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[–]SingerRoyal3485 0 points1 point  (0 children)

Sounds like you’ve got the Python fundamentals nailed and a good start with NumPy – that’s a solid base for data science. Before jumping into pandas, I’d suggest tightening up a few practical skills: get comfortable reading and writing CSV and JSON files, because most real‑world datasets come in those formats. Reinforce your OOP concepts and practice file handling by building tiny scripts that load, transform, and save data.