Deep Learning for Beginners
A beginner's guide to getting up and running with deep learning from scratch using Python
Publisher:Packt Publishing Limited
By: Pablo Rivas and Dr. Pablo Rivas
Paid access
|Oct 2020
Table of Contents
- Introduction to Machine Learning
- Setup and Introduction to Deep Learning Frameworks
- Preparing Data
- Learning from Data
- Training a Single Neuron
- Training Multiple Layers of Neurons
- Autoencoders
- Deep Autoencoders
- Variational Autoencoders
- Restricted Boltzmann Machines
- Deep and Wide Neural Networks
- Convolutional Neural Networks
- Recurrent Neural Networks
- Generative Adversarial Networks
- Final Remarks on The Future of Deep Learning
PDF ISBN: 978-1-83864-758-2
Publisher: Packt Publishing Limited
Copyright owner: © 2020 Packt Publishing Limited
Publication date: 2020
Language: English
Pages: 432
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