*Complete Data Analyst Roadmap (2025) 📊💼* ✅ Excel – Learn formulas (SUM, IF, VLOOKUP), pivot tables, charts, data cleaning ✅ SQL – Master SELECT, WHERE, JOIN, GROUP BY, ORDER BY ✅ Python – Learn basics + libraries like Pandas, NumPy, Matplotlib, Seaborn ✅ Data Cleaning – Handle missing data, remove duplicates, clean datasets ✅ EDA – Explore data using .info(), .describe(), visualizations ✅ Visualization – Create charts using Python or tools like Power BI/Tableau ✅ Statistics – Mean, median, standard deviation, correlation, regression ✅ Projects – Do real-world analysis (sales, finance, customer churn etc.) ✅ Power BI/Tableau – Make dashboards, connect with Excel/SQL ✅ Case Studies – Practice solving business problems with data ✅ Resume & LinkedIn – Add projects, highlight tools, strong summary ✅ Apply for Jobs – Look for roles like Data Analyst / Business Analyst 💡 Focus on projects + skills. Be consistent. Learn daily. Join for more! ✅ Keep Learning! 👍👍