Random Search | Hyperparameter Optimization

In this video, you will learn how to efficiently select hyperparameters using Random Search. We explain how Random Search differs from Grid Search, its advantages in exploring high-dimensional spaces, and why it's especially effective for continuous hyperparameters. We dive into key concepts like the Low Effective Dimension and how Random Search optimizes model performance. Want to learn more? Check out our course: https://www.trainindata.com/p/hyperparameter-optimization-for-machine-learning