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Apply modern deep learning techniques to build and train deep
neural networks using Gorgonia Key Features Gain a practical
understanding of deep learning using Golang Build complex neural
network models using Go libraries and Gorgonia Take your deep
learning model from design to deployment with this handy guide Book
DescriptionGo is an open source programming language designed by
Google for handling large-scale projects efficiently. The Go
ecosystem comprises some really powerful deep learning tools such
as DQN and CUDA. With this book, you'll be able to use these tools
to train and deploy scalable deep learning models from scratch.
This deep learning book begins by introducing you to a variety of
tools and libraries available in Go. It then takes you through
building neural networks, including activation functions and the
learning algorithms that make neural networks tick. In addition to
this, you'll learn how to build advanced architectures such as
autoencoders, restricted Boltzmann machines (RBMs), convolutional
neural networks (CNNs), recurrent neural networks (RNNs), and more.
You'll also understand how you can scale model deployments on the
AWS cloud infrastructure for training and inference. By the end of
this book, you'll have mastered the art of building, training, and
deploying deep learning models in Go to solve real-world problems.
What you will learn Explore the Go ecosystem of libraries and
communities for deep learning Get to grips with Neural Networks,
their history, and how they work Design and implement Deep Neural
Networks in Go Get a strong foundation of concepts such as
Backpropagation and Momentum Build Variational Autoencoders and
Restricted Boltzmann Machines using Go Build models with CUDA and
benchmark CPU and GPU models Who this book is forThis book is for
data scientists, machine learning engineers, and AI developers who
want to build state-of-the-art deep learning models using Go.
Familiarity with basic machine learning concepts and Go programming
is required to get the best out of this book.
African Americans, Hispanics, and Native Americans represent 27
percent of the United States population, yet they constitute less
than 11 percent of nurses and 8 percent of physicians. In Racism in
Health Care: Alive and Well, author Marie Edwige Seneque discusses
how this long history of racism continues to shortchange the
national recruitment and retention of minority health care
providers which contributes to racial and ethnic health
disparities.
Racism in Health Care: Alive and Well dismantles and examines
the many layers involved in the complex health care system
including physician attitude, nursing in the twenty-first century,
the lack of cultural competence, and the belief that the "r" word
should remain unspoken.
During extensive research, Seneque, a registered nurse,
compiled already existing data regarding racial and ethnic
disparities. She communicates her findings in a simplified,
easy-to-read format. In Racism in Health Care: Alive and Well, she
exposes the glaring disparities for minorities in the health care
delivery system and why racism is alive and well in the United
States.
African Americans, Hispanics, and Native Americans represent 27
percent of the United States population, yet they constitute less
than 11 percent of nurses and 8 percent of physicians. In Racism in
Health Care: Alive and Well, author Marie Edwige Seneque discusses
how this long history of racism continues to shortchange the
national recruitment and retention of minority health care
providers which contributes to racial and ethnic health
disparities.
Racism in Health Care: Alive and Well dismantles and examines
the many layers involved in the complex health care system
including physician attitude, nursing in the twenty-first century,
the lack of cultural competence, and the belief that the "r" word
should remain unspoken.
During extensive research, Seneque, a registered nurse,
compiled already existing data regarding racial and ethnic
disparities. She communicates her findings in a simplified,
easy-to-read format. In Racism in Health Care: Alive and Well, she
exposes the glaring disparities for minorities in the health care
delivery system and why racism is alive and well in the United
States.
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