Questions based on my earlier projects; focusing on all disciplines of Machine Learning. Case Scenarios where I needed to tell them a solution to the problem.
Associate Data Scientist Interview Questions
500 associate data scientist interview questions shared by candidates
How would you analyze a Wikipedia dataset to identify relationships between structured data and graph data?
What part of the data science process do you enjoy the most?
For the short games: move a ball through a maze, solve simple math equations in rapid succession, etc.
Some statistical hypothesis testing related question.
Role Play: you have make a presentation for non-technical audience about flight delay data and answer some basic questions. you have a choice to choose between LR and DT models so make sure you know how to interpret model's result. you have 15 mins to prepare your presentation and then 15 minutes to present.
On seeing the internship that I had done in a similar domain, I was asked most questions related to that itself. For example, what machine learning algorithms did you use for classification during you project (+ how each algorithm does classification)? How did you collect and preprocess the dataset (mainly about normalization)?
They asked me mostly about machine learning concepts.
Mainly questions related to the take home assignment. Some general questions about ML.
Specific experience with causal inference methods, especially casual machine learning.
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