What would you do to summarize a Twitter feed?
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Please explain the role of data cleaning in data analysis.
What is advantage of using apply family of functions in r? How do you use lambda in python?
What is the roc curve?
Differentiate between supervised and unsupervised learning?
Now companies are heavily investing their money and time to make the dashboards. Why?
What is selection bias and why does it matter?
Can you define convex hull?
What is the central limit theorem and why is it important?
What is the best programming language to use in data science?
Name three types of biases that can occur during sampling?
What are requirements for clustering?
You created a predictive model of a quantitative outcome variable using multiple regressions. What are the steps you would follow to validate the model?
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