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Artificial Intelligence for Humans, Volume 3 Deep Learning and Neural Networks By Jeff Heaton PDF

Download Book : Artificial Intelligence for Humans, Volume 3 Deep Learning and Neural Networks By Jeff Heaton PDF


Informations about the book:


Title: Artificial Intelligence for Humans, Volume 3 Deep Learning and Neural Networks

Author
Jeff Heaton

Size: 8 MB

Format: PDF

Year: 2015

Pages: 268

Book Contents:


Chapter 1: Neural Network Basics
Chapter 2: Self Organizing Maps
Chapter 3: Hopfield & Boltzmann Machines
Chapter 4: Feedforward Neural Networks
Chapter 5: Training & Evaluation
Chapter 6: Backpropagation Training
Chapter 7: Other Propagation Training
Chapter 8: NEAT, CPPN and HyperNEAT
Chapter 9: Deep Learning
Chapter 10: Convolutional Neural Networks
Chapter 11: Pruning and Model Selection
Chapter 12: Dropout and Regularization
Chapter 13: Time Series and Recurrent Networks
Chapter 14: Architecting Neural Networks
Chapter 15: Visualization
Chapter 16: Modelling with Neural Networks



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