Intermediate28 min
SGD and Mini-Batching
Batch, stochastic and mini-batch gradient descent, batch-size effects, and the noise-as-regulariser view.
Assumes you know
Not yet written
This lesson is on the syllabus but has no text yet
The full curriculum is published up front so you can see the whole route and its dependencies. Lessons are being written in curriculum order.
What it will cover
- SGD
- mini-batch
- epoch
- batch size