Machine learning engineer intern sollicitatievragen

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Criteo
Er werd een Machine Learning Engineer Intern gevraagd...13 november 2019

Write a function to find the intersection between two arrays.

1 antwoorden

there are many ways to write this function. If we want just to use native python language we can do : def inter(l1, l2): l3 = [v for v in l1 if v in l2] return l3 or we can for example use the intersection function like : def inter(l1, l2): l3 = set(l1).intersection(l2) return l3 Minder

AI Foundry

Have you worked on GANs? Describe how they can be utilized to augment a dataset of documents?

1 antwoorden

I had worked previously on GANs in an academic project to produce image datasets. So I was able to answer the question Minder

CGG

How to identify and deal with overfitting and underfitting

1 antwoorden

A model is over-fitting when you see the epoch to become 100% accurate or more. to deal with it you can simplify the model by reducing the parameters, for example reduce the convolution neural networks or dropouts. A model is under-fitting when you see the losses do not reduce. Deal it with feeding the model with more data, do back propagation, switching to a non linear model from a linear one, adding hidden layers, convolution neural networks, and random dropouts. Minder

VIA Technologies

What's the project's detail about?

Twitter

A lot of questions about machine learning models, including random forest, neural network, and logistic regression.

Apple

What was the recent biggest decision you had to make?

Merck

- Given a dataset of demographics and vaccine usage dataset, how to build a model to predict how likely people to get vaccinated? How to interpret the models?

Criteo

Write a function to find connected components of an undirected graph.

PlayStation

recommendation system relevant question based on my project

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