Tell me about a data science project you have done
Machine Learning Scientist Interview Questions
467 machine learning scientist interview questions shared by candidates
- Retail Chain sales data analysis
Small python quiz, modern neural networks architectures, if I run JinaAI product (seems like a must)
Probabilities, leetcode hard questions, dimension curses
What is over fitting and overfitting? what kind of data is more prone to overfitting?
The take home challenge had two parts. For the first they give you a dataset (tabular data) about children's vaccinations (which ones, when they were taken) from a low resource country. The goal is to build a model that will predict which children will not complete all their required vaccinations before a certain age. The data is very messy and limited so they want to see how you deal with that too. You also need to provide a write up for next steps. For the second part of the challenge, they give you a healthcare scenario and you are supposed to imagine that you are the lead data scientist on the project and outline in 1-2 paragraphs how you would approach this project and what types of problem statements you would formulate in order to help improve the health supply chain.
It might not be ethical to share the interview questions here, but in general, it was all about ML applications in earth system science.
What work have I done previously.
What is SLAM? Pinhole camera model
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