Deep learning : a practitioner's approach
(2017)
Nonfiction
Book
Call Numbers:
006.31/PATTERSON,J
0 Holds on 1 Copy
Availability
Details
PUBLISHED
Beijing ; Boston : O'Reilly, 2017
EDITION
First edition
DESCRIPTION
xxi, 507 pages : illustrations ; 24 cm
ISBN/ISSN
9781491914250, 1491914254 :, 1491914254, 9781491914250
LANGUAGE
English
NOTES
Includes index
A review of machine learning -- Foundations of neural networks and deep learning -- Fundamentals of deep networks -- Major architecture of deep networks -- Building deep networks -- Tuning deep networks -- Tuning specific deep network architectures -- Vectorization -- Using deep learning and DL4J on Spark -- What is artificial intelligence? -- RL4J and reinforcement learning -- Numbers everyone should know -- Neural networks and backpropagation: a mathematical approach -- Using the ND4J API -- Using DataVec -- Working with DL4J from source -- Setting up DL4J projects -- Setting up GPUs for DL4J projects -- Troubleshooting DL4J installations