Best way to start learning AI/ML from scratch in 2025?

I’m seriously interested in AI and machine learning but don’t have a computer science background. Most of the stuff I find online either feels too advanced (tons of math I don’t understand yet) or too surface-level.

For people who actually made it into AI/ML roles, what was your learning path? Did you focus on Python first, then ML frameworks? Or did you jump straight into a structured program?

I’d love some honest advice on where to begin if my goal is to eventually work as an ML engineer or AI specialist.

submitted by /u/Own_Chocolate1782 to r/learnmachinelearning
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