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Machine Learning Developer Interview Questions
8,210 machine learning developer interview questions shared by candidates
dimensionality reduction
Research questions, basic ML questions, statistics.
The test was 4 hours long and was composed of 3 parts. Maths and Logic, Algorithms and Data structures, and a Machine learning task. The maths and logic asked fairly straight questions, algos part was a bit tricky since it focused on efficiency and execution speed. So, getting the right solution was not enough. It had to be the best in terms of O complexity. The ML task took the most time. It was also quite straightforward and somewhat entertaining but you really have to brush up on your text feature engineering skills.
YOLO(based on my resume), python basics , ML basic concepts , kutosis,lasso , matrix related questions ,etc
Discuss the steps of implementing an end-to-end ML pipeline.
Loss function for Decison trees
Tell me about a project you are proud of?
What is validation dataset? what is accuracy measure?
- Design Youtube (System design) - String problem.
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