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Senior Machine Learning Engineer Interview Questions
621 senior machine learning engineer interview questions shared by candidates
How would you design a machine learning system to perform the task of predicting whether a person will engage an article or not?
ML questions about Logistic regression model, how to deal with imbalanced data? what's the evaluation metrics I choose and the reason. How to deal with categorical data, etc.
Normal LeetCode Coding questions Implement a tokenizer Design a QA system
Explain the ROC and benefits of using the area under the curve metric
ML Theory: Tested theoretical knowledge and core basics of Machine Learning. Topics on logistic regression, different types of loss functions, bias, variance, neural networks, regularisation and its usage.
ML Practical: Design a system for fraud detection (when the customer is fraudulent).
Explain any machine learning algorithm in depth, mathematically.
Fill a bag with books that are assigned a weight and a value. Maximize value while keeping the weight under the weight limit.
leet code medium, resume questions, system design
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