Completed
– Training → loss function
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Tools, Classification with Neural Nets, PyTorch Implementation
Automatically move to the next video in the Classroom when playback concludes
- 1 – Welcome!
- 2 – Typora
- 3 – Notion
- 4 – Lecture begins
- 5 – Draw.io and inference
- 6 – Neural nets training, classification
- 7 – Space-fabric stretching animation
- 8 – Drawing time! blackboard 2-100-2-5 diagram
- 9 – Training data
- 10 – Fully connected layer
- 11 – Inference
- 12 – Training → loss function
- 13 – Training → gradient descent & back-propagation
- 14 – PyTorch classification implementation with Jupyter notebook
- 15 – PyTorch 5-step training
- 16 – PyTorch regression implementation with Jupyter notebook
- 17 – Regression uncertainty estimation
