about language models, if know any new LLMs, know transformer, know NLP, know CV, and know about knowledge graph.
Learning Technology Interview Questions
8,721 learning technology interview questions shared by candidates
Why applying TikTok? Past project deep dive.
What previous ML experience do you have
They first come to ask some projects on CV, then they come with a Linked List question on Leetcode, then ask something related to ML and statistics. Here is the first round.
Auc curve and rauc curve
how you deal with technical challenges
One leet code question about string
introduce dropout why BN works, why BN need reshift and rescale
diffusion models, recommendation systems, leetcode questions
Transformers, Transformers coding, contrastive learning, recsys high level design
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