Introduction: Cross-validation is a crucial aspect of the data science workflow, playing a pivotal role in model evaluation, validation techniques, hyperparameter tuning, and managing the bias-variance tradeoff. In this comprehensive guide, we will delve into the intricacies of cross-validation, exploring its importance and various techniques. What is Cross-Validation? Cross-validation is…