🚀 Complete Data Analyst Roadmap 📊🔥

🧠 STEP 1: Learn Spreadsheet Basics
✔ Data Entry & Cleaning
✔ Formulas & Functions
✔ Sorting & Filtering
✔ Charts & Dashboards

🛠 Tools to Learn:
✔ Microsoft Excel
✔ Google Sheets

📊 STEP 2: Master SQL
✔ SELECT & WHERE
✔ JOINS & GROUP BY
✔ Window Functions
✔ CTEs & Subqueries
✔ Query Optimization

🛠 Databases to Learn:
✔ MySQL
✔ PostgreSQL
✔ SQL Server

🐍 STEP 3: Learn Python for Data Analysis
✔ Data Cleaning
✔ Data Analysis
✔ Automation
✔ Visualization

🛠 Libraries to Learn:
✔ Pandas
✔ NumPy
✔ Matplotlib
✔ Seaborn

📈 STEP 4: Learn Data Visualization
✔ Interactive Dashboards
✔ KPIs & Metrics
✔ Data Storytelling
✔ Business Insights

🛠 Tools to Learn:
✔ Power BI
✔ Tableau

📊 STEP 5: Learn Statistics Basics
✔ Mean, Median & Mode
✔ Probability Basics
✔ Correlation
✔ Hypothesis Testing
✔ A/B Testing

☁️ STEP 6: Learn Business & Domain Knowledge
✔ Business Metrics
✔ Customer Analytics
✔ Sales Analytics
✔ Financial Reporting
✔ KPI Analysis

🔄 STEP 7: Learn Data Cleaning & ETL
✔ Handling Missing Data
✔ Removing Duplicates
✔ Data Transformation
✔ Data Validation

🛠 Tools to Learn:
✔ Power Query
✔ Alteryx

🔥 STEP 8: Build Real Projects
✔ Sales Dashboard
✔ HR Analytics Dashboard
✔ Customer Churn Analysis
✔ Financial Analytics Report
✔ Netflix Data Analysis Project

💡 The best way to become a Data Analyst:
👉 Learn SQL → Analyze Data → Create Dashboards → Build Projects

💬 Tap ❤️ if this helped you!