How Pearson Correlation Helps in Feature Selection with Mathematical Example! скачать в хорошем качестве

How Pearson Correlation Helps in Feature Selection with Mathematical Example!

The Pearson Correlation Coefficient measures the strength and direction of a linear relationship between two variables. In feature selection, it helps identify features that are strongly related to the target variable and remove features that are highly correlated with each other, improving model performance. --- Github Link: https://github.com/edumentordeepti/Fo... --- Chapter/TimeStamp 00:00 - intro 00:25 - what is correlation coefficient? 05:34 - what are the core concepts of correlation coefficient? 04:47 - what are key considerations of correlation coefficient? 12:16 - what is pearson coefficient? 14:10 - what is spearman rank? 22:44 - what is spurious correlation? 27:35 - outro --- Channel Link httpswww.youtube.com@EduMentorDeepti Complete AI and ML httpswww.youtube.complaylistlist=PLJHzgC_PCyXx3KWBK_P4hi_-BNEryZc2m Machine Learning httpswww.youtube.complaylistlist=PLJHzgC_PCyXytx6o8Rm62PR_qkQZC2t0g Data Science httpswww.youtube.complaylistlist=PLJHzgC_PCyXxe4v_H2iuC6hSWBfs6BsNJ Python for AI httpswww.youtube.complaylistlist=PLJHzgC_PCyXyLv-DeF4kpBFgrvHhWUm5j --- ✉️ Email Us – edofficialac@gmail.com --- #MachineLearning #DataScience #ArtificialIntelligence #FeatureSelection #VarianceThreshold #DimensionalityReduction #FeatureEngineering #DataPreprocessing #MachineLearningTutorial #LearnMachineLearning #PythonForDataScience #ScikitLearn #MLAlgorithms #DataScienceEducation #AIForBeginners #edumentordeepti #edumentor #deepti --- DISCLAIMER This video is created for educational purposes only. We do not own any copyrights, all code, resources shared are for learning only and all rights go to their respective owners. Please respect licenses and terms of use when implementing in your projects. The usage is non-commercial and we do not make any profit from it. The sole purpose of this vides is to Learn & Grow... together in the field of Artificial Intelligence and Machine Learning..