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Machine Learning Engineer Interview Questions
6,179 machine learning engineer interview questions shared by candidates
System type questions: - Module variable scope vs. function variable scope. Defined a variable in the module, and then defined a variable with the same name in a function, and asked what value would be seen in or outside of the function. = How does Python deal with integer precision? - How to determine the precision of a float in Python? Eg. 32 vs 64 bit? (Hint take diff and see how the diff is rounded)
What does quantization of a model mean?
ML System design (Design system X)
Q1: Remove repeated elements from list Q2: Given two dictionaries, output a third dictionary based using the keys/values from D1/D2 based on some conditions Q3: Order a set of ordered pairs based on first number in pair: {(7,9) , (1,3), (3,6) } ---> { (1,3) , (3,6), (7,9) }
Why do you want to leave your previous job?
2 coding rounds, 1 leetcode medium question each round. 1 BQ round. 1 ML dive deep and 1 system design.
What is object detection ? What is object segmentation ?
Reduce underfitting and data augmentation in NLP
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