Linked list questions, clustering, regression questions.
Ml Engineer Interview Questions
1,789 ml engineer interview questions shared by candidates
Find sequence with largest difference in an array
Tech round 1 (system design) Design AD ranking system given 10 million users How to manage when number of ads increase Tech round 2 (ML round) Question on dataset with 5 million rows 30 categorical columns 100 columns of numerical data in various range Missing data Targets - category, probability Design models for both the target How to clean the data Tech round 3 (Bar raiser) Discussion about previous experience Coding round: 2nd largest element in a sequence - O(n) complexity solution
Four coding questions involving algorithms and data structures. Basic dynamic programming, breadth-first or depth-first search, hash maps and sets.
can random forest be used for regression?
How do you develop reading a huge dataset in python? The question emphasis was about how parallelize the process.
Q: What coding languages are you familiar with?
Explain the difference between supervised and unsupervised learning. How do you handle imbalanced datasets? Can you explain the concept of overfitting and how to prevent it?
what is your background and how does that related to the job descriptions.
Whats your current experience with Data Engineering ?
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