Technical: Python, SQL, statistics, ML, deep learning basics. Soft: communication, business understanding.
Portfolio projects prove skills better than certificates alone.
Velora Data Science Course in Ahmedabad covers this full checklist.
Data Scientist Skills Checklist for 2026
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