1) What projects did you work on and why did you choose this approach and not another approach
Algorithm Engineer Interview Questions
793 algorithm engineer interview questions shared by candidates
Describe xgboost algorithm mechanism Describe logistic regression algorithm mechanism Describe one of your successful stories.
Explain Backprop and code it out
Designing an algorithm to filter noise from raw LiDAR data in real-time
The thief problem.
some algorithm questions and your work experience
Interview 1: Projects on CV and coding problems; Interview 2: Machine learning algorithms in details; Interview 3: Machine learning and deep learning platforms, difference between nn and deep learning; Interview 4: HR, behavoiral questions
Research experience
Resume Deep Dive at Second Round
Most of the questions were hands-on and practical, such as: How would you handle low-quality input data? What algorithmic approach would you take for a specific perception task? How would you improve model performance in a given scenario?
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