Python for Machine Learning - The Complete Beginners Course - Introduction to Decision Trees

Python for Machine Learning - The Complete Beginners Course - Introduction to Decision Trees

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial explains the decision tree technique, a supervised machine learning method that splits data based on parameters to form a tree with decision and leaf nodes. It describes the learning algorithm, which involves selecting features and segmenting data based on their importance. The tutorial also introduces criteria like entropy used in decision-making processes.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the learning algorithm of a decision tree.

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What is entropy and how is it used in decision trees?

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