Deep learning and machine learning questions
Machine Learning Research Engineer Interview Questions
1,816 machine learning research engineer interview questions shared by candidates
Q: About My Experience and Resume Q: Take Home exam
First round was a simple NLP case about output rating. Second round was a coding problem. Coding itself was not hard, but they will ask some statistics questions to you to prove the correctness of your code. Third round was a panel interview primarily to talk about your experience. They might also ask you to explain ML term to business people. The last round was a total mess, they send out very loose guidelines and case scenario prior to the interview, and I prepared for a complete wrong direction.
ML practical questions in terms of data collection
Difference between linear and logarithmic regression and all the questions were related to projects
- What is the maximum sum of values in a list without using any adjacent values? - Given a 2D matrix of 1's and 0's, identify the number of islands present, where an island is a group 1's surrounded on all sides by either the matrix edge or 0's, while diagonal touching counts as a separate island
Talk about the projects that you have implemented.
What is decision tree and what is entropy?
- CNN classifier with a messy db of images - Logic questions - CSV manipulations
Please provide 1-3 links of written work that you feel are a strong demonstration of your work as an Engineer. This can be a blog post, technical paper, design document, presentation, block comment from one of the projects mentioned above, etc. If this is proprietary in nature, please describe it instead.
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