How is true positive rate and recall related? Write the equation.
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What is back propagation and explain it’s working.
How can you compare a neural network that has one layer, one input and output to a logistic regression model?
A test has a true positive rate of 100% and a false-positive rate of 5%. There is a population with a 1/1000 rate of having the condition the test identifies. Considering a positive test, what is the probability of having that condition?
Implement a sorting algorithm for a numerical dataset in Python.
How will you check if an element 25 is present in a vector?
Are expected value and mean value different?
What are the time series algorithms?
Which technique will you use to compare the performance of two back-end engines that generate automatic friend recommendations on Facebook?
Give a large dataset, find the median.
You are at a Casino. You have two dices to play with. You win $10 every time you roll a 5. If you play till you win and then stop, what is the expected pay-out?
What are the steps involved in analytics projects?
What is meant by classical ANOVA?
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