Having trouble getting a data science job without a portfolio. How did you find your first foot in the door? Did you hire mentors or tutors to help you build a decent portfolio?

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I spent about a year building up a personal website (GitHub Pages) where I translated past projects (mostly academic) into blog posts. I formatted some as tutorials and others as project overviews. It was extremely helpful to have, and the process of creating the portfolio also taught me a lot and improved my confidence to talk about my past work and skills in interviews.

Creating that portfolio is so important. I’m sure it is possible to get a job without one, but I’d sure recommend building a portfolio as your top priority. The best thing to do is just look at examples and ask for feedback. Peers and teachers can give you feedback, but I think it is also acceptable to ask for feedback from professionals on forums like LinkedIn. I know I appreciate when a candidate reaches out with something I can engage with instead of asking for a referral when I literally know nothing about them.

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Build one on passion projects, or projects related to the job you want. I.e. Basketball or Credit Card fraud.

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Don't hire someone to do it, the whole point is to show what you can do

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Roadblocks are part of the learning. The single biggest sell you can make is the ability to make a full stack solution. Though I guess getting folks to helping you solve wherever you get stuck on can save you time, yeah. So long as you learn from it.

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I didn’t know you can hire a mentor lol

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