1. Explain Word2Vec in detail? 2. Explain Transformers 3. Leetcode Easy (Arrays)
Applied Scientist Interview Questions
1,175 applied scientist interview questions shared by candidates
Implement gradient descent from scratch
They asked the my research and asked to solve a clustering problem.
How would you build a page ranking system, etc
The hiring manager and the recruiter basically ghosted me, so no questions were asked.
- Talk to me about your PhD project, describe a technical problem you had and how you solved it - You are asked to quality control the 3D size of an item, how would you do it?
Descrição de vários algoritmos de ML e 3 desafios de programação. Nada muito impossível mas com certeza não o básico.
Hypothesis testing and bayed theorem.
Equations for: SGD, Momentum, L1 and L2 loss, linear regression etc. Statistics deep dive: maximum likelihood estimates, hypothesis testing, PDF etc. Deep Learning: number of parameters in a model, coding Conv, MaxPool and embedding layer etc
Designing solutions to data questions from marketers.
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