What are the best sources to self learn data science from scratch?

I want to learn data science and get my first job as a data analyst. Preferably from free online sources or low-cost options. I passed some Coursera courses from this list, but I understand that is not enough

I come from a mechanical engineering background so I don’t have coding skills. So I’m looking for a beginner roadmap and useful resources.

Thank you in advance.

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