Deep learning :
Patterson, Josh
Deep learning : a practitioner's approach Josh Patterson and Adam Gibson. - New Delhi : O'Reilly, ©2017. - xxi, 507 p.; 25 cm.
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.
9789352136049
AD209375-0802-482F-ABA4-D5EFC47F1E2C OverDrive, Inc. http://www.overdrive.com
Machine learning.
Artificial intelligence.
Neural networks (Computer science)
COMPUTERS / General
Artificial intelligence.
Machine learning.
Neural networks (Computer science)
Electronic books.
Q325.5
006.31 / PAT-D
Deep learning : a practitioner's approach Josh Patterson and Adam Gibson. - New Delhi : O'Reilly, ©2017. - xxi, 507 p.; 25 cm.
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.
9789352136049
AD209375-0802-482F-ABA4-D5EFC47F1E2C OverDrive, Inc. http://www.overdrive.com
Machine learning.
Artificial intelligence.
Neural networks (Computer science)
COMPUTERS / General
Artificial intelligence.
Machine learning.
Neural networks (Computer science)
Electronic books.
Q325.5
006.31 / PAT-D