What is a diffusion model ? How does it work ?
Machine Learning Research Interview Questions
1,879 machine learning research interview questions shared by candidates
questions about CNNs and linear algebra.
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
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
One thing they asked me was to explain a challenging project I had worked on, detailing the problem, my approach, the tools and technologies I used, and the final outcome.
Most of the questions were heavily related to the details of the test case to check how well thought through my approach was.
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