Normal view MARC view ISBD view

Deep learning : a practitioner's approach / Josh Patterson and Adam Gibson.

By: Patterson, Josh (Consultant) [author.].
Contributor(s): Gibson, Adam [author.].
Publisher: Boston : O'Reilly, 2017Edition: First edition.Description: xxi, 507 pages : illustrations ; 24 cm.Content type: text Media type: unmediated Carrier type: volumeISBN: 1491914254; 9781491914250.Subject(s): Machine learning | Neural networks (Computer science) | Open source software
Contents:
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.
List(s) this item appears in: Recent Additions to the NCAR Library Collection
Item type Current location Call number Status Date due Item holds
BOOK BOOK Mesa Lab QA325.5 .P38 2017 (Browse shelf) Available
Total holds: 0

Includes bibliographical references and 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.

Any questions? Ask a Librarian.

Not finding what you are looking for? Request-It - InterLibrary Loan.