How would you build a system to rank the potential of a large group of sales contacts?
Lead Data Scientist Interview Questions
21,733 lead data scientist interview questions shared by candidates
What can you bring to the company??
They will show you a formula which could be part of many statistics and expect you to state with authority that it is a logistic regression, when it is not actually the logistic regression equation, it is a part of it....
automate the data science process
Q. Walk me through your current project, along with broad brush-stroke view of the code. Q. How many files your code is separated in, any OOP in it?
Why do you want to work with us?
A lot of psychological questions to see how well one is able to participate in a healthy team environment.
Data Science Questions
All questions in the on-site interview were based on possible improvement to the models that I had built. and were from these topics. 1. Dimensionality reduction (followed by using it) 2. Train multiple models on the dataset judiciously 3. Selecting the ideal metric for the dataset 4. From scratch ensemble learning on the dataset with pre-prepared models 5. Architectural questions and discussions on taxi service 6. How will you use LSTM for analysing time-series data 7. Time-series analysis to find outliers and trends
Describe a business problem that you solved with NLP.
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