SMOTE -explained using a farmer story, balancing an imbalanced dataset made easy! скачать в хорошем качестве

SMOTE -explained using a farmer story, balancing an imbalanced dataset made easy!

Ever heard about a farmer balancing eggs? 🥚🐔 In this fun and engaging video, we explain SMOTE (Synthetic Minority Oversampling Technique) using a simple farmer’s story. ✅ A farmer with too many white eggs and not enough brown eggs (just like imbalanced data!). ✅ How synthetic eggs (or data points!) help solve the problem. ✅ Visual explanations with column charts, cubes, and scatter plots. 🎯 By the end, you’ll understand how SMOTE works and how it balances datasets to improve machine learning performance. 🔔 Don’t forget to LIKE, SHARE, and SUBSCRIBE for more stories and tutorials on data science and machine learning. #SMOTE #MachineLearning #DataScience #ImbalancedData #SyntheticData #AI #DataVisualization #Oversampling #MinorityClass #MajorityClass #MLAlgorithms #DataBalancing #ScatterPlot #ColumnChart #AIExplained #MachineLearningTips #SMOTETutorial #BalancedData #MLBasics #ArtificialIntelligence