take home assignment to build model.
Data Scientist Machine Learning Interview Questions
131 data scientist machine learning interview questions shared by candidates
How do you develop ML models to handle acronyms so that mlk and milk can convey the same meaning?
Leetcode two-sum probel. (EASY) Asked me to calculates size of CNN kernels based on desired outputs.
What's your favorite algorithm?
Given a set of real numbers, group them.
What were some of the Deep Learning architectures you have developed and why?
Had an HR round and then a technical round where we talked about projects and then a case study. The issue is that the case study is a tough problem that they are dealing with; that is, something they have a whole team dedicated to and have been thinking about for months to years. Yet you are supposed to solve it in just a few minutes! So it really is not a fair assessment but that's how all tech interviews are today. One thing was the interviewer kept interrupting and didn't let me finish so I just figured he was trying to drive me toward to a set of exploratory questions on the case study. I did answer every question but got turned down.
Are you familiar with Jupiter Notebook?
Derive the formula for variance of a uniform distribution.
The recruiter asked me about what areas am I interested in and what are the salary ranges I am looking for.
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