Encoder, Bottleneck & Decoder
Squeeze data through a latent space.
Meet the Autoencoder
An autoencoder learns to copy its input to its output. The trick is forcing the data through a tiny middle, so it must learn what truly matters.
The Encoder Compresses
The encoder takes your input and squeezes it down into a small set of numbers. Think of it as packing a suitcase: only the essentials fit.
All lessons in this course
- Encoder, Bottleneck & Decoder
- Denoising Autoencoders
- Variational Autoencoders & the Latent Space
- Anomaly Detection by Reconstruction Error