Can you define data reduction?
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How will you overcome overfitting in predictive models?
A certain couple tells you that they have two children, at least one of whom is a girl. What is the probability that they have two girls?
How are confidence intervals constructed and how will you interpret them?
What is association analysis?
Explain the importance of 80/20 rule in model validation?
In k-means or knn, we use euclidean distance to calculate the distance between nearest neighbors. Why not manhattan distance?
What is a generating function?
You have a bag with 6 marbles. One marble is white. You reach the bag 100 times. After taking out a marble, it is placed back in the bag. What is the probability of drawing a white marble at least once?
What does a data scientist do?
What is term Pearson’s Correlation Coefficient?
What is market basket analysis?
Why is data munging useful?
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