What is random forests?
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What are disadvantages of bootstrap development?
Name some kinds of graphs and explain how you would build them in python or r.
What are an eigenvalue and eigenvector?
Which laptop is best for data analysis?
How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
What data structures are available in the Pandas package in Python programming language?
How is bagging different from boosting?
Explain the benefits of using statistics by data scientists
How will you define the number of clusters in a clustering algorithm?
Discuss artificial neural networks
Explain survivorship bias?
What packages are used for data mining in python and r?
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