Ms. Smith

Gradient descent finally has a lab session.

Predict first, run the experiment, then rebuild the idea from evidence when the bench proves you wrong.

One guided lesson · 20 min

Optimization Canyon

Explore why a learning rate that works on one loss surface can zigzag, stall, or diverge on another.