Step-by-Step Approach to Learn Data Analytics

➊ Learn Programming Language → SQL & Python
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➋ Master Excel & Spreadsheets → Pivot Tables, VLOOKUP, Data Cleaning
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➌ SQL for Data Analysis → SELECT, JOINS, GROUP BY, Window Functions
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➍ Data Manipulation & Processing → Pandas, NumPy
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➎ Data Visualization → Power BI, Tableau, Matplotlib, Seaborn
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➏ Exploratory Data Analysis (EDA) → Missing Values, Outliers, Feature Engineering
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➐ Business Intelligence & Reporting → Dashboards, Storytelling with Data
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➑ Advanced Concepts → A/B Testing, Statistical Analysis, Machine Learning Basics

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