Core Coursework
Look for majors with strong statistics and probability courses. Programming classes in Python or R are essential for data manipulation. Coursework should include data visualization and applied projects.
Technical Skills
Choose programs that teach database querying and data cleaning. Hands on labs and capstone projects build practical skills. Exposure to machine learning basics is a plus.
Domain Knowledge
Select a major that allows domain specialization such as finance or health. Domain context improves interpretation of analytical results. Internships in relevant industries accelerate learning.
Career Preparation
Seek majors with internship placement support and industry partnerships. Build a portfolio of data projects to demonstrate skills. Use career services to prepare for technical interviews.
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