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.
Machine Learning Software Engineer Interview Questions
8,226 machine learning software engineer interview questions shared by candidates
ML Practical: Design a system for fraud detection (when the customer is fraudulent).
NDA: Technical challenge - time limited
All questions were about my projects.
They asked about classical machine learning then the field that you continued your study in.
More statistical questions and presentation
What is one special project you have completed?
online hackerrank assessment took 5 hours
In-depth questions about my work experience. Focus on ML System Design rather than code.
How would you design a scalable machine learning pipeline for real-time predictions, and how would you handle data drift or model decay in production?
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