Leetcode question. ML sys design on paper
Applied Scientist Interview Questions
1,167 applied scientist interview questions shared by candidates
Problem Solving on Data structure and algorithm
Practise basic ML, DL, Neural network, basics should be clear, DSA practise - Leetcode easy/medium. Be a good person for behavioural questions.
ML basics, NLP, Leetcode, behavioral
* ML Basics, Past projects walk through, DSA
Talk about your relevant experience
1. How would you design a pipeline for a dataset comprises students, class and scores
- Tell me why you're interested in this domain. - Tell me about relevant projects you've done in this domain. - What implications would a multi-modal generative AI tool have (compared to a unimodal one) and how would you go about mitigating its biases. - Case Study: A company wants to use an AI tool to summarize managers' feedback for employees. How would you "systematically" approach identifying the biases of such a tool?
Describe PCA , Regression, regression metrics, logistic regression, bias variance tradeoff, regularization techniques
No behavioral only technical questions
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