In your resume, please explain why you choose these approaches?
Data Management Interview Questions
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Behavioral questions and technical assessment based on Resume
What is the difference between ETL and ELT?
Where do you see yourself in 5 years?
How have you demonstrated your communications skills in previous roles?
what are your weaknesses and strenghes?
How do you handle conflict
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.
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