Explain the steps for a data analytics project
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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?
What exactly does a data scientist do?
What is random forests?
What is column storage? What is a document database?
What are recommender systems?
What is meant by sampling? Explain some sampling methods that you know?
What are requirements for clustering?
Differentiate between univariate, bivariate and multivariate analysis?
Can you write the formula to calculate r-square?
Name three disadvantages of using a linear model?
How do you treat colinearity?
What is correlation in R?
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