Given several layers of a neural network (convolutional, fully-connected, max pool, ReLU, etc.), in what order would they typically be arranged?
Machine Learning Research Engineer Interview Questions
252 machine learning research engineer interview questions shared by candidates
The questions were centered around my research.
What are your past experiences?
Leetcode medium coding + general NLP and ML
Some commonly seen Leetcode problems, like dynamic programming and two pointers. No job-specific questions at that time
Machine learning questions; Statistic questions; Python; Business questions related to recomendations systems.
Implement max-pooling.
Implement function to find all common ancestors of two nodes in a binary tree
Started with an easy probability puzzle (ants in a triangle) Computer Vision - 1. Design a basic edge detection filter 2. Explain the whole SIFT pipeline. 3. How is SIFT made rotation invariant 4. Is HOG rotationally invariant Machine Learning - 1. Random Forest 2. XGBoost 3. ANNs 4. CNNs Focus is on fundamentals.
Explain what is ROC and how it is applied in classification tasks?
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