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Machine Learning Engineer Intern Interview Questions
8,212 machine learning engineer intern interview questions shared by candidates
- OA: Review a Python code which uses a GET HTTP request and an SQL insert command - System Design: Design an MLOps web service - Prompting use cases - What is chain of thought prompting? - How to make any LLM to read your PDFs and ask questions about them with prompting? - What are embeddings? - Difference between Bert and GPT? - How does batch norm work?
LC medium i.e valid sudoku
Low level system design about designing a ranking system based on the number of sales of a product as well as taking into consideration the time complexity. had to do some in O(logn)
How can non-maximum suppression be used to eliminate duplicate detections?
Sorry I don’t remember the questions as this in 2017 but they were pretty difficult and made you think on the spot. Definitely a lot of situational questions.
1. Machine translation model 2. Loss functions for Machine translation 3. Text-to-Speech models 4. Live-coding
How would you solve ML question X?
Broad ML questions + 1 coding question
In DSA round they asked 1. create bst from preoder traversal of tree 2. return list of greater element next In system design they asked for creating image search engine from text description overall out of 4 hours ml discussion was of half hour and out of 4 hours 1.5-2 hours were on vague behavioural questions
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