How can I prepare and strategize to land an internship in Analytics Engineering?

I’m trying to break into Analytics Engineering and would appreciate guidance. I have a 5-year educational gap, but during that time I worked in a non-profit organization. Now I want to transition into this field and I’m aiming for at least an internship to start. What should I focus on learning , and what strategies/projects would help me stand out despite my gap? Any tips on building a portfolio or presenting myself better to recruiters would mean a lot.

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