Roadmap to Becoming a Data Analyst (Step-by-Step Guide).

In today's data-driven world, companies rely on data analysts to turn raw numbers into actionable insights. If you want to enter this fast-growing field, here's a step-by-step roadmap to becoming a data analyst.

1. Learn the Basics
   Start with statistics, Excel, and SQL - the backbone of data analysis. These help you clean, organize, and query large datasets.
   Build a strong foundation with free resources and practice on open datasets.

2. Master Data Visualization
   A good analyst doesn't just crunch numbers; they tell stories with data. Learn tools like Tableau, Power BI, or Google Data Studio to create dashboards that decision-makers love.

3. Get Comfortable with Programming
   Knowledge of Python for Data Analytics or R programming is a game-changer. These languages allow advanced analysis, automation, and working with big datasets.

4. Understand Business & Domain Knowledge
   Data analysts add value when they know how data connects to business problems. Pick a domain - finance, healthcare, e-commerce - and study its challenges.

5. Build Projects & Portfolio
Hands-on experience beats theory. Create projects like sales forecasting, customer behaviour analysis, or market trend prediction. Share them on GitHub and LinkedIn to showcase your skills.

1. Certifications & Continuous Learning Industry-recognized certifications like Google Data Analytics, Microsoft Power BI, or AWS Data Analytics help you stand out. Stay updated with the latest data science trends and tools.

✅ By following this roadmap, you can go from beginner to job-ready data analyst in less than a year with consistent effort.