About this book
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.
mathematical foundation and scientific knowledge to pursue research in this field and give back to the community.
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
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
Machine Learning Deep Learning Python TensorFlow Image Processing Audio Processing Convolutional Neural networks Boltzmann Deep Learning Architectures Natural Language Processing Autoencoders IPython
- DOI https://doi.org/10.1007/978-1-4842-3096-1
- Copyright Information Santanu Pattanayak 2017
- Publisher Name Apress, Berkeley, CA
- eBook Packages Professional and Applied Computing
- Print ISBN 978-1-4842-3095-4
- Online ISBN 978-1-4842-3096-1
- Buy this book on publisher's site