1) How to approximate pi using Monte Carlo? 2) What is the objective function of a neural network for classification and regression problems? 3) What are the different ML problems?
Applied Scientist Interview Questions
1,167 applied scientist interview questions shared by candidates
Describe your favorite project and then questions related to that project.
LC easy-medium + ml basics
1. What projects are you working on? 2. Explain one of your ongoing projects and your contribution to it. 3. How many lines of code have you written in various programming languages like C++, Python, etc.
An annoying leetcode medium problem on a laptop
Describe your research experiences; Describe your career plan
The recruiter asked about my background in machine learning and why I am want to switch from academia (currently finalizing my PhD thesis) to the industry. Particularly, why at Amazon.
Machine learning, coding and behavior questions.
Describe an experience of you cooperating with your colleagues to solve a difficult challenging problem.
Breadth - generative models, loss functions, tokenizers, LLMs, convolutions, residuals Depth - my research, applications and relation to other fields Math - implement SGD for a problem (derive gradients, update, momentum etc.). Derive closed-form solution to this problem.
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