Python for Machine Learning - The Complete Beginners Course - What Is Entropy?

Python for Machine Learning - The Complete Beginners Course - What Is Entropy?

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Information Technology (IT), Architecture, Science

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Hard

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The video tutorial explains the concept of entropy, which measures uncertainty or randomness in data. It uses examples like a fair coin toss and a double-headed coin to illustrate high and zero entropy, respectively. The tutorial also discusses how decision trees utilize entropy to select parameters with high certainty, thereby reducing uncertainty in predictions.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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