Differentiate between univariate, bivariate and multivariate analysis?
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How to determine the number of clusters in k-means clustering algorithm?
Count the total number of trees in United States.
Different between overfitting and underfitting?
What is logistic regression in data science?
What is the 80/20 rule? Explain its importance in model validation?
What is the difference between Stack and Queue
Explain Examples of Data Science?
What does Machine Learning mean for the Future of Data Science?
How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
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 is bias – variance tradeoff?
Define boltzmann machine
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