Tabla de Contenidos: “…Exploring sensitivity analysis concepts -- Local and global approaches -- Sensitivity analysis methods -- Sensitivity analysis in action -- Explaining the cross-entropy method -- Introducing cross-entropy -- Cross-entropy in Python -- Binary cross-entropy as a loss function -- Summary -- Chapter 5: Simulation-Based Markov Decision Processes -- Technical requirements -- Introducing agent-based models -- Overview of Markov processes -- The agent-environment interface -- Exploring MDPs -- Understanding the discounted cumulative reward -- Comparing exploration and exploitation concepts -- Introducing Markov chains -- Transition matrix -- Transition diagram -- Markov chain applications -- Introducing random walks -- One-dimensional random walk -- Simulating a 1D random walk -- Simulating a weather forecast -- Bellman equation explained -- Dynamic programming concepts -- Principle of optimality -- Bellman equation -- Multi-agent simulation -- Schelling's model of segregation -- Python Schelling model -- Summary -- Chapter 6: Resampling Methods -- Technical requirements -- Introducing resampling methods -- Sampling concepts overview -- Reasoning about sampling -- Pros and cons of sampling -- Probability sampling -- How sampling works -- Exploring the Jackknife technique -- Defining the Jackknife method -- Estimating the coefficient of variation -- Applying Jackknife resampling using Python -- Demystifying bootstrapping -- Introducing bootstrapping -- Bootstrap definition problem -- Bootstrap resampling using Python -- Comparing Jackknife and bootstrap -- Applying bootstrapping regression -- Explaining permutation tests -- Performing a permutation test -- Approaching cross-validation techniques -- Validation set approach -- Leave-one-out cross-validation -- k-fold cross-validation -- Cross-validation using Python -- Summary…”

“…Els estàndars actuals de comunicacions HF defineixen bit rates entre 75 i 12.800 bps, depenent de les condicions del canal, usant un ample de banda de 3 kHz. …”
Accés lliure

Tabla de Contenidos: “…-- 4 Simulation Results - Impact of the MGU-K on Transient Behaviour Of The Engine And Turbocharger -- 5 Discussion -- 6 Conclusions -- Nomenclature -- References -- Benefits of a driven-turbo for hydrogen internal combustion engines -- 1 Introduction -- 2 Background -- 2.1 Engine and model -- 2.2 SuperTurbo -- 3 WHTC Simulation Results -- 4 Transient Simulation Analysis -- 5 Steady State Analysis -- 6 Boosting System Comparisons -- 7 Summary -- References -- Secondary air injection with E-Boosting devices -- 1 Introduction -- 2 Challenges &amp -- x00026 -- Requirements Of New Emission Regulations -- 3 Secondary Air Injection With E-Compressor -- 3.1 SAI layouts with E-Compressor -- 4 Secondary Air Injection With E-Turbo -- 4.1 SAI layout with E-Turbo -- 4.2 SAI Operation with E-Turbo -- 5 Sai Operation - E-Compressor vs. …”

Tabla de Contenidos: “…Althing, vieja piedra del -- Alvarado, Pedro de -- Álvarez, José Sixto (Fray Mocho) -- Alvear, Carlos María de -- Alvear Cambaceres, Elvira de -- Amaro, Juan Francisco, doctor -- Amazonas -- Ambrosio -- Amiano -- Amorim, Enrique -- Amritsar -- Anales de Buenos Aires, Los -- Anales de la Biblioteca -- Anaxágoras -- Anchorena, calle -- Andalucía -- Anderson, Sherwood -- Andrade, Olegario Víctor -- Andreä, Johannes Valentinus -- Andrómaca -- Ángeles de Mons -- Angélica y Medoro -- Angoulême, Marguerite d' -- Aníbal -- Anónimo florentino -- Anschluss -- Anselmo -- Antología de la literatura fantástica -- apócrifo -- Apollinaire, Guillaume -- Apolonio de Rodas -- Apuleyo, Lucio -- Aqueronte -- "A quien leyere" -- Aquiles -- araucano o pampa -- Arcipreste de Hita -- Arequipa -- Argentina -- Argos -- argot -- Ariosto, Ludovico Giovanni -- Aristóteles -- Arlt, Roberto -- Arminio -- Arnold, Matthew -- Aron, Robert -- Arquitas -- arrabal -- Arredondo, Avelino -- Arroyo del Medio -- Artajerjes el Falso -- Artemidoro, tratado de -- Artigas, José Gervasio -- Artsibáshev, Mijaíl Petrovich -- Asamblea de los pájaros o Coloquio de los pájaros -- Asbury, Herbert -- Ascasubi, Hilario -- asesino Karamasoff, El (filme) [Der Mörder Dimitri Karamasoff] -- Ashe, Herbert -- Asín Palacios, Miguel -- askenazí (o ashkenazi) -- Asterión -- Astíoque -- astrología judiciaria -- Asurbanipal, biblioteca de -- Atahualpa -- Atanasio (Satanasio) -- Atis -- Attar, Farid al-Din abu Talib Muhammad ben Ibrahim -- Auden, W. …”

“…Alberta's Lower Athabasca Basin tells a fascinating story of how a catastrophic ice age flood left behind a unique landscape in the Lower Athabasca Basin, one that made deposits of bitumen available for surface mining. …”

Tabla de Contenidos: “…Bar Bouni (Pilos, Costa Navarino, Greece) / K-Studio. SAP House in the Park (St. Ingbert, Germany) / Wolfgang Kergassner. …”

“…Certifications: CompTIA A+, Network+, Linux+, CySA+, and PenTest+; CEH; MCSA; CFR; eJPT…”

“…You'll tackle dozens of coding challenges, ranging from simple tasks like binary search algorithms to clustering data using k-means. You'll especially enjoy the feeling of satisfaction as you crack problems that connect computer science to the real-world concerns of apps, data, performance, and even nailing your next job interview! …”

“…Implement decision trees, kNN, & gradient descent algorithms. Who this book is for This course is designed for technical professionals, data analysts, and aspiring data scientists who are keen to deepen their understanding of the mathematical and statistical principles behind machine learning. …”

“…Certifications: CompTIA A+, Network+, Linux+, CySA+, and PenTest+; CEH; MCSA; CFR; eJPT…”