What is a depth-wise separable convolution?
Applied Scientist Interview Questions
1,182 applied scientist interview questions shared by candidates
In the first interview they asked how to implement Dijkstra's algorithm. (What data structures I would use/ runtime) They also asked how I would model a toy problem as an integer program.
Some optimization and algorithmic questions
Solve the connected components of a graph algorithm question.
RNN VS LSTM in structure
Assessment with culture and values. Code refactoring.
Q: Coding question - given a list of floats, build a bucket-list histogram from scratch (without numpy).
Basic probability question Sorting a sequence of tuples based on the 2nd entry of each tuple, and discussing the running time complexity. How to improve the running time complexity of the given working solution. How would you diagnose overfitting problem and how would you decrease it? Describe how L1 and L2 regularization works. Describe how dropout works during training and testing.
Tell me about a time when you helped a team member whom you were not required to
Some basic diffusion model related coding challenge.
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