Explain data preparation?
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Describe univariate, bivariate and multivariate analysis?
What is nosql? Name some examples of nosql databases.
Explain the role of activation function?
What is clustering? What is the difference between kmeans clustering and hierarchical clustering?
How do you treat multicollinearity and heteroscedasticity in regression?
Can you explain eigenvalue and eigenvector?
How can you deal with different types of seasonality in time series modelling?
What are limitations of DBSCAN?
How will you cut a circular cake into 8 equal pieces?
What do you know about autoencoders?
why is data cleaning important for analysis?
What motivates you to transition from academia to data science?
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