how the attention mechanism works in transformer-based language models? dropout and regularization? learning rate scheduler?
Applied Scientist Interview Questions
1,182 applied scientist interview questions shared by candidates
leadership principles, basic behaviour questions, and ML questions
Lots of questions about Amazon values.
Group anagrams From Leetcode Amazon tag questions
Round 1: number of islands + basic ML + two LP Round 2: statistics coding + two LP
Tell me about your research and a couple of following questions
Leetcode Median + BQ + ML System Design
lots of speech processing theory rather easy coding task (lists, strings)
What are the assumptions for using a logistic regression? What is the loss function for it? How would you build a recommendation system in certain scenarios?
In the process of PCA, why is the eigenvector calculated and what is it for? What's your understanding of Kmeans, what is the process of it?
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