Tabla de Contenidos: “…. -- Building the dataset with the Edge Impulse data forwarder tool -- Getting ready -- How to do it... -- Designing and training the ML model -- Getting ready -- How to do it... -- Live classifications with the Edge Impulse data forwarder tool -- Getting ready -- How to do it... -- Gesture recognition on Raspberry Pi Pico with Arm Mbed OS -- Getting ready -- How to do it... -- Building a gesture-based interface with PyAutoGUI -- Getting ready -- How to do it... -- Chapter 7: Running a Tiny CIFAR-10 Model on a Virtual Platform with the Zephyr OS -- Technical requirements -- Getting started with the Zephyr OS -- Getting ready -- How to do it... -- Designing and training a tiny CIFAR-10 model -- Getting ready -- How to do it... -- Evaluating the accuracy of the TFLite model -- Getting ready -- How to do it... -- Converting a NumPy image to a C-byte array -- Getting ready -- How to do it... -- Preparing the skeleton of the TFLu project -- Getting ready -- How to do it... -- Building and running the TFLu application on QEMU -- Getting ready -- How to do it... -- Chapter 8: Toward the Next TinyML Generation with microNPU -- Technical requirements -- Setting up Arm Corstone-300 FVP -- Getting ready -- How to do it... -- Installing TVM with Arm Ethos-U support -- Getting ready -- How to do it... -- Installing the Arm toolchain and Ethos-U driver stack -- Getting ready -- How to do it...…”

Tabla de Contenidos: “…Machine generated contents note: Preface Acknowledgments Chapter 1: Discount Rates and Returns Estimating Returns Geometric and Arithmetic Averages Caveats to Return Extrapolation Discounting Present Values of Cash Flow Streams Internal Rate of Return and Yield to Maturity Real and Nominal Returns Summary Chapter 2: Fixed Income Securities Coupon Bearing Bonds Infinite Cash Flow Streams (Perpetuities) General Pricing Formulas for Finite Cash Flow Streams Interest Rate Risk Analysis of Duration Interest Rate Risk Dynamics Immunization and Duration Applications - Liability Discounting and Cash Matching Pension Logic Risky Coupons Inflation Risk and TIPS A Bond Portfolio Strategy (Optional) Summary Appendix 2.1: Solving Infinite and Finite Power Series References Chapter 3: Term Structure Discounting Using Spot Rates Forward Rates NPV revisited Short Rates The Bootstrap Method Duration Redux Summary Chapter 4: Equity The Determination of Stock Prices Discount Rates Redux Price and Dividend Multiples Extrapolating Multiples to Forecast Returns Pitfalls of Trend Analysis The Gordon Growth Model Sources of Return Summary References Chapter 5: Portfolio Construction Stochastic Returns and Risk Diversification The Efficient Frontier Markowitz Portfolio Selection Criteria Capital Market Line and the CAPM Performance Evaluation Summary Appendix 5.1: Statistical Review Appendix 5.2: Risk Adjusted Performance References Chapter 6: Optimal Portfolios Portfolio 1: Minimum Variance Portfolio (Fully Invested) Portfolio 2: Minimum Variance Portfolios with Targeted Return Portfolio 3: Minimum Variance Portfolios with No Short Sales Portfolio 4: Minimum Variance Portfolios with Capped Allocations Portfolio 5: Maximum Risk-Adjusted Return Performance Attribution The Efficient Frontier (Again) Summary Appendix 6.1: Matrix Operations Chapter 7: Data and Applications Analyzing Returns on a Ten Asset Portfolio Performance Attribution Changing the Investment Horizon Benchmarking to the Market Portfolio The Cost of Constraints A Bond Strategy Summary Chapter 8: Anomalies Deviations from the CAPM Behavioral Finance Summary References Chapter 9: Factor Models Arbitrage Pricing Theory (APT) Factor Selection Model Estimation Principal Components Applications and Examples Summary References Chapter 10: Active Portfolio Management Active Portfolio Construction and Attribution Analysis Performance Attribution Summary Appendix 10.1: Active Space Chapter 11: Risk The Failure of VaR Taxonomy of Risk Visualizing Risk Estimating Volatilities Maximum Likelihood Estimation (Optional) Credit Risk Adjusting for Leverage Adjusting for Illiquidity Other Risks Summary References Chapter 12: Monte Carlo Methods Example 1: Generating Random Numbers - Estimating pi Example 2: Confirming the Central Limit Theorem Example 3: Credit Default Risk Non-Normal Distributions The Gaussian Copula Summary References Chapter 13: Systemic Risk Extreme Value Theory Estimating the Hazards of Downside Risks A Systemic Risk Indicator Summary References Chapter 14: Incorporating Subjective Views Methodological Concepts An Example using Black-Litterman Active Space Risk Attribution Summary References Chapter 15: Futures, Forwards, and Swaps Institutional Detail and Futures Mechanics The Relationship between Spot Prices and Forward (Futures) Prices Hedging Basis Risk Hedging Portfolio Risk Futures Pricing Swaps Summary References Chapter 16: Introduction to Options Option Payoffs and Put-Call Parity Pricing European Call Options Pricing European Put Options Option Strategies Real Options Summary References Chapter 17: Models of Stock Price Dynamics Stock Price Dynamics Ito Processes Lognormal Stock Prices Deriving the Parameters of the Binomial Lattice Black-Scholes-Merton Model The Greek Letters Monte Carlo Methods Summary Appendix 17.1: Derivation of Ito's Lemma Chapter 18: Hedging Portfolio Risk Simple Hedging Strategies S&P 500 Index Puts Selling Volatility VIX Calls Liability Driven Investment Summary References Chapter 19: Private Equity The Private Equity Model Return and Risk Methodology Summary Appendix 19.1: CAPM References Chapter 20: Structured Credit Securitization Credit Enhancement Basics of Pricing Interest Rate Derivatives Interest Rate Dynamics CDO Valuation The Crash of the Housing Bubble Summary References Chapter 21: Optimal Rebalancing Trigger Strategies and No-trade Regions An Optimal Control Problem Implications Optimal Rebalancing in a Static Optimization Model The Comparative Statics of Transactions Costs References Chapter 22: Data Problems* Covariance Estimation An Example Empirical Results Overlapping Observations Conclusions Appendix 22.1: Covariance Matrix Estimation Removing the effects of smoothing References About the Author Index…”

