Build Deeper: The Path to Deep Learning - Softcover

Amaratunga, Thimira

Softcover

ISBN 10: 1793223017 ISBN 13: 9781793223012

Publisher: Independently published, 2019

Synopsis

New 2019 Edition!

Build Deeper is a complete and practical guide that can help you take the first few steps in deep learning. It will guide you step-by-step, from understanding the basic concepts, to building your first practical application.

It covers:

• What Deep Learning is, and where it fits with Artificial Intelligence and Machine Learning.
• How Deep Learning came to be, its predecessors, and the path it took to evolve into what it is today.
• The important milestones it has passed through the years, and the impact they had on the field.
• What tools are available for us to learn and build deep learning applications, and how to set them up: Python, TensorFlow, Theano, Keras, and more, on any OS of your choosing: Windows, Linux, or Mac OS.
• Building our first simple deep learning model.
• The internal workings of a deep learning model.
• Using more advanced topics such as Data Augmentation, Transfer Learning, Bottleneck Features, and Fine Tuning to build a practical deep learning application.
• Getting started with Computer Vision.

All you need now is a little enthusiasm … who knows where it will take you!

Go a little deeper to discover …

Edition details

• Publisher: Independently published
• Publication date: 2019
• Language: English
• ISBN 10: 1793223017
• ISBN 13: 9781793223012
• Binding: Paperback
• Number of pages: 271