How do you build a custom function in python or r?
What will you do if removing missing values from a dataset cause bias?
Now companies are heavily investing their money and time to make the dashboards. Why?
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.
Explain auto-encoder
How often should an algorithm be updated?
Discuss linear regression?
Explain unsupervised learning?
What is back propagation?
Explain how to merge data frames in R?
How do you treat missing values during analysis?
Explain the goal of a/b testing?
How does data cleaning plays a vital role in the analysis?
On rolling a dice if you get $1 per dot on the upturned face,what are your expected earnings from rolling a dice?
What is data science? Also, list the differences between supervised and unsupervised learning.