December 2019
Intermediate to advanced
563 pages
10h 34m
English
book
Deep Learning Pipeline: Building a Deep Learning Model with TensorFlow
by Hisham El-Amir, Mahmoud Hamdy
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Index
A
Activation functions
binary step function
deep learning model
linear activation function
mathematical equations
neural network architecture
perceptron and neural network
placement of
recap
ReLU function
role of
sigmoid/logistic activation function
swish activation function
works in neuron
Adadelta
Adaptive gradient
Adaptive moment estimation
Aggregation function
AND Boolean function
AND Boolean gate operation
Annotation
Artificial neural network (ANN)
Artificial neuron
Association rule learning
Atom extraction
B
Backpropagation
Backpropagation, convolution layer
Backpropagation through time (BPTT)
architecture
circled multiplication
cross-entropy loss
definition
feed backward
gradients
time step
variables
Bag-of-words (BoW) model
Batch gradient descent
concept
pros/cons
Batch ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.