Pro Deep Learning with TensorFlow: A Mathematical Approach to Advanced Artificial Intelligence in Python
Deploy deep learning
solutions in production with ease using TensorFlow. You'll also develop the
mathematical understanding and intuition required to invent new deep learning
architectures and solutions on your own.
Pro Deep Learning with TensorFlow provides practical, hands-on expertise so you
can learn deep learning from scratch and deploy meaningful deep learning
solutions. This book will allow you to get up to speed quickly using TensorFlow
and to optimize different deep learning architectures.
All of the practical aspects of deep learning that are relevant in any industry
are emphasized in this book. You will be able to use the prototypes
demonstrated to build new deep learning applications. The code presented in the
book is available in the form of iPython notebooks and scripts which allow you
to try out examples and extend them in interesting ways.
You will be equipped with the mathematical foundation and scientific knowledge
to pursue research in this field and give back to the community.
What You'll Learn
·
Understand full
stack deep learning using TensorFlow and gain a solid mathematical foundation
for deep learning
·
Deploy complex deep
learning solutions in production using TensorFlow
·
Carry out research
on deep learning and perform experiments using TensorFlow
Who This Book Is
For
Data scientists and machine learning professionals, software developers,
graduate students, and open source enthusiasts
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