This video will help you to understand how we can make use of standard deviation for building Decision Tree algorithm for Regression problem. We will mathematically solve the regression problem. I have divided Decision Tree tutorial into several parts which will cover basic intuition, Classification problem solving & regression problem solving.
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Please find the previous Video link -
Decision Tree Classifier Part - 2 | NerdML : • Decision Tree Classifier with Decision Tre...
Decision Tree (Basic Intuition - Entropy, Gini Impurity & Information Gain) Part - 1 | NerdML : • Decision Tree (Basic Intuition - Entropy, ...
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Prerequisites
Basic understanding of Linear Algebra, Probability, Calculus, Matrix & Python programming including pandas, numpy, scikit learn & some visualization tools.
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Creator : Rahul Saini
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#DecisionTree, #DecisionTreeRegression, #NerdML, #MachineLearning, #Regression, #StandardDeviation, #Entropy, #Mathematics, CoefficientOfVariation, #Mean