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Angular and Deep Learning Pocket Primer (Paperback)
Loot Price: R1,029
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Angular and Deep Learning Pocket Primer (Paperback)
Series: Pocket Primer
Expected to ship within 12 - 17 working days
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This book provides readers with enough information for them to
develop more sophisticated Angular applications that incorporate
deep learning. The first three chapters of this book contain a
short tour of basic Angular functionality, such as UI components
and forms in Angular applications. The fourth chapter introduces
you to deep learning, the problems it can solve, and some
challenges for the future. You will also learn about MLPs (Multi
Layer Perceptrons), CNNs (Convolutional Neural Networks), and a
Keras-based code sample of a CNN with the MNIST dataset. The fifth
chapter discusses RNNs (Recurrent Neural Networks), BPTT (Back
Propagation Through Time), as well as LSTMs (Long Short Term
Memory) and AEs (Auto Encoders). The sixth chapter introduces basic
TensorFlow concepts, followedby tensorflowjs (i.e., TensorFlow in
modern browsers), and some examples of Angular applications
combined with deep learning.
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