Some machine learning questions (not resume related, more from basic concepts like parameter settings, what should you do if you see XXX happened) and one data structure problem to achieve some functions
Machine Learning Software Engineer Interview Questions
8,221 machine learning software engineer interview questions shared by candidates
Implement bagging with the given functions
Implement K-means from scratch, Basic ML questions etc
What's the difference between ROC and AUC?
What is regularization? Why is it important? How would you explain logistic regression to someone who didn't know it? What is the difference between optimizers like Adam and SGD with momentum.
1st round: past experience, ML fundamental questions, overfitting, how to address training loss oscillate, how to check data drifting, etc 4 round of Virtual onsite: - 2 codings rounds, one question for each coding round, array, and recursive problem. not in leetcode - 2 ML design: recommendation system and how to design and generate pin embeddings
Implement Decision tree; Implement gradient descent;
Machine learning interview is about designing a system for a specific task.
WORST EXPERIENCE EVER .. ..
What is ReLU activation and Sigmoid activation?
Viewing 4961 - 4970 interview questions