Prove binary cross entropy is a convex loss function mathematically
Applied Scientist Interview Questions
1,167 applied scientist interview questions shared by candidates
1. What is your advantages and disadvantages for this position? 2. How you calculated the GPU memory for the 4B qwen model? 3. How does LoRA work in optimization? Specifically, GPU-level 4. Coding: Sum two float type string.
Why are you interested in data science? Why Civis Analytics? Recent relevant work/internship projects? Do you have a portfolio?
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What can you bring to the team?
what is the relationship between Kullback-Leibler divergence and cross-entropy?
Compute the gradient of an output with respect to one of the inputs given a computation graph
What is the Jacobian matrix? what is the Hessian?
What are disadvantages of simple SGD optimization? How can they be improved?
Can you describe waht CLIP is?
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