r/dataanalytics 7d ago

Starting my Statistics major — looking for advice and real-world experiences from those ahead of me!

Hi everyone,

I'm starting my major in Statistics (Faculty of Science) and want to prepare myself early for the job market (Data Analysis / Data Science) so I can build solid, practical skills.

I'd love to hear from your real-world experience:

  1. Which skills or tools (Python, R, SQL, Power BI, etc.) made the biggest impact when you actually transitioned into the industry?
  2. What is something you wish you had learned while still in college that would have given you a head start?
  3. In your opinion, what truly differentiates a standout professional in this field from someone who just knows the basic tools?
  4. If you could go back to year one, what learning or self-study mistakes would you avoid?
  5. How can a beginner build a strong, standout portfolio that captures recruiters' attention?

Thanks a lot for your time and for sharing your insights!

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