✅Skills Required to Become a Data Analyst 📊

🧠 ANALYTICAL THINKING
1. Problem Solving
2. Logical Reasoning
3. Pattern Recognition
4. Critical Thinking
5. Decision Making
6. Root Cause Analysis
7. Attention to Detail
8. Business Understanding

📊 DATA HANDLING
1. Data Cleaning
2. Data Transformation
3. Data Validation
4. Handling Missing Values
5. Data Wrangling
6. Data Integration
7. Data Formatting
8. Data Quality Checks

🗄️ SQL SKILLS
1. Writing Queries
2. Joins (INNER, LEFT, RIGHT)
3. Aggregations (SUM, COUNT, AVG)
4. Subqueries
5. CTEs
6. Window Functions
7. Indexing Basics
8. Database Optimization

🐍 PYTHON / R
1. Pandas / dplyr
2. NumPy
3. Data Cleaning Scripts
4. EDA (Exploratory Data Analysis)
5. Visualization Libraries
6. Automation
7. Statistical Analysis
8. Basic Machine Learning

📊 DATA VISUALIZATION
1. Dashboard Creation
2. Chart Selection
3. Storytelling with Data
4. Power BI / Tableau
5. KPI Design
6. Report Building
7. Interactive Visuals
8. Data Presentation

📈 STATISTICS
1. Mean, Median, Mode
2. Probability Basics
3. Hypothesis Testing
4. Correlation
5. Regression
6. Distribution
7. Sampling Techniques
8. A/B Testing

💼 BUSINESS SKILLS
1. Requirement Understanding
2. Stakeholder Communication
3. Business Metrics
4. Domain Knowledge
5. Problem Framing
6. Reporting Insights
7. Decision Support
8. Documentation

⚙️ TOOLS  TECHNOLOGIES
1. Excel
2. SQL Tools (MySQL, PostgreSQL)
3. Power BI / Tableau
4. Python / R
5. Google Sheets
6. Jupyter Notebook
7. Git (Basics)
8. Cloud Basics (AWS / Azure)

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