TensorFlow Workshop: Deep Learning in Action - KUMAR TIPU, RUPESH
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"TensorFlow Workshop: Deep Learning in Action" is a comprehensive guide designed to take readers on an explorative journey into the world of deep learning using TensorFlow. It covers the foundational concepts of neural networks, delves into the specifics of implementing various network architectures, and explores advanced topics like convolutional neural networks (CNNs), recurrent neural networks (RNNs), autoencoders, and generative adversarial networks (GANs). Each chapter is structured to provide a balance of theory, practical examples, and hands-on exercises, making complex ideas accessible…mehr

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Produktbeschreibung
"TensorFlow Workshop: Deep Learning in Action" is a comprehensive guide designed to take readers on an explorative journey into the world of deep learning using TensorFlow. It covers the foundational concepts of neural networks, delves into the specifics of implementing various network architectures, and explores advanced topics like convolutional neural networks (CNNs), recurrent neural networks (RNNs), autoencoders, and generative adversarial networks (GANs). Each chapter is structured to provide a balance of theory, practical examples, and hands-on exercises, making complex ideas accessible to readers at different skill levels. The book also addresses the challenges faced during model training, offers insights into optimizing performance, and discusses future trends in AI and deep learning. With a focus on real-world applications, this book is an invaluable resource for anyone looking to master TensorFlow and unlock the potential of deep learning technologies.
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Autorenporträt
Assistant Professor in Civil Engineering with a focus on structural optimization and ML in concrete design. Holds B.Tech, M.Tech, and a Ph.D., with more than 20 published research papers and a decade of teaching experience. Currently enhancing structural design and education at K.R. Mangalam University, India.