This book will teach you how to deploy large-scale datasets in deep neural networks with Hadoop for optimal performance. Starting with an introduction to deep learning, you’ll learn how to set up a Hadoop envrionment and implement a variety of deep learning models. By the end of the book, you’ll know how to deploy various deep neural networks in distributed systems using Hadoop.
- Access 206 pages of digital content 24/7
- Explore deep learning & various models associated w/ it
- Understand the challenges of implementing distributed deep learning w/ Hadoop & how to overcome it
- Implement Convolutional Neural Network (CNN) w/ deeplearning4j
- Delve into the implementation of Restricted Boltzmann Machines (RBM)
- Understand the mathematical explanation for implement Recurrent Neural Networks (RNN)
- Get hands on practice w/ deep learning with Hadoop
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