Step-by-Step Guide to Performing SMOTE | SMOTE Theory and Application

In this video, I will walk you through the process of performing SMOTE (Synthetic Minority Over-sampling Technique) step by step. You will learn how to apply SMOTE to tackle class imbalance in machine learning datasets, along with a detailed explanation of the theory behind it. Whether you're a beginner or looking to brush up on your skills, this tutorial will help you understand both the concept and implementation of SMOTE effectively. #SMOTE #MachineLearning #DataScience #ImbalancedData #DataPreprocessing #ArtificialIntelligence #SMOTETutorial #Oversampling #DataBalancing #AI