Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Autoencoders Explained Easily

Valerio Velardo - The Sound of AI via YouTube

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
This course explains autoencoders intuitively, covering encoders, decoders, training, compression, deep and convolutional architectures, and latent spaces. It also introduces applications including data generation, denoising, and anomaly detection.

Syllabus

Intro
Key idea in autoencoders
Encoder
PCA vs Encoders
Decoder
Training autoencoders
Optimal autoencoder
Deep Autoencoder
Deep Convolutional Autoencoder
What's the point of compression/decompression?
Autoencoder applications
Generation with autoencoders
Denoising with autoencoders
Anomaly detection with autoencoders
Coming next

Taught by

Valerio Velardo - The Sound of AI

Reviews

Start your review of Autoencoders Explained Easily

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.