How can the outlier values be treated?
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Give some situations where you will use an SVM over a RandomForest Machine Learning algorithm and vice-versa?
Explain unsupervised learning?
What are data science and analytic?
You have two sorted array of integers, write a program to find a number from each array such that the sum of the two numbers is closest to an integer i.
Define standard deviation, mean, mode and median.
What are iterators in Python?
Can you cite some examples where both false positive and false negatives are equally important?
What is a document database?
What is the difference between data science, machine learning and artificial intelligence?
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.
What is a random forest?
What is random forests?
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