Ravichandiran Hands-On Deep Learning Algorithms with Python

Master deep learning algorithms with extensive math by implementing them using TensorFlow
1. Auflage 2019
ISBN: 978-1-78934-451-6
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 512 Seiten

No detailed description available for "Hands-On Deep Learning Algorithms with Python".

Autoren/Hrsg.

Ravichandiran, Sudharsan

Fachgebiete

• Mathematik | Informatik EDV | Informatik Technische Informatik Hardware: Grundlagen und Allgemeines
• Mathematik | Informatik EDV | Informatik Angewandte Informatik Bioinformatik
• Naturwissenschaften Biowissenschaften Angewandte Biologie Bioinformatik

Inhaltsverzeichnis

Table of Contents - Introduction to Deep Learning
- Getting to know Tensorflow
- Gradient Descent and its variants
- Generating song lyrics using RNN
- Improvements to the RNN
- Demystifying Convolutional networks
- Representation learning using word embeddings
- Generative adversarial networks
- More About GANs
- Autoencoders
- Few shot learnings

Über Autor(innen)

Ravichandiran Sudharsan:

Sudharsan Ravichandiran is a data scientist and artificial intelligence enthusiast. He holds a Bachelors in Information Technology from Anna University. His area of research focuses on practical implementations of deep learning and reinforcement learning including natural language processing and computer vision. He is an open-source contributor and loves answering questions on Stack Overflow.