Deep Learning with R, Second Edition

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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 principlesImage classification and image segmentationTime series forecastingText classification and machine translationText generation, neural style transfer, and image generationDeep Learning with R, Second Edition shows you how to put deep learning into action. Its based on the revised new edition of Fran￿ois Chollets bestselling Deep Learning with Python. 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. Novices and experienced ML practitioners will love the expert insights, practical techniques, and important theory for building neural networks.about the technologyDeep learning has become essential knowledge for data scientists, researchers, and software developers. 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. This book shows you how to get started on core DL tasks like computer vision, natural language processing, and more using R.what's insideImage classification and image segmentationTime series forecastingText classification and machine translationText generation, neural style transfer, and image generationabout the readerFor readers with intermediate R skills. No previous experience with Keras, TensorFlow, or deep learning is required.