Data Analyst AI Driven Course for beginners
What You’ll Learn
From Excel to Power BI, from MySQL to Python — this course transforms you into a complete Data Analyst. With 10+ real-world data analytics projects, you will gain industry-ready skills that help you land the job you deserve.
Benefits
- Microsoft Excel — Basics to Advanced
- MySQL — Database Queries & Analytics
- Power BI — Interactive Dashboards
- Python — Pandas, NumPy, Matplotlib
- ChatGPT & AI for Data Analysts
- 10+ Industry-Grade Projects
Curriculum
📊 Module 1 — Microsoft Excel (Basics to Advanced)
- Excel Interface, Shortcuts, Formatting, Cell References
- Functions: SUM, AVERAGE, IF, COUNTIF, SUMIFS, VLOOKUP, HLOOKUP, INDEX-MATCH
- Text Functions: LEFT, RIGHT, MID, TRIM, CONCATENATE
- Date & Time Functions, Logical Functions
- Pivot Tables, Pivot Charts, Slicers, Power Query
- Dynamic Dashboards, Conditional Formatting, Data Validation
- What-If Analysis, Goal Seek, Solver
- Project: Sales Dashboard, HR Analytics Report
🗄️ Module 2 — MySQL for Data Analysis
- SQL Basics: SELECT, WHERE, ORDER BY, GROUP BY, HAVING
- Joins: INNER, LEFT, RIGHT, FULL OUTER, SELF JOIN
- Subqueries, Nested Queries, CTEs (WITH clause)
- Window Functions: RANK, DENSE_RANK, ROW_NUMBER, LAG, LEAD
- Stored Procedures, Views, Indexes, Query Optimization
- Project: E-Commerce Analytics, Employee DB Analysis
📈 Module 3 — Power BI
- Power BI Desktop Introduction, Data Import, Power Query Editor
- Data Modeling: Relationships, Star Schema, Snowflake Schema
- DAX: Calculated Columns, Measures, CALCULATE, FILTER, ALL
- Time Intelligence: TOTALYTD, SAMEPERIODLASTYEAR, DATEADD
- Custom Visuals, Report Themes, Drill-through, Bookmarks
- Publish to Power BI Service, Scheduled Refresh, Row-Level Security
- Project: Financial Dashboard, Retail Sales Report
🐍 Module 4 — Python for Data Analysis
- Python Basics: Variables, Data Types, Loops, Functions
- NumPy: Arrays, Broadcasting, Mathematical Operations
- Pandas: DataFrame, Series, Groupby, Merge, Pivot Tables
- Matplotlib & Seaborn: Bar, Line, Scatter, Heatmap, Pairplot
- EDA: Missing Values, Outlier Detection, Feature Understanding
- Project: IPL Analysis, COVID Dashboard, Sales Insights
🤖 Module 5 — ChatGPT & AI for Data Analysts
- Prompt Engineering for Data Analysis tasks
- Using ChatGPT to write SQL queries & Excel formulas
- AI-powered Data Storytelling & Report Generation
- Tools: Copilot in Excel, AI in Power BI
