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Data Science Manager Interview Questions
330 data science manager interview questions shared by candidates
Why do you want to join P&G and move to Cincinnati?
What was your previous role? Explain a challenging project. Any conflict with the employees, how did you manage?
Interview part 2 - Pick 3 words from a list and explain them to an audience who does not know data science. Word list included Machine learning Variance Version control Command line
Technical interview Part 1 - General Data science - Google Colab notebook - Install packages (pandas, numpy, matplotib) - Download and import dataset (bike share company dataset) - Provide a sample of the data - Show a summary of the dataset. Be able to explain datatypes - Explain interquartile ranges - Extract distribution of a single column - Create a chart with this data - Describe the distribution of data - Describe correlation coefficient Part 2 - Machine Learning - View a machine learning model and explain how it works - View code for linear regression and be able to explain the math behind it.
How does a decision tree work? Describe in detail.
How does AmEx make money? What are AmEx's expenses?
What is the biomedical research question that keeps you up at night? How would you go about solving it?
Q: Design the marketplace from the engineering standpoint and some questions about each component.
1. How many DS projects worked till date. 2. What is confusion matrix. 3. What is correlation. 4. Have you worked in marketing/sales?
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