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What does a Random Forest Algorithm do? | Random Forest explained | Must watch
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👉 Random Forest is a widely-used machine learning algorithm developed by Leo Breiman and Adele Cutler.
👉 This algorithm combines the output of multiple decision trees to reach a single result.
👉 Its ease of use and flexibility have fueled its adoption, as it handles both classification and regression problems.
👉 In this article, we will understand how random forest algorithm works
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✅ Generative AI: A Way of Life by Analytics Vidhya
✅ Applied AI Professional Certificate by IBM
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Courses for Professionals 🔥
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✅ GenAI Pinnacle Program by Analytics Vidhya
✅ Designing and Building AI Products and Services by Massachusetts Institute of Technology (MIT)
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Additional Resources 🔥
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Tags
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#RandomForestAlgorithm
#DecisionTrees
#MachineLearningExplanation
#CollegeCourseSelection
#AlgorithmInSimpleTerms
#EnsembleLearning
#DataScienceExplained
#PredictiveModeling
#AlgorithmicDecisionMaking
#ChoosingCollegeMajor
#BalancedDecisionMaking
#StudentAdvice
#AIinEducation
#AlgorithmExplanation
#EducationalTechnology
#CareerDecisionMaking
#AlgorithmicPredictions
#AIinStudentLife
#MachineLearningConcepts
#StudentGuidanceTips
👉 This algorithm combines the output of multiple decision trees to reach a single result.
👉 Its ease of use and flexibility have fueled its adoption, as it handles both classification and regression problems.
👉 In this article, we will understand how random forest algorithm works
----------------------------------------
Courses for Beginners 🔥
-----------------------------------------
✅ Generative AI: A Way of Life by Analytics Vidhya
✅ Applied AI Professional Certificate by IBM
--------------------------------------------
Courses for Professionals 🔥
---------------------------------------------
✅ GenAI Pinnacle Program by Analytics Vidhya
✅ Designing and Building AI Products and Services by Massachusetts Institute of Technology (MIT)
---------------------------------------------------------
Analytics Vidhya Community ❤️
---------------------------------------------------------
----------------------------------------
Additional Resources 🔥
----------------------------------------
-----------
Tags
-----------
#RandomForestAlgorithm
#DecisionTrees
#MachineLearningExplanation
#CollegeCourseSelection
#AlgorithmInSimpleTerms
#EnsembleLearning
#DataScienceExplained
#PredictiveModeling
#AlgorithmicDecisionMaking
#ChoosingCollegeMajor
#BalancedDecisionMaking
#StudentAdvice
#AIinEducation
#AlgorithmExplanation
#EducationalTechnology
#CareerDecisionMaking
#AlgorithmicPredictions
#AIinStudentLife
#MachineLearningConcepts
#StudentGuidanceTips
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