What skills do I need to be a data scientist?
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What is supervised learning?
Name some kinds of graphs and explain how you would build them in python or r.
What would you add to Facebook and how would you pitch it and measure its success?
How to install the ggplot2 package?
What are feature vectors?
What is a linear regression in data science?
What are apis used for?
Name commonly used algorithms.
Explain the differences between univariate and bivariate analysis?
Why L1 regularizations causes parameter sparsity whereas L2 regularization does not?
What is association analysis?
How will inspect missing data and when are they important for your analysis?
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