How is random forests different from decision trees?
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Name some packages in r and python for building regression models.
What devices or tools help you most as a data scientist?
A disc is spinning on a spindle and you don't know the direction in which way the disc is spinning. You are provided with a set of pins.How will you use the pins to describe in which way the disc is spinning?
What is the 80/20 rule?
What do you mean by cluster sampling and systematic sampling?
What do you understand by bias, variance trade-off?
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 do you understand by the lattice package?
Can you explain the difference between a Test Set and a Validation Set?
Define the term deep learning?
What do you mean by the term linear regression?
How will inspect missing data and when are they important for your analysis?
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