Recurrent Neural Networks with Python Quick Start Guide
Sequential learning and language modeling with TensorFlow
| Price | $29.99 - $45.13
|
| Rating |   |
| Author | Simeon Kostadinov |
| Publisher | Packt Publishing |
| Published | 2018 |
| Pages | 122 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 1789132339 |
| ISBN-13 | 9781789132335 |
Developers struggle to find an easy-to-follow learning resource for implementing Recurrent Neural Network (RNN) models. RNNs are the state-of-the-art model in deep learning for dealing with sequential data. From language translation to generating captions for an image, RNNs are used to continuously improve results. This book will teach you the fundamentals of RNNs, with example applications in Python and the TensorFlow library. The examples are accompanied by the right combination of theoretical knowledge and real-world implementations of concepts to build a solid foundation of neural network modeling.
Your journey starts with the simplest RNN model, where you can grasp the fundamentals. The book then builds on this by proposing more advanced and complex algorithms. We use them to explain how a typical state-of-the-art RNN model works. From generating text to building a language translator, we show how some of today's most powerful AI applications work under the hood.
After reading the book, you will be confident with the fundamentals of RNNs, and be ready to pursue further study, along with developing skills in this exciting field.
- Simeon Kostadinov
3 5 3
Similar Books
by Rajdeep Dua, Manpreet Singh Ghotra
Keras has quickly emerged as a popular deep learning library. Written in Python, it allows you to train convolutional as well as recurrent neural networks with speed and accuracy.The Keras Deep Learning Cookbook shows you how to tackle different problems encountered while training efficient deep learning models, with the help of the popul...
Price: $34.99 | Publisher: Packt Publishing | Release: 2018
Deep Learning for Natural Language Processing
by Palash Goyal, Sumit Pandey, Karan Jain
Discover the concepts of deep learning used for natural language processing (NLP), with full-fledged examples of neural network models such as recurrent neural networks, long short-term memory networks, and sequence-2-sequence models.You'll start by covering the mathematical prerequisites and the fundamentals of deep learning and NLP...
Price: $31.93 | Publisher: Apress | Release: 2018
Deep Learning with PyTorch Quick Start Guide
by David Julian
PyTorch is extremely powerful and yet easy to learn. It provides advanced features, such as supporting multiprocessor, distributed, and parallel computation. This book is an excellent entry point for those wanting to explore deep learning with PyTorch to harness its power.This book will introduce you to the PyTorch deep learning library a...
Price: $29.99 | Publisher: Packt Publishing | Release: 2018
by Ryan Irelan
Whether you're building a small site or a large corporate undertaking, ExpressionEngine is becoming the tool of choice. With this Quick-Start Guide, you'll get hands-on experience with ExpressionEngine 2 by building a complete web site from start to finish. You'll learn techniques and best practices for customizing and opti...
Price: $5.70 | Publisher: The Pragmatic Programmers | Release: 2010
Natural Language Processing with Python Quick Start Guide
by Nirant Kasliwal
NLP in Python is among the most sought after skills among data scientists. With code and relevant case studies, this book will show how you can use industry-grade tools to implement NLP programs capable of learning from relevant data. We will explore many modern methods ranging from spaCy to word vectors that have reinvented NLP.The book ...
Price: $29.99 | Publisher: Packt Publishing | Release: 2018
Team Foundation Server 2012 Starter
by Jakob Ehn, Terje Sandstrom
Team Foundation Server 2012 is Microsoft's leading ALM tool, integrating source control, work item and process handling, build automation, and testing.This practical "Team Foundation Server 2012 Starter Guide" will provide you with clear step-by-step exercises covering all major aspects of the product. This is essen...
Price: $19.99 | Publisher: Packt Publishing | Release: 2012
Artificial Neural Networks with Java
by Igor Livshin
Use Java to develop neural network applications in this practical book. After learning the rules involved in neural network processing, you will manually process the first neural network example. This covers the internals of front and back propagation, and facilitates the understanding of the main principles of neural network processing. ...
Price: $13.62 | Publisher: Apress | Release: 2019
by J. Ayen Green
Drupal is a powerful content management platform, flexible enough to accommodate almost any content requirements. This flexibility comes with a cost: complexity. Drupal 8 Quick Start Guide will clear your path from installation to a building usable site in minutes, and to a customized site in one sitting.You will begin with installation o...
Price: $29.99 | Publisher: Packt Publishing | Release: 2018