What is Learning Rate?

The learning rate is a hyperparameter that controls how much model parameters change with each optimization step. Too high causes overshooting; too low causes slow convergence. Choosing the right learning rate is crucial for successful training.

Related Concepts

Gradient Descent Stochastic Gradient Descent Adam Optimizer Hyperparameter

Ready to master Learning Rate?

Interactive lesson with visualizations and practice problems

Start Learning

Part of the Learning Rate lesson in Mathematics Foundations

Preparing your journey

Quantato

Interactive Learning