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Neural Networks
The Hundred-Page Machine Learning Book by Adriy Burkov
mobi |eng | 2019-07-04 | Author:Adriy Burkov

6.2.2 Recurrent Neural Network Recurrent neural networks (RNNs) are used to label, classify, or generate sequences. A sequence is a matrix, each row of which is a feature vector and ...
( Category: Intelligence & Semantics July 20,2020 )
Artificial Intelligence: The Ultimate Guide to AI, The Internet of Things, Machine Learning, Deep Learning + a Comprehensive Guide to Robotics by Wilkins Neil
epub, azw3 |eng | 2020-05-24 | Author:Wilkins, Neil [Wilkins, Neil]

Conclusion Science fiction writers have been wringing their hands over artificial intelligence for decades, even before public figures ever discussed the concept. They imagined AI as a booster force that ...
( Category: Neural Networks July 9,2020 )
Advanced Deep Learning with R by Bharatendra Rai
epub |eng | 2019-12-17 | Author:Bharatendra Rai [Bharatendra Rai]

At the time of training the autoencoder network, we will use these clean images as output. Next, we will specify the encoder model architecture. Encoder model For the encoder model, ...
( Category: Neural Networks July 7,2020 )
Build a Career in Data Science by Emily Robinson
epub |eng | | Author:Emily Robinson

What would be your biggest piece of advice for the first few months? Remember that you’ve been hired for a reason: they respect your point of view, and they think ...
( Category: Intelligence & Semantics July 4,2020 )
Deep Learning for Coders with fastai and PyTorch by Jeremy Howard & Sylvain Gugger
epub |eng | 2020-07-21 | Author:Jeremy Howard & Sylvain Gugger [Jeremy Howard]

( Category: Machine Theory July 4,2020 )
Machine Learning Simplified: A Beginners' Guide To Revolution by Kalakheti Rachin
epub |eng | 2020-04-27 | Author:Kalakheti, Rachin [Kalakheti, Rachin]

Fig 6-6. Image with it’s matrix equivalent (source: click here ) The elements in an image matrix ranges from 0 to 255 which is the intensity of that pixel (0 ...
( Category: Neural Networks July 2,2020 )
Deep Learning and the Game of Go by Kevin Ferguson & Max Pumperla
epub |eng | 2019-01-20 | Author:Kevin Ferguson & Max Pumperla [Kevin Ferguson]

( Category: Game Theory July 2,2020 )
Natural Language Processing with Java Cookbook by Richard M. Reese
epub |eng | 2019-04-24 | Author:Richard M. Reese [Richard M. Reese]

( Category: Software Development July 1,2020 )
Machine Learning with R, the tidyverse, and mlr by Hefin I. Rhys
mobi, epub |eng | 2020-03-31 | Author:Hefin I. Rhys

Note Recall that I mentioned how important it is to scale our predictors so that they are weighted equally when calculating the L1 and/or L2 norms. Well, glmnet does this ...
( Category: Intelligence & Semantics July 1,2020 )
Deep Learning Illustrated: A Visual, Interactive Guide to Artificial Intelligence (Sal Lopez's Library) by Jon Krohn Grant Beyleveld and Aglaé Bassens
epub |eng | 2020-06-15 | Author:Jon Krohn, Grant Beyleveld and Aglaé Bassens

Also thanks to cheap compute, we are subsampling activations only once (with a max-pooling layer), whereas LeNet-5 did twice.16 We leverage innovations like ReLU activations and dropout, which had not ...
( Category: Intelligence & Semantics June 29,2020 )
TENSORFLOW MACHINE LEARNING: A Comprehensive Beginner's Guide to Learn About the Realms of TensorFlow Machine Learning From A-Z by Benjamin Smith
azw3 |eng | 2020-04-24 | Author:Benjamin Smith [Smith, Benjamin]

If the rate is small, the algorithm takes many iterations to converge while, if it is too high, there is a chance it might not converge. Using TensorFlow to Train ...
( Category: Neural Networks June 29,2020 )
DEEP LEARNING WITH PYTHON: A Comprehensive Beginner’s Guide to Learn the Realms of Deep Learning with Python from A-Z by Benjamin Smith
azw3 |eng | 2020-04-25 | Author:Benjamin Smith [Smith, Benjamin]

Linear Regression Linear regression is considered as the most basic kind of predictive analysis. The idea behind linear regression is an examination of two things; the first is if predictor ...
( Category: Neural Networks June 29,2020 )
EYE ON AI: Learn all about Artificial Intelligence by Ranveer Patel
azw3 |eng | 2020-05-16 | Author:Ranveer Patel [Patel, Ranveer]

Bob’s parents spent countless hours teaching (supervised learning) him ABC’s and 123’s when he was young. Bob’s has grown up and he can understand and recognize patterns on his own ...
( Category: Intelligence & Semantics June 29,2020 )
Machine Learning: Introduction to Supervised and Unsupervised Learning Algorithms with Real-World Applications (Advanced Data Analytics Book 1) by Morgan Maynard
azw3 |eng | 2020-04-30 | Author:Morgan Maynard [Maynard, Morgan]

In the first step you must obtain and store your training data in a clear, structured format. For each class (in my case fruit) you must have a corresponding predictor ...
( Category: Neural Networks June 29,2020 )
Deep Belief Nets in C++ and CUDA C: Volume 2 by Timothy Masters
epub |eng | | Author:Timothy Masters

hnet: The net input to a hidden neuron h: The activation of that hidden neuron anet: The net input to an output neuron a: The activation of that output neuron ...
( Category: Neural Networks June 28,2020 )

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