9786208441296 - the neural network revolution: transforming data into knowledge di kalappan, sundaresan; r, nallakumar (10 risultati)

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Da: preigu, Osnabrück, Germaniapreigu
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Taschenbuch. Condizione: Neu. The Neural Network Revolution: Transforming Data into Knowledge | Sundaresan Kalappan (u. a.) | Taschenbuch | Englisch | 2025 | LAP LAMBERT Academic Publishing | EAN 9786208441296 | Verantwortliche Person für die EU: SIA OmniScriptum Publishing, Brivibas Gatve 197, 1039 RIGA, LETTLAND, customerservi…ce[at]vdm-vsg[dot]de | Anbieter: preigu.

Lingua: Inglese
Editore: Omniscriptum, LAP Lambert Academic Publishing, 2025
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides a comprehensive exploration of deep learning, starting with the basics of neural networks, including the perceptron algorithm and key techniques like feed-forward and backpropagation, optimization, and regulariza…tion. It delves into deep learning foundations, covering important concepts such as gradient descent, backpropagation, and solutions for challenges like the vanishing gradient problem. The book then introduces convolutional neural networks (CNNs), explaining their architectures, convolution and pooling layers, and applications like transfer learning for image classification. Further, it covers advanced deep learning architectures such as LSTMs, GRUs, and autoencoders, including various types like sparse, denoising, and adversarial generative networks. Finally, the book discusses a wide range of applications in deep learning, from image processing and segmentation to object detection, video-to-text generation, and dialogue systems using LSTMs, providing both theoretical understanding and practical insights for implementing deep learning models. 156 pp. Englisch.

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Taschenbuch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book provides a comprehensive exploration of deep learning, starting with the basics of neural networks, including the perceptron algorithm and key techniques like feed-forward and backpropagation, optimization, and regularization…. It delves into deep learning foundations, covering important concepts such as gradient descent, backpropagation, and solutions for challenges like the vanishing gradient problem. The book then introduces convolutional neural networks (CNNs), explaining their architectures, convolution and pooling layers, and applications like transfer learning for image classification. Further, it covers advanced deep learning architectures such as LSTMs, GRUs, and autoencoders, including various types like sparse, denoising, and adversarial generative networks. Finally, the book discusses a wide range of applications in deep learning, from image processing and segmentation to object detection, video-to-text generation, and dialogue systems using LSTMs, providing both theoretical understanding and practical insights for implementing deep learning models.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 156 pp. Englisch.

Lingua: Inglese
Editore: Omniscriptum, LAP Lambert Academic Publishing, 2025
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Da: AHA-BUCH GmbH, Einbeck, GermaniaAHA-BUCH GmbH
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Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book provides a comprehensive exploration of deep learning, starting with the basics of neural networks, including the perceptron algorithm and key techniques like feed-forward and backpropagation, optimization, and regularization.… It delves into deep learning foundations, covering important concepts such as gradient descent, backpropagation, and solutions for challenges like the vanishing gradient problem. The book then introduces convolutional neural networks (CNNs), explaining their architectures, convolution and pooling layers, and applications like transfer learning for image classification. Further, it covers advanced deep learning architectures such as LSTMs, GRUs, and autoencoders, including various types like sparse, denoising, and adversarial generative networks. Finally, the book discusses a wide range of applications in deep learning, from image processing and segmentation to object detection, video-to-text generation, and dialogue systems using LSTMs, providing both theoretical understanding and practical insights for implementing deep learning models.

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