What is difference between machine learning and deep learning
Machine Learning Engineer Interview Questions
6,173 machine learning engineer interview questions shared by candidates
Why do you want to leave your current job at a well-established institute?
Questions about deep learning theory, machine learning approaches
Can you explain the concept of MLOps and its importance in the industry? How do you approach the integration of machine learning models into a production environment? Can you walk me through a recent project you worked on that involved MLOps? How do you handle version control for machine learning models? Can you discuss an experience you have had with A/B testing or multi-armed bandit approaches? How do you monitor and troubleshoot machine learning models in production? Have you worked with any tools or platforms for MLOps, such as TensorFlow Serving, Kubernetes, or SageMaker? Can you discuss an experience you have had with data drift and how you addressed it? How do you handle data privacy and security in an MLOps pipeline? Can you discuss an experience you have had with hyperparameter tuning and optimization? How do you measure and improve the performance of machine learning models in production? Have you worked with any model interpretability or explainability tools? Can you walk me through your approach to testing and validation for machine learning models?
Write codes for a question which is on leetcode.
you are supposed to answer 10 questions with one minute time given for each. I had 2 -3 questions on concepts of machine learning and rest of them were from concepts of computer science. Things like tuple, duck typing, generator , xrange etc. After that you will have to finish a small machine learning project in your choice of language. Interview process is pretty thorough.
2 technical questions: one machine learning classification problem and one coding question on how to check for a valid BST.
What is the difference between XGBoost and GBDT
Several coding questions across all interviews.
Questions about projects listed on my resume.
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