What was my biggest challenge during my previous careers?
Machine Interview Questions
10,824 machine 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)
Have you worked in a warehouse before?
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
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