What is bias/variance tradeoff?
Learning Coordinator Interview Questions
9,000 learning coordinator interview questions shared by candidates
What's your most familiar deep learning paper? and lots of deep learning details.
Qu'est ce que l'overfitting ? Qu'est ce que la robustesse d'un modèle ? Comment augmenter la robustesse d'un réseau de neurone ?
What concepts of machine learning do I know?
Tell me about your projects
Describe your experience with designing a training.
No one particular question stands out as being difficult. In my experience the difficulty was more in how disorganized the interview process was.
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.
Technical ones are: make a function with single user and services input, return the services that will be available to the user the conditions are as follows: some services are only available to some regions, ...
Given an ML dataset, do some analysis and build a model
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