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This book provides a complete illustration of deep learning concepts with case-studies and practical examples useful for real time;
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Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics presents the changing world of data utilization;
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in connectivity, scalability, and privacy since its birth. The application of deep learning algorithms has helped process those challenges and remains a;
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With the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many;
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, however, and there's a need for research on the various applications and techniques of deep learning in the field of computing. Deep Learning;
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supervised, unsupervised, and semi-supervised ML algorithms and their implementation Build deep learning models for object detection, image;
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Gain expertise in advanced deep learning domains such as neural networks, meta-learning, graph neural networks, and memory augmented neural;
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and deep learning approaches, presents data analytics and mining for decision-support applications, and includes case-based reasoning, natural;
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Build neural network models in text, vision and advanced analytics using PyTorch Key Features Learn PyTorch for implementing cutting-edge;
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Who This Book Is For Engineers, data scientists, and students wanting a book rich in examples on deep learning using MATLAB.;
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for spacecraft MATLAB Bluetooth data acquisition applied to dance physics What You Will LearnExplore deep learning using MATLAB and compare it;
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processing, hierarchical deep learning networks as game-playing artefacts using regret matching, and building GPU-accelerated deep learning;
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explains the mechanism of deep learning using advanced mathematics. In particular, it emphasizes how to use TensorFlow and the latest MATLAB deep;
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explains the mechanism of deep learning using advanced mathematics. In particular, it emphasizes how to use TensorFlow and the latest MATLAB deep;
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This book will help readers understand fundamental and advanced statistical models and deep learning models for robust speaker recognition;
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Discover best practices for choosing, building, training, and improving deep learning models using Keras-R, and TensorFlow-R libraries Key;
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processing, hierarchical deep learning networks as game-playing artefacts using regret matching, and building GPU-accelerated deep learning;
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helpful tips and best practices for making the most of the framework. Next, yoĆ¼ll learn how to train models effectively with transfer learning and;
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of libraries and communities for deep learning Get to grips with Neural Networks, their history, and how they work Design and implement Deep Neural;
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have proven to be vital solutions to numerous real-world issues are machine learning and deep learning. These intelligent agents unlock higher;
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Implement neural network models in R 3.5 using TensorFlow, Keras, and MXNet Key Features Use R 3.5 for building deep learning models for;
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. Accordingly, the objective of this book is to highlight recent advanced applications of deep learning for diagnosing different types of cancer. The;
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. Accordingly, the objective of this book is to highlight recent advanced applications of deep learning for diagnosing different types of cancer. The;
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This book introduces a variety of advanced machine learning approaches covering the areas of neural networks, fuzzy logic, and hybrid;
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Hands-on projects cover all the key deep learning methods built step-by-step in PyTorch Key Features Internals and principles of PyTorch;
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learning is unpacked. This book is for intermediate-level data scientists and machine learning engineers who want to learn how to apply key;
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recent view of research works on essential, and advanced topics. The book offers detailed information on the application of Deep Learning for;
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