Autoencoders

Open autoencoders.py in the class folder.

Follow along with the code in the directory ml-class / videos / autoencoder. For setup instructions, check our Getting Started page.

TOPICS

What is an autoencoder?
Compression algorithms
Denoising images

Course Overview

What is Machine Learning?

Getting Started

1. Build a Neural Network

2. Multilayer Perceptrons

3. Convolutional Neural Networks

4. Autoencoders

5. Sentiment Analysis

6. Recurrent Neural Networks

7. Text Generation

8. Text Classification

9. Long Short-Term Memory