Deep Learning with Hadoop

Description

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