Explain overfitting underfitting, bias variance
Applied Scientist Interview Questions
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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 ?
The OA was just standard leetcode questions
machine learning questions will be another case study and codepad interview
The third session was aboit designing a system.
1. reverse string in-place 2. find maximum number using list of numbers
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