Educational

Gradient Descent Valley

A contour-map valley reveals an optimization path stepping downhill toward a minimum.

Use cases

  • Explain how gradient descent finds a minimum
  • Teach loss landscapes in machine learning
  • Show iterative improvement toward a target

Tags

gradient descentoptimizationmachine learningaidata scienceloss functioncontour mapnumber planeimplicit functionminimumalgorithmtrainingmathscienceeducationexplainer

Palette

Related styles

More animations in Educational.