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Machine Learning Engineer Interview Questions
6,170 machine learning engineer interview questions shared by candidates
Difference between Lasso and Ridge regression? When to use one over the other?
Describing my previous experience, ML theory (some of which was fundamental stuff which I struggled to recall, but most of it was straightforward and what you'd expect from an ML theory interview), and walking through a case study with the interviewer (presented with a modelling opportunity, asked what things I would need to consider and walking through the steps to get the ML model over the line).
They are very interested in that besides pure machine learning knowledge you also understand the broader business context (i.e. how and where ML can solve business problems for Deliveroo)
What's your opinion on working >40 hours a week (rather 50-60, 40 being an exception)
Difference between linear and logistic regression. Difference between lasso and ridge regression. Bagging, boosting, forms of regularisations in algorithms. What is the operation behind convolution.
What is your experience in ML?
Regression explain with different problems
Given depth images find the clearance distance between human and corridor?
1. Last Projects on Machine Learning. 2.DSA - Matrix Related Question. Leetcode Medium. 3. SQL Queries - Complex Joins.
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