Leetcode + LLM knowledge first a quick introduction from both sides then one medium level leetcode question followed by a lot of LLM related questions, also asked about projects on resume
Applied Scientist Interview Questions
1,167 applied scientist interview questions shared by candidates
Describe PCA , Regression, regression metrics, logistic regression, bias variance tradeoff, regularization techniques
Talk about your relevant experience
Equations for: SGD, Momentum, L1 and L2 loss, linear regression etc. Statistics deep dive: maximum likelihood estimates, hypothesis testing, PDF etc. Deep Learning: number of parameters in a model, coding Conv, MaxPool and embedding layer etc
Designing solutions to data questions from marketers.
one of the coding question is lc46
The interview questions are confidential
Leetcode question. ML sys design on paper
1, Self Introduction 2. Coding questions related to Linear regression, and basic ML
In which situations would you use different types of machine learning models, and what are some basic ideas behind transformers?
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