Common competitive programming problem plus basic machine learning questions
Learning And Development Coordinator Interview Questions
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How to design and implement object tracking system
Why do you want to leave your current company and why Shogun?
Implement k-means, some logistic regression optimisation, some leetcode medium-hard questions.
BFS and DFS related hard question
"What is a convolutional neural network?" (to a senior machine learning practitioner)
Unexpected was that they played it pretty safe and asked the standard questions of "describe a time when you had to work with a difficult person" or "Explain a time when you had to make a hard decision".
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?
tell me a little bit about yourself, what you're doing and what you want to do can you tell me like have you been doing any nlps or related stuff?
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