Amazon Machine Learning Engineer (MLE) Interview Guide
Updated by Amazon candidates
Amazon Machine Learning Engineer Interview Experiences
2Real experiences from candidates who have gone through this interview process. Share your experience
Machine Learning Engineer
Amazon
Submitted Dec 6, 2023
Older formatDecember 2023
Questions asked
Machine Learning Engineer
Amazon
Submitted Dec 5, 2023
Older formatDecember 2023
Questions asked
- Tell me about a time when you solved a complex problem and how you went about it.
- Tell me about a machine learning project you worked on and its outcome.
- Explain the differences between LSTM and traditional neural networks.
- Construct a binary tree given its preorder and inorder traversals.
- Describe your experience with PyTorch.
- How do you clean and prepare troublesome datasets?
- Given imbalanced training data, how do you prevent overfitting?
- How would you train a model on a large dataset with few labels?
- Explain semi-supervised learning.
- What are some effective loss functions for computer vision models?
- Explain normalization and Bayes' theorem.
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