Machine Learning Tutorial Python - 9 Decision Tree

codebasics · Beginner ·📊 Data Analytics & Business Intelligence ·7y ago

Want to map your data analysis process clearly? Try Wondershare EdrawMax ：https://event.wondershare.com/api/s/3Mj Decision tree algorithm is used to solve classification problem in machine learning domain. In this tutorial we will solve employee salary prediction problem using decision tree. First we will go over some theory and then do coding practice. In the end I've a very interesting exercise for you to solve. #MachineLearning #PythonMachineLearning #MachineLearningTutorial #Python #PythonTutorial #PythonTraining #MachineLearningCource #DecisionTree #sklearntutorials #scikitlearntutorial…

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Chapters (7)

How to solve classification problem using decision tree algorithm?

0:26 Theory (Explain rationale behind decision tree using a use case of predicting

2:10 How do you select ordering of features? High vs low information gain and entro

3:52 Gini impurity

4:28 Coding (start)

9:11 Create sklearn model using DecisionTreeClassifier

13:32 Exercise (Find out survival rate of titanic ship passengers using decision tre

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