What are the research directions for improving upon the CLIP model?
Applied Scientist Interview Questions
1,179 applied scientist interview questions shared by candidates
How do you account for confounding including unobserved confounding? How would you design an experiment in this setting? What are some loss functions and what are their applications?
Question about how to select the subset of the features and I answered by LASSO or ridge penalty. They asked how to find the parameter, I answered by the cross validation.
What is the time complexity of Transformers?
How to design a search system with LLMs
Explain how logistic regression works. Describe a recent ML project I did.
Describe your previous projects? What did you like in them?
Explain a machine learning project you’ve worked on. What were the challenges, and how did you address them? How would you approach building a recommendation system for a new product? Discuss the trade-offs between different machine learning algorithms (e.g., decision trees vs. neural networks). How do you handle missing data in your datasets? Explain the concept of regularization and why it’s important.
How does a Transformer work
It wasn’t leetcode style question
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