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๐Ÿ“ STEP 16 โ€” Build a Portfolio

Project 1 โ€” Sales Analytics: Excel + SQL + Power BI โ†’ Revenue, Profit, Products, Regions, Customers, Trends

Project 2 โ€” Customer Churn: SQL + Python + Power BI โ†’ Churn rate, Segments, Retention, Revenue at risk

Project 3 โ€” Financial Analysis: Excel + Power BI โ†’ P&L, Budget vs Actual, Variance, Trends

Project 4 โ€” E-commerce Analytics: SQL + Python + Power BI โ†’ Orders, Conversion, AOV, CLV

Project 5 โ€” HR Analytics: Excel + SQL + Power BI โ†’ Headcount, Attrition, Salary, Tenure

๐Ÿง  STEP 17 โ€” Explain Your Projects

Business Problem โ†’ Data โ†’ Cleaning โ†’ Transformation โ†’ Analysis โ†’ Visualization โ†’ Insights โ†’ Recommendations โ†’ Impact

๐Ÿ’ผ STEP 18 โ€” Build Your Resume

๐Ÿ”Ž STEP 19 โ€” LinkedIn & GitHub

LinkedIn: Headline, About, Skills, Projects, Certifications, Posts on SQL, Power BI, Excel, Projects, Insights

GitHub: SQL projects, Python notebooks, Docs, Screenshots, Data dictionaries, README

๐ŸŽค STEP 20 โ€” Interview Preparation

Excel: XLOOKUP, INDEX/MATCH, SUMIFS, COUNTIFS, PivotTables, Power Query

SQL: Joins, Aggregations, CTEs, Subqueries, Window functions, Ranking, Running totals

Power BI: DAX, CALCULATE, Data modeling, Relationships, Time intelligence

Python: Pandas, GroupBy, Merge, EDA

Business Cases: Sales drop, Churn increase, Revenue up but profit down, KPI anomaly

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