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This book describes the recent innovation of deep in-memory architectures for realizing AI systems that operate at the edge of energy;
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This book describes the recent innovation of deep in-memory architectures for realizing AI systems that operate at the edge of energy;
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Machine Learning, Deep Learning with GPUs, Edge Computing Optimization of Deep Learning Models for Specialized Tensor Processing Architectures;
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learning architectures, such as long-short term memory (LSTM), auto-encoders, variational auto-encoders (VAE), and generative adversarial networks;
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learning architectures such as CNNs, RNNs,LSTMs, and auto encoders. Keras-based code samples are included to supplementthe theoretical discussion;
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help you understand popular deep learning architectures and their variants in R, along with providing real-life examples for them. This deep;
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Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It;
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sequences in recurrent neural networks and long short term memory Who This Book Is For Data scientists, machine learning engineers, and;
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few-shot learning Work with different deep learning architectures for one-shot learning Understand when to use one-shot and transfer learning;
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), and Recurrent Neural Networks (RNN) are covered in depth. A broad range of advanced deep learning architectures are also presented, including;
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solve real-world problems, and also offers insights into deep learning architectures and algorithms, making it an essential reference guide for;
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. Also offering insights into deep learning architectures and algorithms, it is an essential reference guide for academic researchers;
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Explore convolutional and recurrent neural networks and long short-term memory networks Book DescriptionApplying deep learning approaches to;
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such large amounts of data sets has led to the adoption of machine learning (ML) and deep learning (DL) methods in a wide range of applications;
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the essentials of and highlight recent applications of deep learning architectures for medical decision support systems. The target audience;
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the essentials of and highlight recent applications of deep learning architectures for medical decision support systems. The target audience;
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concepts that make it easy to build scalable and complex big data applications. This book is a handy guide for machine learning developers and data;
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required to invent new deep learning architectures and solutions on your own. Pro Deep Learning with TensorFlow provides practical, hands-on;
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computing and neural networks. This is the first book that focuses on machine learning accelerators and hardware development for machine learning;
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Deepnet Key Features Understand deep learning algorithms and architectures using R and determine which algorithm is best suited for a specific;
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, including convolutional nets, recurrent nets, and deep reinforcement learning Learn techniques for training and scaling deep neural nets Apply;
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neural network (RNN) architectures and transformers for sentiment analysis. As you advance, you'll apply deep learning across different domains;
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to choose and customize multiple neural network architectures for various deep learning problems you might encounter. What you will learn;
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algorithms for unsupervised data using deep learning concepts with R * Master the common problems faced such as overfitting of data, anomalous;
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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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This timely text/reference presents a broad overview of advanced deep learning architectures for learning effective feature representation;
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programmers how to build and deploy scalable machine learning and deep learning models using serverless architectures with Microsoft Azure. You'll;
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