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Considering your experience with data analysis and client buying behaviors, can you walk me through how you would make predictions around whether future clients would purchase a certain software? What pieces of information would be important to include in your dataset?

What does bootstrapping entail, and is it an effective strategy for increasing sample size?

What have you learned from a recent failure? How has this failure helped you to become a better Data Scientist?

Could you tell me about a community you are passionate about? If given the chance, how would you contribute?

Can you walk me through your approach to reducing residuals in your statistical models?

Could you discuss the dissimilarities between Ridge and Lasso?

Please tell me about the role of CNNs and where they are typically applied.

What factors do you consider when selecting the value of "k" in the K-means algorithm?

What does the term 'embedding' signify in AI?

Tell me about a time when you mentored someone