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

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Mathematics
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11th - 12th Grade
•
Hard
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7 questions
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1.
OPEN ENDED QUESTION
3 mins • 1 pt
How does the probability of A given B relate to the independence of A and B?
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2.
OPEN ENDED QUESTION
3 mins • 1 pt
How does the concept of independence relate to the intersection of events A and B?
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3.
OPEN ENDED QUESTION
3 mins • 1 pt
What can we conclude about the relationship between events A and B if A does not depend on B?
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4.
OPEN ENDED QUESTION
3 mins • 1 pt
What is the significance of the statement 'if A does not depend upon B, then B does not depend upon A'?
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5.
OPEN ENDED QUESTION
3 mins • 1 pt
Explain the concept of conditional independence as discussed in the video.
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6.
OPEN ENDED QUESTION
3 mins • 1 pt
Describe a scenario where two events are dependent but become independent when conditioned on another event.
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7.
OPEN ENDED QUESTION
3 mins • 1 pt
What role does conditional independence play in classification schemes, particularly in machine learning?
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