How do you understand the "Power" of a statistical test? The relationship between medium, mode, and mean? When do you use T-test instead of Z-test? List some differences between these two.
Algorithm Engineer Interview Questions
793 algorithm engineer interview questions shared by candidates
Write Fibonacci sequence in Python
Can you describe a past algorithm problem and how you solve it
How does MixUp work and how can it improve the performance of models?
Tell, about yourself and work experience.
We've got 10 pieces of gold each in 100 grams, and we give them 10 masters to create 10 balls of 10 grams per. A master cheats and makes 9 grams per instead of 10 grams. We have a digital scale and there's no restriction on how to weigh gold. How do detect the master who cheats?
- Introduce yourself - What do you want out of the position? - Live coding 1: Given a list of one-character entries (e.g. ['A', 'C', 'T', 'G']), and an integer n, write a program that returns all the possible n-mers - Live coding 2: Repeat (1) without using any standard libraries (e.g. itertools) - Live coding 3: If memory was a consideration, what could you do to improve the code?
I was asked how to overcome overfitting in machine lerning problem
1) I was asked about my current job 2) Given a binary image of a single line that cross the image. How to tell what the angle of the camera that need to be changed to take the picture so that the line would be parallel to one of the image borders. 3) The line in reality is at slightly different points than seen in the image since a quantization process for signals occurs while taking a picture. How can we accurate the angle from question 2 so that it is more precisely in reality.
There was questions mainly about ISP pipeline, image processing and machine learning.
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