Data Science and Machine Learning (Theory and Projects) A to Z - Probability Model: Probability Models BayesRule

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Information Technology (IT), Architecture
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University
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Hard
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7 questions
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1.
OPEN ENDED QUESTION
3 mins • 1 pt
What is Bayes rule and how is it significant in machine learning?
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2.
OPEN ENDED QUESTION
3 mins • 1 pt
Explain the relationship between conditional probability and Bayes rule.
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3.
OPEN ENDED QUESTION
3 mins • 1 pt
Describe the components involved in the Bayes classifier.
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4.
OPEN ENDED QUESTION
3 mins • 1 pt
How does the law of total probability relate to Bayes rule?
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5.
OPEN ENDED QUESTION
3 mins • 1 pt
What are the differences between generative and discriminative modeling?
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6.
OPEN ENDED QUESTION
3 mins • 1 pt
What is the importance of understanding probability theory in machine learning?
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7.
OPEN ENDED QUESTION
3 mins • 1 pt
How will the concepts learned so far be applied to random variables?
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