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  • Artificial Intelligence in Textile Engineering

    Basic Concepts and Applications

    Series series The Textile Institute Book Series
    Artificial Intelligence in Textile Engineering explains Artificial Intelligence techniques from first principles in the perfect way for textiles materials scientists and engineers.Advances in Artificial Intelligence technology have made a substantial impact across the textiles supply chain, making products more efficient, flexible and reliable. In this book techniques such as artificial neural ... Leer más

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  • Textile Engineering

    Statistical Techniques, Design of Experiments and Stochastic Modeling

    Focusing on the importance of the application of statistical techniques, this book covers the design of experiments and stochastic modeling in textile engineering. Textile Engineering: Statistical Techniques, Design of Experiments and Stochastic Modeling focuses on the analysis and interpretation of textile data for improving the quality of textile processes and products using various statistical ... Leer más

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    Design and implement advanced next-generation AI solutions using TensorFlow and PyTorch

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  • STATISTICS DEMYSTIFIED 2/E

    Series series Demystified

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  • Fundamentals of Deep Learning

    Designing Next-Generation Machine Intelligence Algorithms

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  • Statistical Rethinking

    A Bayesian Course with Examples in R and STAN

    Series series Chapman & Hall/CRC Texts in Statistical Science
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  • The Art of Randomness

    Randomized Algorithms in the Real World

    Harness the power of randomness (and Python code) to solve real-world problems in fun, hands-on experiments—from simulating evolution to encrypting messages to making machine-learning algorithms!The Art of Randomness is a hands-on guide to mastering the many ways you can use randomized algorithms to solve real programming and scientific problems. You’ll learn how to use randomness to run ... Leer más

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  • Statistics

    An Introduction Using R

    "...I know of no better book of its kind..." (Journal of the Royal Statistical Society, Vol 169 (1), January 2006)A revised and updated edition of this bestselling introductory textbook to statistical analysis using the leading free software package RThis new edition of a bestselling title offers a concise introduction to a broad array of statistical methods, at a level that is elementary enough ... Leer más

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  • Think Complexity

    Complexity Science and Computational Modeling

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    Complexity science uses computation to explore the physical and social sciences. In Think Complexity, you’ll use graphs, cellular automata, and agent-based models to study topics in physics, biology, and economics.Whether you’re an intermediate-level Python programmer or a student of computational modeling, you’ll delve into examples of complex systems through a series of worked examples, ... Leer más

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  • Advanced Deep Learning with Keras

    Apply deep learning techniques, autoencoders, GANs, variational autoencoders, deep reinforcement learning, policy gradients, and more

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  • Numerical Methods

    Using MATLAB

    Numerical Methods using MATLAB, 3e, is an extensive reference offering hundreds of useful and important numerical algorithms that can be implemented into MATLAB for a graphical interpretation to help researchers analyze a particular outcome. Many worked examples are given together with exercises and solutions to illustrate how numerical methods can be used to study problems that have applications ... Leer más

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  • Ecological Models and Data in R

    Ecological Models and Data in R is the first truly practical introduction to modern statistical methods for ecology. In step-by-step detail, the book teaches ecology graduate students and researchers everything they need to know in order to use maximum likelihood, information-theoretic, and Bayesian techniques to analyze their own data using the programming language R. Drawing on extensive ... Leer más

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