How to Become a Business Analyst in 2025
A step-by-step roadmap covering the skills, tools, and portfolio projects you need to break into business analytics.
Practical articles on data analytics, tools, and landing your dream analyst role — written by our mentors and industry experts.
Thinking about moving into analytics from a non-tech background? This in-depth guide covers everything — the skills to learn, the order to learn them, building a portfolio, and how to position yourself for your first role.
Read ArticleA step-by-step roadmap covering the skills, tools, and portfolio projects you need to break into business analytics.
From XLOOKUP to SUMIFS — master the formulas that do 80% of the day-to-day analytics work.
INNER, LEFT, RIGHT and FULL joins demystified with visuals and real query examples.
A beginner-friendly walkthrough from importing data to publishing an interactive report.
Learn the core Pandas operations that turn messy data into clean, analysis-ready DataFrames.
The most common business analyst interview questions and how to structure winning answers.