"What is a convolutional neural network?" (to a senior machine learning practitioner)
Learning Technology Interview Questions
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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?
How would you manage a disruptive student?
How would you prioritize various asks from across the globe.
What are different model optimization techniques?
What makes you excited about working for Klaviyo? Any unique learning activities you developed? How do you link training with the business results?
Simulate dice throws to prove expected value
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