Interviewing for a data scientist role. They gave me a week for a case study where I’m asked to clean data and then derive data insights (python), and then make a PowerPoint to present my process and results. Any case study samples out there I can reference to? Much thanks!

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I hate these type of interviews cause you do so much and there's still a chance you won't get the offer.

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Indeed. Got rejected from another company not so long ago, after I developed a fully functional model with decent performance. I understand I might not be as good as other candidates but I spent soooo much time on it 😭

Be very cautious that you aren't doing free work for the company. Maybe companies in tech have a history of getting free projects done in this way. Don't send the clean data over to them

likesmart

A1 - are you saying they might not be genuinely hiring?

What's the problem at hand? Predictive modeling?

First html (scraped webpages) parsing and data aggregation & cleaning, and then data insights using NLP (like how many of them are related to data&technology etc. )
The audience will be a mix of technical and non technical people

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