How and by what methods data visualizations can be effectively used?
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Why data cleaning plays a vital role in the analysis?
Explain principal components analysis with equations.
Define the term cross-validation
How is true positive rate and recall related? Write the equation.
Explain reinforcement learning.
During analysis, how do you treat missing values?
How can you reduce bias in a given data set?
What is the best programming language to use in data science?
For linear regression, what are some of the assumptions a data scientist is most likely to make?
Explain the role of activation function?
What is a random forest?
What is a jupyter notebook?
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