Machine Learning, Bayesian Optimization, Comet, Hyperparameter Tuning.
While various techniques exist, such as grid search and random Search, Bayesian Optimization is more efficient and effective. This article explores the intricacies of hyperparameter tuning using Bayesian Optimization. We'll cover the basics, why it's essential, and how to implement it in Python.