Ayyadevara / Unknown / Pradeep Neural Networks with Keras Cookbook

Over 70 recipes leveraging deep learning techniques across image, text, audio, and game bots
1. Auflage 2019
ISBN: 978-1-78934-210-9
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 568 Seiten

No detailed description available for "Neural Networks with Keras Cookbook".

Autoren/Hrsg.

Ayyadevara, V Kishore

Unknown,

Pradeep, Srinivas

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Neuronale Netzwerke
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmier- und Skriptsprachen

Inhaltsverzeichnis

Table of Contents - Building a neural network with Tensorflow and Keras
- Building a deep neural network
- Applications of deep feed forward neural networks
- Building a deep convolutional neural networ
- Transfer Learning
- Object detection and localization
- Applications of image analysis in self-driving car
- Image generation
- Encoding inputs
- Text analysis using word vectors
- Building a Recurrent neural Network
- Applications of many to one architecture based RNN
- Sequence to Sequence learning
- End to end learning
- Audio analysis
- Reinforcement learning

Über Autor(innen)

Ayyadevara V Kishore:

Kishore Ayyadevara is an entrepreneur and a hands-on leader working at the intersection of technology, data, and AI to identify and solve business problems. With over a decade of experience in leadership roles, Kishore has established and grown successful applied data science teams at American Express and Amazon, as well as a top health insurance company. In his current role, he is building a start-up focused on making AI more accessible to healthcare organizations. Outside of work, Kishore has shared his knowledge through his five books on ML/AI, is an inventor with 12 patents, and has been a speaker at multiple AI conferences.