Glossary · Phase 2 · Math, when you need it
Gradient descent
Improving a model by taking small steps in the direction that lowers the error the most, over and over.
Learn it properly
Optimization by walking downhill · Repeatedly step against the gradient to find a minimum. About 30 minutes.