What business problem did you solve?
Applied Scientist Interview Questions
1,160 applied scientist interview questions shared by candidates
They asked about measuring MSE, writing functions and using packages like NumPy.
ML basics and NLP basic questions
ML metrices, imbalanced datasets, Regularization, Decision trees, pruning, NN questions, Transformers, etc
Explain overfitting underfitting, bias variance
The interviews were very conversational and focused on SotA Transformer architectures and their different use cases. Many questions boiled down to "How would you solve this NLP task that we are working on?"
Discuss ideas for improving the performance of a machine translation system. Followup, how would you decide whether you succeeded?
Basic NLP concepts and leetcode questions.
Assignment
Why do we need pooling layers? Explains CNNs ?
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