1 round -> behavior (standard, describe projects that I work before, prepare some topics, show my level of complexity, impact/contributions; key topics: motivation, growth, resolution, trying to solve questions/challenges, resolve disagreement/conflicts, empathy, not just keep convence; driving results: how to hit the goal, beyond the goal, prioritize, how to do the jobs; how solve problems independly; embrace and ambiguity, comfortable, work well without many guidelines or information; Growth: how to handle the feedback from peer and manager, how to become a better engineer. Write down the story, use the star format. Prepare some cheatsheet.
Machine Learning Developer Interview Questions
8,202 machine learning developer interview questions shared by candidates
three sum problem from the leetcode.
Hackerrank: Balanced brackets
What is your approach to designing an application
Talk about a project you worked on and how it will relate to the job.
I was given a short written test on the fundamentals of C++.
Basic ML questions such as, what is the difference between test, train and validation, what is classification and regression... The case study was about recommendation systems
ROC curves, Transformer complexity and parallelisation
implement train_test_spilt from scratch, then do it with feature limitation.
Implement Dropout
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