: Focus on linear algebra, calculus, and probability.
A standard roadmap often follows this progression to build a solid foundation: Learning Data Science
Free Resources for Learning Data Science - Alteryx Community : Focus on linear algebra, calculus, and probability
: Master Python (most popular) or R , plus SQL for database querying. : Focus on linear algebra
: Use tools like Matplotlib , Seaborn , or Tableau to communicate insights.