What projects should I build before applying to Data analyst jobs?

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Flora Katherine

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I’d say start with a few practical, real-world-style projects, maybe a sales dashboard, some customer segmentation work, and definitely SQL data cleaning since that comes up a lot. You could also try a basic forecasting model in Python, just to show you can handle data end-to-end. These are the kind of things recruiters usually look for. When I was going through Data analyst online classes, I found that H2K Infosys includes hands-on case studies, which honestly made a difference. It gives you a clearer idea of how things actually work in real job scenarios, not just theory.

Content Writer & analytics explorer. Passionate about data-driven technology, visualization tools, and the stories numbers tell about our changing world.

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Topic starter Posted : 16/04/2026 4:01 pm

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