Tabla de Contenidos: “…-- Linear regression and beyond -- Linear regression revisited for a real dataset -- Summary -- Chapter 3: Feed-Forward Neural Networks with TensorFlow -- Feed-forward neural networks (FFNNs) -- Feed-forward and backpropagation -- Weights and biases -- Activation functions -- Using sigmoid -- Using tanh -- Using ReLU -- Using softmax -- Implementing a feed-forward neural network -- Exploring the MNIST dataset -- Softmax classifier -- Implementing a multilayer perceptron (MLP) -- Training an MLP -- Using MLPs…”

“…These essays show a leading scholar at his most erudite as he carries forward and elaborates many of the insights that have become touchstones in New Testament interpretation…”

“…It goes beyond existing work which provides a field survey of Asian cinema, probing more deeply into the field of Asian Cinema, arguing that Asian Cinema constitutes a separate pedagogical subject, and putting forward an alternative cinematic paradigm. The book covers "styles", including the works of classical Asian Cinema masters, and specific genres such as horror films, and Bollywood and Anime, two very popular modes of Asian Cinema; "spaces", including artistic use of space and perspective in Chinese cinema, geographic and personal space in Iranian cinema, the private "erotic space" of films from South Korea and Thailand, and the persistence of the family unit in the urban spaces of Asian big cities in many Asian films; and "concepts" such as Pan-Asianism, Orientalism, Nationalism and Third Cinema. …”
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Tabla de Contenidos: “…Case studies -- Integrating field observations and inverse and forward modeling : application at a site with acidic, heavy-metal-contaminated groundwater / P. …”
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“…It is the fifth book - perhaps more accurately, the fifth chapter in one work - on masculinity and femininity (gender identity), carrying forward ideas examined in my last book, Perversion. …”

“…"The rejection of the Constitutional Treaty brought forward the momentum of ever more European integration to an abrupt halt. …”

“…John Birtchnell puts forward the thesis that many more of our actions than we might imagine are determined unconsciously. …”

“…This book is a transcription of a three day, eighteen hour seminar Eigen gave in Seoul in 2009. It takes forward and complements the Seoul seminar in 2007 (Eigen in Seoul: Volume 1: Madness and Murder).Eigen believes that 'faith plays an important role in transformational processes in psychotherapy. …”

“…This collection surveys these transformations and others, taking stock of the field and showing new paths forward…”

“…Exploring their paths forward, the chapters of this book collectively make a powerful argument for the continued value and importance of large‐scale collaborative biographical dictionary research…”

“…In one sense a folklorist's portrayal of a notable folk artist's life and art, Listening for a Life is equally a rethinking of the processes involved in such work, not only in how the folklorist conveys her subject but in how her subject constitutes and performs herself into being through dialogue with others: those present, those once present, those imagined and anticipated.Drawing on Bahktinian and feminist theory, Sawin pushes forward our understanding of the interactive roles of ethnographer and subject and in the process gives us a deeper understanding of folk singer and st…”

“…Castells, in his afterword to this book, always looking forward, assesses the role of the university in the wake of the upheavals to the global economic order. …”

“…How and why do these workers, despite enormous barriers, come forward to seek justice, and what happens once they do? …”

“…, they move the debate forward beyond their influential book, Democracy and Disagreement. …”

“…The Department of Defense has long been able to play a major role in international humanitarian assistance and disaster response (HA/DR) due to its unique capabilities, manpower, and forward-deployed resources. The Asia-Pacific region is of particular importance to the United States because it bears the brunt of more than half of the world's natural disasters and is home to numerous key U.S. allies. …”

“…This book discusses the most significant ways in which design has been applied to sustainability challenges using an evolutionary perspective. It puts forward an innovation framework that is capable of coherently integrating multiple design for sustainability (DfS) approaches developed so far. …”

“…You will learn how to leverage Azure site recovery and various Azure-based services to design and implement a recovery solution and much more. Moving forward, you will design and implement various scenarios such as on-premises to Azure, Azure to Azure, and on-premises to on-premises disaster recovery. …”