Machine Learning Researcher Intern sollicitatievragen


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Huawei Technologies
Er werd een Machine Learning Researcher gevraagd...7 december 2018

How would you mitigate overfitting?

2 antwoorden

Dropout, Data augmentation

add more data, dropout, data augmentation


the difficulty for coding test is like leetcode medium or hard...

2 antwoorden


how about math test?

Gilead Sciences

Most related to my PhD thesis

1 antwoorden

Another great piece of content from Rooftop Slushie:


Short coding question

1 antwoorden

Question on statistical concepts/intuition


a hard question about hyperplane projections, the probability of two dices summing 6 and effect of confounders in a linear regression.

1 antwoorden



Leetcode medium questions such as dfs, bfs, dp.

1 antwoorden

just use the standard solutions, it's easy


Implement a normalising flow based on the Glow paper.

1 antwoorden

Code needs to be completed in a notebook


They gave me an example situation with 10 labels and asked me how I would treat the data to have a model training. Each label also had a specific data type. They only accepted one specific solution

1 antwoorden

I used a DL model but they wanted a Data Science reply :-)


Describe a project where things didn't work out as expected.

1 antwoorden

Gave example


You have a linked list of numbers, how would you return the median ? Follow up, what is the worst case performance?

1 antwoorden

Basic data structures. Sorting algorithm. Calculate indices used to return or compute the median. Use indices in loop. Minder

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