Explain the term binomial probability formula?
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Why do you need a for loop?
Please explain eigenvectors and eigenvalues?
What is the difference between supervised and unsupervised methods?
What is clustering? What is the difference between kmeans clustering and hierarchical clustering?
Do you prefer python or r for text analytics?
How do you treat outlier data?
Define the term cross-validation
What skills do I need to be a data scientist?
Explain survivorship bias?
Give some situations where you will use an SVM over a RandomForest Machine Learning algorithm and vice-versa?
How will you overcome overfitting in predictive models?
Name some kinds of graphs and explain how you would build them in python or r.
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