![]() About the book Deep Learning with R, Second Edition is a hands-on guide to deep learning using the R language. This book shows you how to get started on core DL tasks like computer vision, natural language processing, and more using R. The R language APIs for Keras and TensorFlow put deep learning within reach for all R users, even if they have no experience with advanced machine learning or neural networks. About the technology Deep learning has be essential knowledge for data scientists, researchers, and software developers. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. Novices and experienced ML practitioners will love the expert insights, practical techniques, and important theory for building neural networks. ![]() All code and examples have been expertly translated to the R language by Tomasz Kalinowski, who maintains the Keras and Tensorflow R packages at RStudio. ![]() ![]() Its based on the revised new edition of Franois Chollets bestselling Deep Learning with Python. Book Synopsis Deep learning from the ground up using R and the powerful Keras library! In Deep Learning with R, Second Edition you will learn: Deep learning from first principles Image classification and image segmentation Time series forecasting Text classification and machine translation Text generation, neural style transfer, and image generation Deep Learning with R, Second Edition shows you how to put deep learning into action. ![]()
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