Tell me about a project that you did
Ml Engineer Interview Questions
2,760 ml engineer interview questions shared by candidates
Question about training transform model.
The question was how we can find the most related ads to a user's post based on their keywords.
3 questions. After finishing the coding, you have to explain the method you used and how to improve it if you have more time.
The technical interview lasted approximately two hours and was a comprehensive exploration of my experience with ML/AI models. We delved into the technical intricacies, discussing in detail one of my previous projects. Additionally, there was an ML use case that provided a practical scenario to apply my knowledge. There was a couple of rounds of the interviews focused on assessing my management and behavioural skills, where we discussed my approach to things like leadership, team dynamics, and handling various workplace scenarios. Overall it was a nice experience.
Resume based questions Explain the AI/ML project
Tell me about your past experiences
What is the KNN algorithm?
Describe a project I worked on that involved machine learning application.
1. Machine Learning Case Study: given a prompt, talk through how to formulate a ML problem, staring from what data to use, how to clean those data, preprocessing, ML modeling, validation and evaluation 2. General ML question in details: mathematical derivatives, algorithms comparisons, what methods to use for XXX data or problem, etc 3. Behavior questions: why chase, what to do if meet some stakeholders that does not understand ML , etc.
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