1. Explain how to handle missing values
Data Science Manager Interview Questions
40,382 data science manager interview questions shared by candidates
When to care about bias and how to control variance in your data?
Tell me about yourself? What models and programming languages are you familiar with? Tell me when you managed to solve a dispute with your collegues and managed to get along everyone on a single soloution?
You're building a presentation based on someone else's general EDA. Which of these graphs/metrics would you include?
Differentiate between univariate, bivariate, and multivariate analysis.
Basic machine learning model diagnostics
Tell me about yourself, given a problem - write the code in Python on the board, case study on a hypothetical company.
More about ML algorithms like KNN, Random forest, DT, Neural net, Reinforcement Learning, cloud related questions like AWS s3, Databricks etc.
How do you minimize overfitting?
What is the process of conducting a data analysis?
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