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. They proceed with advanced concepts with hands-on sessions for deep learning. Engineers, scientists, researches looking for a practical;
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discovery, clinical decision support systems, disease diagnosis, prediction and monitoring Discusses Deep Learning applied to Electronic;
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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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algorithms that are at the core of convolutional neural networks. In Advanced Applied Deep Learning, you will study advanced topics on CNN and object;
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detection, and semantic segmentation, has now been published. A comprehensive guide to advanced deep learning techniques, including autoencoders;
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This book covers a large set of methods in the field of Artificial Intelligence - Deep Learning applied to real-world problems. The;
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offers you the opportunity to grasp deep learning in an applied manner with the only requirement being an Internet connection. Everything else;
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Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches tackles multivariate challenges in process;
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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 situational assessment using deep learning for anomalous detection, and how methods developed in one area can be applied in applications;
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Intermediate-Advanced user level;
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branch of machine learning based on a set of algorithms that attempt to model high-level abstractions in data. Advanced Deep Learning with R will;
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Deep Learning and Missing Data in Engineering Systems uses deep learning and swarm intelligence methods to cover missing data estimation;
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Intermediate-Advanced user level;
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integrate deep learning as a core component have been applied to medical image detection, segmentation and registration, and computer-aided analysis;
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. Understand core concepts of DRL and the differences between discrete and continuous action environments. Use several advanced forms of learning;
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intermediate-Advanced user level;
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Harness the power of MATLAB for deep-learning challenges. Practical MATLAB Deep Learning, Second Edition, remains a one-of a-kind book that;
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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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Probabilistic Deep Learning shows how probabilistic deep learning models gives readers the tools to identify and account for uncertainty;
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Deep Learning is now synonymous with applied machine learning. Many technology giants (e.g. Google, Microsoft, Apple, IBM) as well as start;
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theoretical concepts of deep learning projects, such as model optimization, overfitting, and data augmentation, together with other advanced topics;
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frameworks. Deep learning, an advanced level of machine learning technique that combines class of learning algorithms with the use of many layers;
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Understand deep learning, the nuances of its different models, and where these models can be applied. The abundance of data and demand for;
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starts with the TensorFlow environment and gives an outline of how reinforcement learning can be applied to TensorFlow. There's also coverage;
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OpenAI Gym, model-based RL, model-free RL, and how to develop basic agents. You'll discover how to implement advanced deep reinforcement learning;
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of supervised training data of labeled images is available. Later we build upon the learning achieved to build advanced vision related algorithms for;
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