background, research history, and interest
Applied Scientist Interview Questions
1,182 applied scientist interview questions shared by candidates
First round was a business case in their real work scenario, supposed to have a good framwork to work on this type of case study. Second round was about general tools concepts on my resume. The interviewers were really nice, but they didn't seem to test out best of my knowledge?
To describe my current project in simple terms.
What is the closed-form solution of linear regression, when is it better to use gradient descent? Time complexity of matrix inversion?
what is the most innovative things you did in your project.
The Optimizer comparison and the usage details.
System Design (Science Application): Summarize product reviews with key concepts
Tree level order traversal
On site consisted of five sessions. Coding, behavioral, ML design, general ML, in-depth ML. One interesting thing is that behavioral questions were also been asked in coding or other sessions. Coding question was about Trie with medium difficulty. General ML questions requested me to explain ML algorithms which I have used in the work. And gave me simple example problem and asked how to solve (which algoithm).
Overfitting, Image Matching, Reverse LinkedList
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