Data Science and Machine Learning (Theory and Projects) A to Z - Optional Estimation: MAP

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Information Technology (IT), Architecture, Mathematics
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University
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Hard
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5 questions
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1.
OPEN ENDED QUESTION
3 mins • 1 pt
What is the main difference between MAP estimator and MLE estimator?
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2.
OPEN ENDED QUESTION
3 mins • 1 pt
Explain how parameters are treated in the context of MAP estimation.
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3.
OPEN ENDED QUESTION
3 mins • 1 pt
Describe the process of maximizing the product in MLE and how it differs in MAP.
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4.
OPEN ENDED QUESTION
3 mins • 1 pt
What is the expected value of the distribution in the context of MAP estimation?
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5.
OPEN ENDED QUESTION
3 mins • 1 pt
What role does regularization play in machine learning according to the text?
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