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Chaos: Making a New Science

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The blockbuster modern science classic that introduced the butterfly effect to the world—even more relevant two decades after it became an international sensationFor centuries, scientific thought was focused on bringing order to the natural world. But even as relativity and quantum mechanics undermined that rigid certainty in the first half of the twentieth century, the scientific community clung ... Read more

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Get better insights from time-series data and become proficient in building models with real-world data Key FeaturesExplore time series forecasting and time series analysis in Python using ARIMA, SARIMA, GARCH, gradient boosting, and recurrent neural networks.Improve predictive modeling with feature engineering and forecasting machine learning techniques.Apply demand forecasting and financial
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In the early 1980s, the late luminary Tito Arecchi was the first to highlight the existence of chaos in a laser model. Since then, along with several colleagues, he developed many important lines of research in this field, such as generalized multistability, laser with injected signal, laser with delayed feedback and the worldwide accepted classification of lasers of A, B and C, depending on their
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Nonlinear Control and Filtering for Stochastic Networked Systems

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In this book, control and filtering problems for several classes of stochastic networked systems are discussed. In each chapter, the stability, robustness, reliability, consensus performance, and/or disturbance attenuation levels are investigated within a unified theoretical framework. The aim is to derive the sufficient conditions such that the resulting systems achieve the prescribed design
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MACHINE LEARNING FOR BEGINNERS

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Machine learning is a fascinating field that has the potential to revolutionize the way we live and work. However, it can be overwhelming for beginners to understand the complex algorithms and concepts involved. This book is designed to make machine learning accessible and easy to understand for anyone who wants to learn.In this book, you will:Learn the fundamental concepts of machine...
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Este livro é valioso para todo desenvolvedor C++. Em particular, é para todo desenvolvedor C++ interessado em entender os problemas usuais de software sustentável e aprender sobre soluções comuns para esses problemas (e eu presumo que esse seja realmente o caso de todo desenvolvedor C++). No entanto, este livro não é um livro para iniciantes em C++. Na verdade, a maioria das diretrizes neste livro
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