimato / Carlos Martí Arís…”

Tabla de Contenidos: “…Conté: El nacimiento del arte / por Carlos Cid. Los contenidos oníricos y su relación con la psicología de C.G. …”

Tabla de Contenidos: “…Chapter 1: Bayesian Optimization Overview -- Chapter 2: Gaussian Process -- Chapter 3: Bayesian Decision Theory and Expected Improvement -- Chapter 4 : Gaussian Process Regression with GPyTorch -- Chapter 5: Monte Carlo Acquisition Function with Sobol Sequences and Random Restart -- Chapter 6 : Knowledge Gradient: Nested Optimization versus One-shot Learning -- Chapter 7 : Case Study: Tuning CNN Learning Rate with BoTorch…”

Tabla de Contenidos: “…Introduction: educated subjects: literary production, colonial expansion, and the pedagogical public sphere -- The alchemy of English: colonial state-building and the imperial origins of American literary study -- Empire's proxy: literary study as benevolent discipline -- Agents of assimilation: female authority, male domesticity, and the familial dramas of colonial tutelage -- The performance of patriotism: ironic affiliations and literary disruptions in Carlos Bulosan's America -- Conclusion: "An empire of letters": literary tradition, national sovereignty, and neocolonialism…”

Tabla de Contenidos: “…Fortuny y el coleccionismo de antigüedades / Carlos G. Navarro -- Catálogo [2], Coleccionismo de antigüedades -- Cronología biográfica / Santiago Alcolea…”