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@sabir.3714:
Sabir 371
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Region: PK
Saturday 22 November 2025 04:04:56 GMT
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2025-11-25 14:38:20
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Complete Data Analyst Roadmap (2025) Your step-by-step guide to mastering data analysis and landing your dream job! ✅ Excel → Learn essential formulas: SUM, IF, VLOOKUP → Master Pivot Tables, charts, and conditional formatting → Practice data cleaning and organization techniques ✅ SQL → Understand SELECT, WHERE, JOIN, GROUP BY, ORDER BY → Write queries to extract, filter, and summarize data → Practice with real datasets (e.g., sales, marketing, HR) ✅ Python → Start with basics: variables, loops, functions → Learn data-focused libraries: Pandas (manipulation), NumPy (numerical ops), Matplotlib & Seaborn (visualization) ✅ Data Cleaning → Handle missing values, outliers, and duplicates → Normalize and format messy data for analysis → Automate cleaning with Python ✅ Exploratory Data Analysis (EDA) → Use .info(), .describe(), and value counts → Build meaningful visualizations → Discover patterns, trends, and anomalies ✅ Data Visualization → Create compelling charts (bar, line, pie, heatmaps) → Tools: Python, Power BI, or Tableau → Learn to tell stories with data ✅ Statistics → Grasp key concepts: mean, median, mode, std deviation, correlation → Intro to regression & probability ✅ Projects → Analyze real-world data: sales trends, customer churn, marketing campaigns → Document your process: problem, approach, insights ✅ Power BI / Tableau → Build interactive dashboards → Connect to Excel, SQL, or live data sources → Publish to web or share reports ✅ Case Studies & Business Scenarios → Solve mock interview questions → Analyze company KPIs and performance → Practice stakeholder communication ✅ Resume & LinkedIn → Showcase projects with metrics and visual links → Highlight tools, certifications, and achievements → Write a strong, clear summary ✅ Apply for Jobs → Target Data Analyst, Business Analyst, or BI Analyst roles → Prepare for SQL, Excel, and case-based interviews → Practice mock interviews & portfolio presentations 💡 Consistency beats intensity. 👉 Learn something small every day. 📁 Build a portfolio. 🎯 Solve problems. 🚀 And soon, you'll land the role you've been working for #dataanalyst #dataanalytics
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My favorite breakfast to date #cassorole #breakfast #bakedpotato #potato #loadedpotato #castiron #skillet #Recipe #breakfastrecipes #onepotmeals #fyp
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