September 2019
Intermediate to advanced
703 pages
13h 5m
English
book
Building Machine Learning and Deep Learning Models on Google Cloud Platform: A Comprehensive Guide for Beginners
by Ekaba Bisong
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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.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.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.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.
Index
A
Accuracy
Activation functions
hyperbolic tangent (tanh)
Leaky ReLU
Maxout
non-linear function
ReLU
sigmoid
Adaptive learning rates
Alpine Linux package
append() method
Area under the receiver operating curve (AUC-ROC)
argparse.ArgumentParser() method
Artificial neural network (ANN)
assign method
Autoencoder
architecture
defined
denoising
undercomplete
AutoML NLP
custom language classification model
SeeCustom language classification model
dataset, training
GCP
B
Backpropagation algorithm
Backpropagation through time (BPTT)
Bar plot
Batch gradient descent algorithm
Batch learning
Batch normalization
Beam programming
data processing pipeline
build/run
creation
preprocessing
pipeline transformation
I/O transforms
Pcollection
Ptransform
Bias
vs.
variance trade-Off
hidden layers
high ...
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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.