In this article, I aim to provide a clear picture of what is expected from a job applicant when asked to do a machine learning (ML) home-based coding assignment as part of the interview process.
While working as a senior ML engineer, I had to review dozens of such assignments, so I believe I have a good idea of what types of mistakes applicants usually make. I would like to help you avoid these mistakes when you are applying for your next job.
Essentially, you need to strive to accomplish the following 4 objectives:
For whatever reason, a lot of entry-level applicants seem to only really concentrate on the first one of these goals. Let us go over each of them in more detail and see what they involve.
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