What it means for a model to learn, plus loss and gradient descent. The intuition before any algorithm, capped by a hands-on checkpoint. Free.
BeginnerAbout 1 hours3 lessonsFree
What you will learn
What learning means for a model
Loss and gradient descent, animated
Curriculum
1
Foundations and intuition
2 lessonsFree preview
What learning means for a modelPreview7m
Loss and gradient descent, animatedPreview10m
2
Hands-on checkpoint
1 lessons
Checkpoint: train and evaluate a classifier on Palmer Penguins20m
Hands-on checkpoint
Every course ends with a Colab task you complete yourself. Our Gemini-assisted review gives feedback and points you to what to fix, it coaches you, it does not do it for you. This course uses the checkpoint dataset.