Neural Networks with Keras Cookbook will take you from the basics of neural networks to advanced implementations of architectures using a recipe-based approach. We will learn about how neural networks work and the impact of various hyper parameters on a network’s accuracy along with leveraging neural networks for structured and unstructured data. (Limited-time offer)
Table of Contents
- Building a Feedforward Neural Network
- Building a Deep Feedforward Neural Network
- Applications of Deep Feedforward Neural Networks
- Building a Deep Convolutional Neural Network
- Transfer Learning
- Detecting and Localizing Objects in Images
- Image Analysis Applications in Self-Driving Cars
- Image Generation
- Encoding Inputs
- Text Analysis Using Word Vectors
- Building a Recurrent Neural Network
- Applications of a Many-to-One Architecture RNN
- Sequence-to-Sequence Learning
- End-to-End Learning
- Audio Analysis
- Reinforcement Learning
Download Free PDF / Read Online
Author(s): V Kishore Ayyadevara
Publisher: Packt Publishing
Published: February 2019
Format(s): Online
File size: –
Number of pages: 368
Download / View Link(s): This offer has ended.
Free as of 08/08/2023
Publisher: Packt Publishing
Published: February 2019
Format(s): Online
File size: –
Number of pages: 368
Download / View Link(s): This offer has ended.
Free as of 08/08/2023