I was handed a large amount of customer research survey data and told "go do some analysis". The job description mentioned NLP but I wasn't given any text, just yes/no/Likert-style survey responses.
Data Manager Interview Questions
2,488 data manager interview questions shared by candidates
In your resume, please explain why you choose these approaches?
Generic Data insights related questions
What is the difference between ETL and ELT?
Where do you see yourself in 5 years?
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.
How to handle multiple request from different level of seniority "clients"
Viewing 2281 - 2290 interview questions