What do you know about autoencoders?
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Explain about the box cox transformation in regression models?
What is the role of the activation function?
Explain types of clustering algorithm?
Explain collaborative filtering
How can you decide if one algorithm is better than the other?
What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
A jar has 1000 coins, of which 999 are fair and 1 is double headed. Pick a coin at random, and toss it 10 times. Given that you see 10 heads, what is the probability that the next toss of that coin is also a head?
How do you define data science?
How decision tree algorithm is different from the random forest algorithm?
A test has a true positive rate of 100% and 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?
What are the time series algorithms?
Are the expected value and mean value different?
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