Technical interview asked about performing matrix multiplication in an efficient manner and a couple of questions regarding machine learning
Machine Learning Interview Questions
8,203 machine learning interview questions shared by candidates
Linear classifier vs nonLinear classifier
Some questions to test your understanding of ML applications and approaches
Introduce yourself. Talk about your last internship. Discuss your graduation project. A question about using the one hot encoder with the decision tree algorithm.
What's the difference between l1 and l2 regularization
General Computer science questions. Some probs stats and tcp etc
HR Interview is about your background and why you chose shopee
Theory on Transformers and the difference/similarities with RNN. System design to identify NSFW social media posts. Coding - take home code base to familiarise yourself with the problem, expected to redo everything from scratch during 45min (key concepts are asyncio, unit test, embeddings) Enjoyable exercise, but no time to think, you are expected to be a team member that uses this daily so can write and test code quickly.
Difference between regression and classification?
Aptitude questions from Time and Work, Blood Relations, permutations, probability.
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